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Professor Changming Sun

Professor Changming Sun

Conjoint Professor
Engineering
Computer Science and Engineering

Please also visit his private homepage: https://vision-cdc.csiro.au/changming.sun/.

Prospective PhD students and visiting scholars can contact him by email (changming.sun@unsw.edu.au) with CV and bachelor/master transcripts.

Dr Changming Sun is a Conjoint Professor at the School of Computer Science and Engineering of the University of New South Wales (UNSW) and a Principal Research Scientist at CSIRO Data61. His research interests include:

  • Computer vision, stereo vision, digital photogrammetry, 3D reconstruction, deep learning
  • Image matching/registration, image motion/optical flow, image mosaicking
  • Corner/junction/feature detection, linear feature enhancement and detection, image enhancement, circular shortest path, multiple paths
  • Imaging for digital agriculture, digital manufacturing, medical/biomedical image analysis, cellular image analysis
Phone
+61 2 9325 3207
E-mail
changming.sun@unsw.edu.au
Location
Sydney, Australia
  • Books | 2015
    , 2015, Signal and Image Analysis for Biomedical and Life Sciences, Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, (eds.), SPRINGER-VERLAG BERLIN, http://dx.doi.org/10.1007/978-3-319-10984-8
    Books | 2015
    Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, 2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer
    Books | 2011
    2011, Medical Image Processing, Dougherty G, (ed.), Springer New York, http://dx.doi.org/10.1007/978-1-4419-9779-1
  • Book Chapters | 2024
    Jin Q; Huang J; Sun C; Cui H; Xuan P; Su R; Wei L; Wu Y-J; Wu C-A; Duh HBL; Lu Y-H, 2024, 'Location Embedding Based Pairwise Distance Learning for Fine-Grained Diagnosis of Urinary Stones', in Lecture Notes in Computer Science, Springer Nature Switzerland, pp. 405 - 414, http://dx.doi.org/10.1007/978-3-031-72120-5_38
    Book Chapters | 2023
    Jin Q; Zou C; Cui H; Sun C; Huang SW; Kuo YJ; Xuan P; Cao L; Su R; Wei L; Duh HBL; Chen YP, 2023, 'Multi-modality Contrastive Learning for Sarcopenia Screening from Hip X-rays and Clinical Information', in , pp. 85 - 94, http://dx.doi.org/10.1007/978-3-031-43987-2_9
    Book Chapters | 2022
    Jin Q; Cui H; Sun C; Zheng J; Wei L; Fang Z; Meng Z; Su R, 2022, 'Semi-supervised Histological Image Segmentation via Hierarchical Consistency Enforcement', in , pp. 3 - 13, http://dx.doi.org/10.1007/978-3-031-16434-7_1
    Book Chapters | 2021
    Jing J; Liu S; Liu C; Gao T; Zhang W; Sun C, 2021, 'A Novel Decision Mechanism for Image Edge Detection', in , pp. 274 - 287, http://dx.doi.org/10.1007/978-3-030-84522-3_22
    Book Chapters | 2020
    He T; Liu Y; Shen C; Wang X; Sun C, 2020, 'Instance-Aware Embedding for Point Cloud Instance Segmentation', in , pp. 255 - 270, http://dx.doi.org/10.1007/978-3-030-58577-8_16
    Book Chapters | 2020
    Rahman S; Wang L; Sun C; Zhou L, 2020, 'ReDro: Efficiently Learning Large-Sized SPD Visual Representation', in , pp. 1 - 17, http://dx.doi.org/10.1007/978-3-030-58555-6_1
    Book Chapters | 2018
    Anders Westling F; Sun C; Wang D; Irfan Alam F, 2018, 'Fish counting and measurement: A modular framework and implementation', in Computer Vision: Concepts, Methodologies, Tools, and Applications, pp. 1500 - 1516, http://dx.doi.org/10.4018/978-1-5225-5204-8.ch062
    Book Chapters | 2015
    Westling FA; Sun C; Wang D; Alam FI, 2015, 'Fish counting and measurement: A modular framework and implementation', in Computer Vision and Pattern Recognition in Environmental Informatics, pp. 41 - 57, http://dx.doi.org/10.4018/978-1-4666-9435-4.ch003
    Book Chapters | 2015
    Westling FA; Sun C; Wang D; Alam FI, 2015, 'Fish counting and measurement: A modular framework and implementation', in Computer Vision and Pattern Recognition in Environmental Informatics, pp. 41 - 57, http://dx.doi.org/10.4018/978-1-4666-9435-4.ch003
    Book Chapters | 2011
    Domanski L; Sun C; Lagerstrom R; Wang D; Bischof L; Payne M; Vallotton P, 2011, 'High-Throughput Detection of Linear Features: Selected Applications in Biological Imaging', in Dougherty G (ed.), MEDICAL IMAGE PROCESSING: TECHNIQUES AND APPLICATIONS, SPRINGER, pp. 167 - 191, http://dx.doi.org/10.1007/978-1-4419-9779-1_8
  • Edited Books | 2015
    Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, (eds.), 2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer, http://link.springer.com/book/10.1007/978-3-319-10984-8
  • Journal articles | 2024
    Jin Q; Cui H; Sun C; Song Y; Zheng J; Cao L; Wei L; Su R, 2024, 'Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation', Expert Systems with Applications, 238, http://dx.doi.org/10.1016/j.eswa.2023.122093
    Journal articles | 2024
    Li X; Zhang T; Liu Z; Liu B; Rehman SU; Rehman B; Sun C, 2024, 'Saliency Guided Siamese Attention Network for Infrared Ship Target Tracking', IEEE Transactions on Intelligent Vehicles, http://dx.doi.org/10.1109/TIV.2024.3370233
    Journal articles | 2024
    Liu Z; Li X; Zhang T; Zhang X; Sun C; Rehman SU; Ahmad J, 2024, 'A Two-branch Edge Guided Lightweight Network for infrared image saliency detection', Computers and Electrical Engineering, 118, http://dx.doi.org/10.1016/j.compeleceng.2024.109296
    Journal articles | 2024
    Lu J; Ma LK; Lv CL; Zhang WC; Sun CM, 2024, 'A Multi-target Track-before-detect Algorithm Based on Cost-reference Particle Filter Bank', Zidonghua Xuebao/Acta Automatica Sinica, 50, pp. 851 - 861, http://dx.doi.org/10.16383/j.aas.c220635
    Journal articles | 2024
    Ren J; Li C; An Y; Zhang W; Sun C, 2024, 'Few-Shot Fine-Grained Image Classification: A Comprehensive Review', AI (Switzerland), 5, pp. 405 - 425, http://dx.doi.org/10.3390/ai5010020
    Journal articles | 2024
    Song J; Sowmya A; Kato J; Sun C, 2024, 'Efficient masked feature and group attention network for stereo image super-resolution', Image and Vision Computing, 151, http://dx.doi.org/10.1016/j.imavis.2024.105252
    Journal articles | 2024
    Song J; Sowmya A; Sun C, 2024, 'Efficient Hybrid Feature Interaction Network for Stereo Image Super-Resolution', IEEE Transactions on Multimedia, 26, pp. 10094 - 10105, http://dx.doi.org/10.1109/TMM.2024.3405626
    Journal articles | 2024
    Su R; Han J; Sun C; Zhang D; Geng J; Wang P; Zeng X, 2024, 'Prediction of anti-cancer drug synergy based on cross-matching network and cancer molecular subtypes', Computers in Biology and Medicine, 175, http://dx.doi.org/10.1016/j.compbiomed.2024.108441
    Journal articles | 2024
    Wu R; Wang M; Li Z; Zhou J; Chen F; Wang X; Sun C, 2024, 'Few-Shot Stereo Matching with High Domain Adaptability Based on Adaptive Recursive Network', International Journal of Computer Vision, 132, pp. 1484 - 1501, http://dx.doi.org/10.1007/s11263-023-01953-0
    Journal articles | 2024
    Zhang W; Zhao Y; Gao Y; Sun C, 2024, 'Re-abstraction and perturbing support pair network for few-shot fine-grained image classification', Pattern Recognition, 148, http://dx.doi.org/10.1016/j.patcog.2023.110158
    Journal articles | 2023
    Jing J; Gao T; Zhang W; Gao Y; Sun C, 2023, 'Image Feature Information Extraction for Interest Point Detection: A Comprehensive Review', IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, pp. 4694 - 4712, http://dx.doi.org/10.1109/TPAMI.2022.3201185
    Journal articles | 2023
    Jing J; Liu C; Zhang W; Gao Y; Sun C, 2023, 'ECFRNet: Effective corner feature representations network for image corner detection', Expert Systems with Applications, 211, http://dx.doi.org/10.1016/j.eswa.2022.118673
    Journal articles | 2023
    Jing Y; Zhang T; Liu Z; Hou Y; Sun C, 2023, 'Swin-ResUNet+: An edge enhancement module for road extraction from remote sensing images', Computer Vision and Image Understanding, 237, http://dx.doi.org/10.1016/j.cviu.2023.103807
    Journal articles | 2023
    Khokher MR; Liao Q; Smith AL; Sun C; MacKenzie D; Thomas MR; Wang D; Edwards EJ, 2023, 'Early Yield Estimation in Viticulture Based on Grapevine Inflorescence Detection and Counting in Videos', IEEE Access, 11, pp. 37790 - 37808, http://dx.doi.org/10.1109/ACCESS.2023.3263238
    Journal articles | 2023
    Lu J; Peng G; Zhang W; Sun C, 2023, 'Track-Before-Detect Algorithm Based on Cost-Reference Particle Filter Bank for Weak Target Detection', IEEE Access, 11, pp. 121688 - 121701, http://dx.doi.org/10.1109/ACCESS.2023.3329300
    Journal articles | 2023
    Song J; Liu K; Sowmya A; Sun C, 2023, 'Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging', IEEE Transactions on Image Processing, 32, pp. 537 - 549, http://dx.doi.org/10.1109/TIP.2022.3230245
    Journal articles | 2023
    Su R; He H; Sun C; Wang X; Liu X, 2023, 'Prediction of drug-induced hepatotoxicity based on histopathological whole slide images', Methods, 212, pp. 31 - 38, http://dx.doi.org/10.1016/j.ymeth.2023.01.005
    Journal articles | 2023
    Sun L; Bockman J; Sun C, 2023, 'A Framework for Leveraging Interimage Information in Stereo Images for Enhanced Semantic Segmentation in Autonomous Driving', IEEE Transactions on Instrumentation and Measurement, 72, pp. 1 - 12, http://dx.doi.org/10.1109/TIM.2023.3328708
    Journal articles | 2023
    Zhang W; Sun C; Gao Y, 2023, 'Image Intensity Variation Information for Interest Point Detection', IEEE Transactions on Pattern Analysis and Machine Intelligence, 45, pp. 9883 - 9894, http://dx.doi.org/10.1109/TPAMI.2023.3240129
    Journal articles | 2023
    Zheng Y; Zhou F; Li L; Sun C; Bai X, 2023, 'Graph learning model for saliency detection in thermal pedestrian videos', Infrared Physics and Technology, 131, http://dx.doi.org/10.1016/j.infrared.2023.104673
    Journal articles | 2022
    Jing J; Liu S; Wang G; Zhang W; Sun C, 2022, 'Recent advances on image edge detection: A comprehensive review', Neurocomputing, 503, pp. 259 - 271, http://dx.doi.org/10.1016/j.neucom.2022.06.083
    Journal articles | 2022
    Liu T; Su R; Sun C; Li X; Wei L, 2022, 'EOCSA: Predicting prognosis of Epithelial ovarian cancer with whole slide histopathological images', Expert Systems with Applications, 206, http://dx.doi.org/10.1016/j.eswa.2022.117643
    Journal articles | 2022
    Lu J; Zhang W; Zhao Y; Sun C, 2022, 'Image local structure information learning for fine-grained visual classification', Scientific Reports, 12, http://dx.doi.org/10.1038/s41598-022-23835-0
    Journal articles | 2022
    Sun L; Yin W; Xie E; Li Z; Sun C; Shen C, 2022, 'Improving Monocular Visual Odometry Using Learned Depth', IEEE Transactions on Robotics, 38, pp. 3173 - 3186, http://dx.doi.org/10.1109/TRO.2022.3164834
    Journal articles | 2022
    Wang M; Sun C; Sowmya A, 2022, 'Complex shearlets and rotary phase congruence tensor for corner detection', Pattern Recognition, 128, http://dx.doi.org/10.1016/j.patcog.2022.108606
    Journal articles | 2022
    Wang M; Sun C; Sowmya A, 2022, 'Efficient corner detection based on corner enhancement filters', Digital Signal Processing: A Review Journal, 122, http://dx.doi.org/10.1016/j.dsp.2021.103364
    Journal articles | 2022
    Zheng Z; Zhang T; Liu Z; Liu B; Li Y; Sun C, 2022, 'Arbitrarily Oriented Object Detection in Remote Sensing Images Based on Improved YOLOv4-CSP', IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, pp. 9355 - 9368, http://dx.doi.org/10.1109/JSTARS.2022.3214541
    Journal articles | 2021
    Jin Q; Cui H; Sun C; Meng Z; Su R, 2021, 'Cascade knowledge diffusion network for skin lesion diagnosis and segmentation', Applied Soft Computing, 99, http://dx.doi.org/10.1016/j.asoc.2020.106881
    Journal articles | 2021
    Jin Q; Cui H; Sun C; Meng Z; Su R, 2021, 'Free-form tumor synthesis in computed tomography images via richer generative adversarial network', Knowledge-Based Systems, 218, http://dx.doi.org/10.1016/j.knosys.2021.106753
    Journal articles | 2021
    Jin Q; Cui H; Sun C; Meng Z; Wei L; Su R, 2021, 'Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images', Expert Systems with Applications, 176, http://dx.doi.org/10.1016/j.eswa.2021.114848
    Journal articles | 2021
    Li D; Tang P; Zhang R; Sun C; Li Y; Qian J; Liang Y; Yang J; Zhang L, 2021, 'Robust Blood Cell Image Segmentation Method Based on Neural Ordinary Differential Equations', Computational and Mathematical Methods in Medicine, 2021, http://dx.doi.org/10.1155/2021/5590180
    Journal articles | 2021
    Wang G; Sun C; Sowmya A, 2021, 'Attentive feature refinement network for single rainy image restoration', IEEE Transactions on Image Processing, 30, pp. 3734 - 3747, http://dx.doi.org/10.1109/TIP.2021.3064229
    Journal articles | 2021
    Wang G; Sun C; Sowmya A, 2021, 'Context-Enhanced Representation Learning for Single Image Deraining', International Journal of Computer Vision, 129, pp. 1650 - 1674, http://dx.doi.org/10.1007/s11263-020-01425-9
    Journal articles | 2021
    Zhang W; Sun C, 2021, 'Corner Detection Using Second-Order Generalized Gaussian Directional Derivative Representations', IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, pp. 1213 - 1224, http://dx.doi.org/10.1109/TPAMI.2019.2949302
    Journal articles | 2020
    Gao T; Jing J; Liu C; Zhang W; Gao Y; Sun C, 2020, 'Fast corner detection using approximate form of second-order Gaussian directional derivative', IEEE Access, 8, pp. 194092 - 194104, http://dx.doi.org/10.1109/ACCESS.2020.3032751
    Journal articles | 2020
    Jin Q; Meng Z; Sun C; Cui H; Su R, 2020, 'RA-UNet: A Hybrid Deep Attention-Aware Network to Extract Liver and Tumor in CT Scans', Frontiers in Bioengineering and Biotechnology, 8, http://dx.doi.org/10.3389/fbioe.2020.605132
    Journal articles | 2020
    Li D; Sun C; Wei S; Yu Y; Yang J, 2020, 'Robust cell image segmentation via improved markov random field based on a Chinese restaurant process model', Journal of Advanced Computational Intelligence and Intelligent Informatics, 24, pp. 963 - 971, http://dx.doi.org/10.20965/JACIII.2020.P0963
    Journal articles | 2020
    Li Y; Bi Y; Zhang W; Sun C, 2020, 'Multi-Scale Anisotropic Gaussian Kernels for Image Edge Detection', IEEE Access, 8, pp. 1803 - 1812, http://dx.doi.org/10.1109/ACCESS.2019.2962520
    Journal articles | 2020
    Rahman S; Wang L; Sun C; Zhou L, 2020, 'Deep learning based HEp-2 image classification: A comprehensive review', Medical Image Analysis, 65, http://dx.doi.org/10.1016/j.media.2020.101764
    Journal articles | 2020
    Su R; Liu T; Sun C; Jin Q; Jennane R; Wei L, 2020, 'Fusing convolutional neural network features with hand-crafted features for osteoporosis diagnoses', Neurocomputing, 385, pp. 300 - 309, http://dx.doi.org/10.1016/j.neucom.2019.12.083
    Journal articles | 2020
    Wang G; Sun C; Sowmya A, 2020, 'Cascaded Attention Guidance Network for Single Rainy Image Restoration', IEEE Transactions on Image Processing, 29, pp. 9190 - 9203, http://dx.doi.org/10.1109/TIP.2020.3023773
    Journal articles | 2020
    Wang G; Sun C; Sowmya A, 2020, 'Learning a Compact Vein Discrimination Model with GANerated Samples', IEEE Transactions on Information Forensics and Security, 15, pp. 635 - 650, http://dx.doi.org/10.1109/TIFS.2019.2924553
    Journal articles | 2020
    Wang G; Sun C; Sowmya A, 2020, 'Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition', IEEE Transactions on Information Forensics and Security, 15, pp. 375 - 390, http://dx.doi.org/10.1109/TIFS.2019.2922331
    Journal articles | 2020
    Wang M; Zhang W; Sun C; Sowmya A, 2020, 'Corner detection based on shearlet transform and multi-directional structure tensor', Pattern Recognition, 103, http://dx.doi.org/10.1016/j.patcog.2020.107299
    Journal articles | 2020
    Zhang M; Gao Y; Sun C; Blumenstein M, 2020, 'A robust matching pursuit algorithm using information theoretic learning', Pattern Recognition, 107, http://dx.doi.org/10.1016/j.patcog.2020.107415
    Journal articles | 2020
    Zhang M; Gao Y; Sun C; Blumenstein M, 2020, 'Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy', IEEE Transactions on Image Processing, 30, pp. 150 - 162, http://dx.doi.org/10.1109/TIP.2020.3033151
    Journal articles | 2020
    Zhang W; Sun C, 2020, 'Corner Detection Using Multi-directional Structure Tensor with Multiple Scales', International Journal of Computer Vision, 128, pp. 438 - 459, http://dx.doi.org/10.1007/s11263-019-01257-2
    Journal articles | 2019
    Bai X; Sun C; Sun C, 2019, 'Cell segmentation based on FOPSO combined with shape information improved intuitionistic FCM', IEEE Journal of Biomedical and Health Informatics, 23, pp. 449 - 459, http://dx.doi.org/10.1109/JBHI.2018.2803020
    Journal articles | 2019
    Chen YF; Lin CS; Hong CF; Lee DJ; Sun C; Lin HH, 2019, 'Design of a Clinical Decision Support System for Predicting Erectile Dysfunction in Men Using NHIRD Dataset', IEEE Journal of Biomedical and Health Informatics, 23, pp. 2127 - 2137, http://dx.doi.org/10.1109/JBHI.2018.2877595
    Journal articles | 2019
    Li D; Zhang L; Sun C; Yin T; Liu C; Yang J, 2019, 'Robust Retinal Image Enhancement via Dual-Tree Complex Wavelet Transform and Morphology-Based Method', IEEE Access, 7, pp. 47303 - 47316, http://dx.doi.org/10.1109/ACCESS.2019.2909788
    Journal articles | 2019
    Liu Y; Liu G; Liu C; Sun C, 2019, 'A Novel Color-Texture Descriptor Based on Local Histograms for Image Segmentation', IEEE Access, 7, pp. 160683 - 160695, http://dx.doi.org/10.1109/ACCESS.2019.2951228
    Journal articles | 2019
    Wang B; Gao Y; Sun C; Blumenstein M; la Salle J, 2019, 'Chord Bunch Walks for Recognizing Naturally Self-Overlapped and Compound Leaves', IEEE Transactions on Image Processing, 28, pp. 5963 - 5976, http://dx.doi.org/10.1109/TIP.2019.2921526
    Journal articles | 2019
    Zhang W; Sun C; Breckon T; Alshammari N, 2019, 'Discrete Curvature Representations for Noise Robust Image Corner Detection', IEEE Transactions on Image Processing, 28, pp. 4444 - 4459, http://dx.doi.org/10.1109/TIP.2019.2910655
    Journal articles | 2019
    Zhao J; Meng Z; Wei L; Sun C; Zou Q; Su R, 2019, 'Supervised Brain Tumor Segmentation Based on Gradient and Context-Sensitive Features', Frontiers in Neuroscience, 13, http://dx.doi.org/10.3389/fnins.2019.00144
    Journal articles | 2019
    Zheng Y; Zhou F; Li L; Bai X; Sun C, 2019, 'Mutual guidance-based saliency propagation for infrared pedestrian images', IEEE Access, 7, pp. 113355 - 113371, http://dx.doi.org/10.1109/ACCESS.2019.2933310
    Journal articles | 2018
    Li M; Sun C, 2018, 'Refinement of LiDAR point clouds using a super voxel based approach', ISPRS Journal of Photogrammetry and Remote Sensing, 143, pp. 213 - 221, http://dx.doi.org/10.1016/j.isprsjprs.2018.03.010
    Journal articles | 2018
    Liu Z; Bai X; Sun C; Zhou F; Li Y, 2018, 'Multi-Modal Ship Target Image Smoothing Based on Adaptive Mean Shift', IEEE Access, 6, pp. 12573 - 12586, http://dx.doi.org/10.1109/ACCESS.2018.2794141
    Journal articles | 2018
    Zhang Y; Tang G; Liu X; Sun C, 2018, 'Disparity-based error concealment for stereoscopic images with superpixel segmentation', KSII Transactions on Internet and Information Systems, 12, pp. 4375 - 4387, http://dx.doi.org/10.3837/tiis.2018.09.014
    Journal articles | 2017
    Jiang Y; Sun C; Zhao Y; Yang L, 2017, 'Fog density estimation and image defogging based on surrogate modeling for optical depth', IEEE Transactions on Image Processing, 26, pp. 3397 - 3409, http://dx.doi.org/10.1109/TIP.2017.2700720
    Journal articles | 2017
    Jiang Y; Sun C; Zhao Y; Yang L, 2017, 'Image dehazing using adaptive bi-channel priors on superpixels', Computer Vision and Image Understanding, 165, pp. 17 - 32, http://dx.doi.org/10.1016/j.cviu.2017.10.014
    Journal articles | 2017
    Li D; Sun C; Yang J; Liu H; Peng J; Zhang L, 2017, 'Robust multi-frame adaptive optics image restoration algorithm using maximum likelihood estimation with poisson statistics', Sensors (Switzerland), 17, pp. 785, http://dx.doi.org/10.3390/s17040785
    Journal articles | 2017
    Tan X; Sun C; Shen F; Wong KYK, 2017, 'Efficient Message Passing Methods with Fully Connected Models for Early Vision', IEEE Transactions on Image Processing, 26, pp. 1 - 11, http://dx.doi.org/10.1109/TIP.2017.2750406
    Journal articles | 2016
    Jiang Y; Sun C; Tan X; Yang L, 2016, 'Orientation-guided geodesic weighting for PatchMatch-based stereo matching', Information Sciences, 334-335, pp. 293 - 306, http://dx.doi.org/10.1016/j.ins.2015.11.041
    Journal articles | 2016
    Li M; Sun Z; Liu S; Ma Y; Ma H; Sun C; Jia Y, 2016, 'Stereo vision technologies for China's lunar rover exploration mission', International Journal of Robotics and Automation, 31, pp. 128 - 136, http://dx.doi.org/10.2316/Journal.206.2016.2.206-4440
    Journal articles | 2016
    Liu Z; Bai X; Sun C; Zhou F; Li Y, 2016, 'Infrared ship target segmentation through integration of multiple feature maps', Image and Vision Computing, 48-49, pp. 14 - 25, http://dx.doi.org/10.1016/j.imavis.2015.12.005
    Journal articles | 2016
    Su R; Zhang C; Pham TD; Davey R; Bischof L; Vallotton P; Lovell D; Hope S; Schmoelzl S; Sun C, 2016, 'Detection of tubule boundaries based on circular shortest path and polar-transformation of arbitrary shapes', Journal of Microscopy, 264, pp. 127 - 142, http://dx.doi.org/10.1111/jmi.12421
    Journal articles | 2016
    Tan H; Wang D; Li R; Sun C; Lagerstrom R; He Y; Xue Y; Xiao T, 2016, 'A robust method for high-precision quantification of the complex three-dimensional vasculatures acquired by X-ray microtomography', Journal of Synchrotron Radiation, 23, pp. 1216 - 1226, http://dx.doi.org/10.1107/S1600577516011498
    Journal articles | 2016
    Tan X; Sun C; Pham TD, 2016, 'Edge-Aware Filtering with Local Polynomial Approximation and Rectangle-Based Weighting', IEEE Transactions on Cybernetics, 46, pp. 2693 - 2705, http://dx.doi.org/10.1109/TCYB.2015.2485203
    Journal articles | 2016
    Tan X; Sun C; Pham TD, 2016, 'Stereo matching based on multi-direction polynomial model', Signal Processing: Image Communication, 44, pp. 44 - 56, http://dx.doi.org/10.1016/j.image.2015.12.008
    Journal articles | 2016
    Tan X; Sun C; Wong KYK; Pham TD, 2016, 'Guided image completion by confidence propagation', Pattern Recognition, 50, pp. 210 - 222, http://dx.doi.org/10.1016/j.patcog.2015.08.003
    Journal articles | 2016
    Xiong X; Zhou F; Bai X; Xue B; Sun C, 2016, 'Semi-automated infrared simulation on real urban scenes based on multi-view images', Optics Express, 24, pp. 11345 - 11375, http://dx.doi.org/10.1364/OE.24.011345
    Journal articles | 2015
    Bai X; Wang P; Sun C; Zhang Y; Zhou F; Meng C, 2015, 'Finding splitting lines for touching cell nuclei with a shortest path algorithm', Computers in Biology and Medicine, 63, pp. 277 - 286, http://dx.doi.org/10.1016/j.compbiomed.2014.10.008
    Journal articles | 2015
    Bednarz T; Wang D; Arzhaeva Y; Lagerstrom R; Vallotton P; Burdett N; Khassapov A; Szul P; Chen S; Sun C; Domanski L; Thompson D; Gureyev T; Taylor JA, 2015, 'Cloud based toolbox for image analysis, processing and reconstruction tasks', Advances in Experimental Medicine and Biology, 823, pp. 191 - 205, http://dx.doi.org/10.1007/978-3-319-10984-8_11
    Journal articles | 2015
    Carreras IA; Turaga SC; Berger DR; San DC; Giusti A; Gambardella LM; Schmidhuber J; Laptev D; Dwivedi S; Buhmann JM; Liu T; Seyedhosseini M; Tasdizen T; Kamentsky L; Burget R; Uher V; Tan X; Sun C; Pham TD; Bas E; Uzunbas MG; Cardona A; Schindelin J; Seung HS, 2015, 'Crowdsourcing the creation of image segmentation algorithms for connectomics', Frontiers in Neuroanatomy, 9, pp. 1 - 13, http://dx.doi.org/10.3389/fnana.2015.00142
    Journal articles | 2015
    Li M; Liu S; Ma Y; Sun C; Jia Y, 2015, 'Descent image based landing area terrain reconstruction technology for lunar landing mission', Imaging Science Journal, 63, pp. 440 - 446, http://dx.doi.org/10.1179/1743131X15Y.0000000029
    Journal articles | 2015
    Li R; Wang D; Sun C; Lagerstrom R; Tan H; He Y; Xiao T, 2015, 'Towards automated quantitative vasculature understanding via ultra high-resolution imagery', Advances in Experimental Medicine and Biology, 823, pp. 177 - 189, http://dx.doi.org/10.1007/978-3-319-10984-8_10
    Journal articles | 2015
    M. Altarawneh N; Luo S; Regan B; Sun C, 2015, 'A Modified Distance Regularized Level Set Model for Liver Segmentation from CT Images', Signal & Image Processing : An International Journal, 6, pp. 01 - 11, http://dx.doi.org/10.5121/sipij.2015.6101
    Journal articles | 2015
    Tan X; Sun C; Sirault X; Furbank R; Pham TD, 2015, 'Feature matching in stereo images encouraging uniform spatial distribution', Pattern Recognition, 48, pp. 2530 - 2542, http://dx.doi.org/10.1016/j.patcog.2015.02.026
    Journal articles | 2015
    Zhang C; Sun C; Su R; Pham TD, 2015, 'Clustered nuclei splitting via curvature information and gray-scale distance transform', Journal of Microscopy, 259, pp. 36 - 52, http://dx.doi.org/10.1111/jmi.12246
    Journal articles | 2014
    Liu Z; Zhou F; Chen X; Bai X; Sun C, 2014, 'Iterative infrared ship target segmentation based on multiple features', Pattern Recognition, 47, pp. 2839 - 2852, http://dx.doi.org/10.1016/j.patcog.2014.03.005
    Journal articles | 2014
    M. Altarawneh N; Luo S; Regan B; Sun C; Jia F, 2014, 'Global Threshold and Region-Based Active Contour Model for Accurate Image Segmentation', Signal & Image Processing : An International Journal, 5, pp. 01 - 11, http://dx.doi.org/10.5121/sipij.2014.5301
    Journal articles | 2014
    Rueda S; Fathima S; Knight CL; Yaqub M; Papageorghiou AT; Rahmatullah B; Foi A; Maggioni M; Pepe A; Tohka J; Stebbing RV; McManigle JE; Ciurte A; Bresson X; Cuadra MB; Sun C; Ponomarev GV; Gelfand MS; Kazanov MD; Wang CW; Chen HC; Peng CW; Hung CM; Noble JA, 2014, 'Evaluation and comparison of current fetal ultrasound image segmentation methods for biometric measurements: A grand challenge', IEEE Transactions on Medical Imaging, 33, pp. 797 - 813, http://dx.doi.org/10.1109/TMI.2013.2276943
    Journal articles | 2014
    Su R; Sun C; Zhang C; Pham TD, 2014, 'A new method for linear feature and junction enhancement in 2D images based on morphological operation, oriented anisotropic Gaussian function and Hessian information', Pattern Recognition, 47, pp. 3193 - 3208, http://dx.doi.org/10.1016/j.patcog.2014.04.024
    Journal articles | 2014
    Su R; Sun C; Zhang C; Pham TD, 2014, 'A novel method for dendritic spines detection based on directional morphological filter and shortest path', Computerized Medical Imaging and Graphics, http://dx.doi.org/10.1016/j.compmedimag.2014.07.006
    Journal articles | 2014
    Su R; Sun C; Zhang C; Pham TD, 2014, 'A novel method for dendritic spines detection based on directional morphological filter and shortest path', Computerized Medical Imaging and Graphics, 38, pp. 793 - 802, http://dx.doi.org/10.1016/j.compmedimag.2014.07.006
    Journal articles | 2014
    Tan X; Sun C; Sirault X; Furbank R; Pham TD, 2014, 'Feature matching in stereo images encouraging uniform spatial distribution', Pattern Recognition, http://dx.doi.org/10.1016/j.patcog.2015.02.026
    Journal articles | 2014
    Tan X; Sun C; Sirault X; Furbank R; Pham TD, 2014, 'Stereo matching using cost volume watershed and region merging', Signal Processing: Image Communication, 29, pp. 1232 - 1244, http://dx.doi.org/10.1016/j.image.2014.06.002
    Journal articles | 2013
    Domanski L; Bednarz T; Gureyev T; Murray L; Huang BE; Nesterets Y; Thompson D; Jones E; Cavanagh C; Wang D; Vallotton P; Sun C; Khassapov A; Stevenson A; Mayo S; Morell M; George AW; Taylor JA, 2013, 'Applications of heterogeneous computing in computational and simulation science', International Journal of Computational Science and Engineering, 8, pp. 240 - 252, http://dx.doi.org/10.1504/IJCSE.2013.055356
    Journal articles | 2013
    Tan X; Sirault X; Sun C; Furbank R; Pham TD, 2013, 'Cross image inference scheme for stereo matching', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 217 - 230, http://dx.doi.org/10.1007/978-3-642-37447-0_17
    Journal articles | 2013
    Zhang C; Sun C; Pham TD, 2013, 'Segmentation of clustered nuclei based on concave curve expansion', Journal of Microscopy, 251, pp. 57 - 67, http://dx.doi.org/10.1111/jmi.12043
    Journal articles | 2013
    Zhang C; Sun C; Vallotton P; Fenech M; Pham TD, 2013, 'Automatic nuclear bud detection using ellipse fitting, moving sticks or top-hat transformation', Journal of Microscopy, 252, pp. 122 - 134, http://dx.doi.org/10.1111/jmi.12076
    Journal articles | 2012
    Leung C; Appleton B; Buckley M; Sun C, 2012, 'Embedded voxel colouring with adaptive threshold selection using globally minimal surfaces', International Journal of Computer Vision, 99, pp. 215 - 231, http://dx.doi.org/10.1007/s11263-012-0525-8
    Journal articles | 2012
    Su R; Sun C; Pham TD, 2012, 'Dendritic spines detection based on directional morphological filter and shortest path.', Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference, pp. 5343 - 5346
    Journal articles | 2012
    Su R; Sun C; Pham TD, 2012, 'Junction detection for linear structures based on Hessian, correlation and shape information', Pattern Recognition, 45, pp. 3695 - 3706, http://dx.doi.org/10.1016/j.patcog.2012.04.013
    Journal articles | 2011
    Vallotton P; Sun C; Lovell D; Savelsbergh M; Payne M; Muench G, 2011, 'Identifying weak linear features with the "coalescing shortest path image transform"', Microscopy and Microanalysis, 17, pp. 911 - 914, http://dx.doi.org/10.1017/S1431927611012128
    Journal articles | 2010
    Vallotton P; Sun C; Lovell D; Fazio VJ; Newman J, 2010, 'DroplIT, an improved image analysis method for droplet identification in high-throughput crystallization trials', Journal of Applied Crystallography, 43, pp. 1548 - 1552, http://dx.doi.org/10.1107/S0021889810040963
    Journal articles | 2010
    Wang D; Lagerstrom R; Sun C; Bishof L; Valotton P; Götte M, 2010, 'HCA-Vision: Automated neurite outgrowth analysis', Journal of Biomolecular Screening, 15, pp. 1165 - 1170, http://dx.doi.org/10.1177/1087057110382894
    Journal articles | 2009
    Sun C; Beare R; Cheong K; Jung BJ; Kim M, 2009, 'Stereoscopic flatbed scanner', Journal of Electronic Imaging, 18, http://dx.doi.org/10.1117/1.3059582
    Journal articles | 2009
    Sun C; Vallotton P, 2009, 'Fast linear feature detection using multiple directional non-maximum suppression', Journal of Microscopy, 234, pp. 147 - 157, http://dx.doi.org/10.1111/j.1365-2818.2009.03156.x
    Journal articles | 2009
    Sun CW; Vallotton P; Lopez JA; Ng YK; James DE, 2009, 'Membrane boundary extraction using circular multiple paths', Pattern Recognition, 42, pp. 523 - 530
    Journal articles | 2008
    Lagerstrom R; Sun C; Vallotton P, 2008, 'Boundary extraction of linear features using dual paths through gradient profiles', Pattern Recognition Letters, 29, pp. 1753 - 1757, http://dx.doi.org/10.1016/j.patrec.2008.05.009
    Journal articles | 2008
    Leung C; Appleton B; Sun C, 2008, 'Iterated dynamic programming and quadtree subregioning for fast stereo matching', Image and Vision Computing, 26, pp. 1371 - 1383, http://dx.doi.org/10.1016/j.imavis.2007.11.013
    Journal articles | 2007
    Sun C; Berman M; Coward D; Osborne B, 2007, 'Thickness measurement and crease detection of wheat grains using stereo vision', Pattern Recognition Letters, 28, pp. 1501 - 1508, http://dx.doi.org/10.1016/j.patrec.2007.03.008
    Journal articles | 2007
    Sun C; Vallotton P; Wang D; Lopez J; Ng Y; James D, 2007, 'Membrane boundary extraction using a circular shortest path technique', AIP Conference Proceedings, 952, pp. 41 - 47, http://dx.doi.org/10.1063/1.2816642
    Journal articles | 2007
    Vallotton P; Lagerstrom R; Sun C; Buckley M; Wang D; De Silva M; Tan SS; Gunnersen JM, 2007, 'Automated analysis of neurite branching in cultured cortical neurons using HCA-Vision', Cytometry Part A, 71, pp. 889 - 895, http://dx.doi.org/10.1002/cyto.a.20462
    Journal articles | 2006
    Sun C; Beare R; Hilsenstein V; Jackway P, 2006, 'Mosaicing of microscope images with global geometric and radiometric corrections', Journal of Microscopy, 224, pp. 158 - 165, http://dx.doi.org/10.1111/j.1365-2818.2006.01687.x
    Journal articles | 2006
    Sun C; Jones R; Talbot H; Wu X; Cheong K; Beare R; Buckley M; Berman M, 2006, 'Measuring the distance of vegetation from powerlines using stereo vision', ISPRS Journal of Photogrammetry and Remote Sensing, 60, pp. 269 - 283, http://dx.doi.org/10.1016/j.isprsjprs.2006.03.004
    Journal articles | 2006
    Sun C, 2006, 'Moving average algorithms for diamond, hexagon, and general polygonal shaped window operations', Pattern Recognition Letters, 27, pp. 556 - 566, http://dx.doi.org/10.1016/j.patrec.2005.09.020
    Journal articles | 2005
    Bischof L; Buckley M; Lagerstrom R; Sun C; Talbot H; Wang D; Vallotton P, 2005, 'Image analysis of neurite branching: High-content screening at high speed', American Biotechnology Laboratory, 23, pp. 22
    Journal articles | 2005
    Sun C; Appleton B, 2005, 'Multiple paths extraction in images using a constrained expanded trellis', IEEE Transactions on Pattern Analysis and Machine Intelligence, 27, pp. 1923 - 1933, http://dx.doi.org/10.1109/TPAMI.2005.247
    Journal articles | 2004
    Sun C; Peleg S, 2004, 'Fast Panoramic Stereo Matching Using Cylindrical Maximum Surfaces', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 34, pp. 760 - 764, http://dx.doi.org/10.1109/TSMCB.2003.816997
    Journal articles | 2003
    Appleton B; Sun C, 2003, 'Circular shortest paths by branch and bound', Pattern Recognition, 36, pp. 2513 - 2520, http://dx.doi.org/10.1016/S0031-3203(03)00122-5
    Journal articles | 2003
    Sun C; Pallottino S, 2003, 'Circular shortest path in images', Pattern Recognition, 36, pp. 709 - 719, http://dx.doi.org/10.1016/S0031-3203(02)00085-7
    Journal articles | 2003
    Sun C, 2003, 'Uncalibrated three-view image rectification', Image and Vision Computing, 21, pp. 259 - 269, http://dx.doi.org/10.1016/S0262-8856(02)00157-9
    Journal articles | 2002
    Sun C, 2002, 'Fast optical flow using 3D shortest path techniques', Image and Vision Computing, 20, pp. 981 - 991, http://dx.doi.org/10.1016/S0262-8856(02)00112-9
    Journal articles | 2002
    Sun C, 2002, 'Fast stereo matching using rectangular subregioning and 3D maximum-surface techniques', International Journal of Computer Vision, 47, pp. 99 - 117, http://dx.doi.org/10.1023/A:1014585622703
    Journal articles | 2001
    Molchanov I; Jennison C; Ersboll BK; Hancock E; Wilson R; Horgan G; Kent JT; Ashburner J; Dryden IL; Petrou M; Angulo JM; Berman M; Coleman R; Duta N; Jain AK; Ghosh JK; Murthy CA; Gray A; Gustafsson J; Rudemo M; Hogg D; Koch I; Linney A; Ramsay JO; Ramsay TO; Rao MM; Sebastiani G; de Souza K; Sun CM; Buckley M; Titterington DM; Trubuil A; Worsley KJ; Yu KM, 2001, 'A penalized likelihood approach to image warping - Discussion', JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 63, pp. 492 - 514, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000170353900004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Journal articles | 2001
    Sun C; Wu X, 2001, 'Automatic segmentation of fiducial marks using attribute-based mathematical morphology', Journal of Electronic Imaging, 10, pp. 560 - 566, http://dx.doi.org/10.1117/1.1344186
    Journal articles | 2001
    Sun C, 2001, 'De-interlacing of video images using a shortest path technique', IEEE Transactions on Consumer Electronics, 47, pp. 225 - 230, http://dx.doi.org/10.1109/30.964101
    Journal articles | 2001
    Sun C, 2001, 'Fast algorithm for local statistics calculation for N-dimensional images', Real-Time Imaging, 7, pp. 519 - 527, http://dx.doi.org/10.1006/rtim.2001.0265
    Journal articles | 2000
    Sun C, 2000, '2-Point linear algorithm for camera translation vector estimation with known rotation', Robotica, 18, pp. 557 - 561, http://dx.doi.org/10.1017/S0263574799002520
    Journal articles | 1999
    Sun C; Si D, 1999, 'Fast reflectional symmetry detection using orientation histograms', Real-Time Imaging, 5, pp. 63 - 74, http://dx.doi.org/10.1006/rtim.1998.0135
    Journal articles | 1998
    Brown MS; Wilson LS; Doust BD; Gill RW; Sun C, 1998, 'Knowledge-based method for segmentation and analysis of lung boundaries in chest X-ray images', Computerized Medical Imaging and Graphics, 22, pp. 463 - 477, http://dx.doi.org/10.1016/S0895-6111(98)00051-2
    Journal articles | 1997
    Sun C; Sherrah J, 1997, '3D symmetry detection using the extended gaussian image', IEEE Transactions on Pattern Analysis and Machine Intelligence, 19, pp. 164 - 169, http://dx.doi.org/10.1109/34.574800
    Journal articles | 1997
    Sun C, 1997, 'Fast recovery of rotational symmetry parameters using gradient orientation', Optical Engineering, 36, pp. 1073 - 1077, http://dx.doi.org/10.1117/1.601290
    Journal articles | 1995
    Sun C, 1995, 'Symmetry detection using gradient information', Pattern Recognition Letters, 16, pp. 987 - 996, http://dx.doi.org/10.1016/0167-8655(95)00049-M
    Journal articles | 1991
    Sun CM; Sezgin OS; Forrest AK; Davies BL, 1991, 'Use of vision in dispensing control and inspection of adhesives', Robotica, 9, pp. 371 - 377, http://dx.doi.org/10.1017/S0263574700000540
  • Preprints | 2024
    Jin Q; Cui H; Sun C; Song Y; Zheng J; Cao L; Wei L; Su R, 2024, Inter- and intra-uncertainty based feature aggregation model for semi-supervised histopathology image segmentation,
    Preprints | 2024
    Jin Q; Huang J; Sun C; Cui H; Xuan P; Su R; Wei L; Wu Y-J; Wu C-A; Duh HBL; Lu Y-H, 2024, Location embedding based pairwise distance learning for fine-grained diagnosis of urinary stones, http://dx.doi.org/10.48550/arxiv.2407.00431
    Conference Papers | 2023
    Jin Q; Cui H; Sun C; Huang J; Xuan P; Xu Y; Wang L; Cao L; Wei L; Su R, 2023, 'Shape-aware contrastive deep supervision for esophageal tumor segmentation from CT scans', in Proceedings - 2023 2023 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2023, pp. 1188 - 1193, http://dx.doi.org/10.1109/BIBM58861.2023.10385830
    Conference Papers | 2023
    Lu J; Peng G; Sun C; Zhang W, 2023, 'Weak Maneuvering Target Detection Using Cost-Reference Particle Filter Bank', in 2023 5th International Conference on Intelligent Control, Measurement and Signal Processing, ICMSP 2023, pp. 29 - 33, http://dx.doi.org/10.1109/ICMSP58539.2023.10170962
    Conference Papers | 2023
    Rahman S; Koniusz P; Wang L; Zhou L; Moghadam P; Sun C, 2023, 'Learning Partial Correlation based Deep Visual Representation for Image Classification', in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), IEEE, pp. 6231 - 6240, presented at 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 17 June 2023 - 24 June 2023, http://dx.doi.org/10.1109/cvpr52729.2023.00603
    Preprints | 2023
    Rahman S; Koniusz P; Wang L; Zhou L; Moghadam P; Sun C, 2023, Learning Partial Correlation based Deep Visual Representation for Image Classification, , http://dx.doi.org/10.48550/arxiv.2304.11597
    Conference Papers | 2023
    Tao L; Dong M; Liu D; Sun C; Xu C, 2023, 'Calibrating a Deep Neural Network with Its Predecessors', in IJCAI International Joint Conference on Artificial Intelligence, pp. 4271 - 4279
    Conference Papers | 2022
    Jing Y; Tu S; Liu Z; Hou Y; Sun C, 2022, 'Swin-ResUNet: A Swin-Topology Module for Road Extraction from Remote Sensing Images', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034582
    Conference Papers | 2022
    Liao Y; Zhang W; Gao Y; Sun C; Yu X, 2022, 'ASRSNet: Automatic Salient Region Selection Network for Few-Shot Fine-Grained Image Classification', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 627 - 638, http://dx.doi.org/10.1007/978-3-031-09037-0_51
    Preprints | 2022
    Liu T; Su R; Sun C; Li X; Wei L, 2022, EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images, , http://dx.doi.org/10.48550/arxiv.2210.05258
    Preprints | 2021
    Jin Q; Cui H; Sun C; Meng Z; Su R, 2021, Free-form tumor synthesis in computed tomography images via richer generative adversarial network, , http://dx.doi.org/10.48550/arxiv.2104.09701
    Preprints | 2021
    Jin Q; Cui H; Sun C; Meng Z; Wei L; Su R, 2021, Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images, , http://dx.doi.org/10.48550/arxiv.2104.09699
    Conference Papers | 2021
    Wang G; Sun C; Xu X; Li J; Wang Z; Ma Z, 2021, 'Disentangled Representation Learning and Enhancement Network for Single Image De-Raining', in MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, pp. 3015 - 3023, http://dx.doi.org/10.1145/3474085.3475632
    Conference Papers | 2021
    Wu R; Sun C; Liu Z; Sowmya A, 2021, 'Deep learning based stereo cost aggregation on a small dataset', in DICTA 2021 - 2021 International Conference on Digital Image Computing: Techniques and Applications, http://dx.doi.org/10.1109/DICTA52665.2021.9647104
    Preprints | 2020
    Zhang M; Gao Y; Sun C; Blumenstein M, 2020, Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy, , http://dx.doi.org/10.48550/arxiv.2005.04605
    Conference Papers | 2019
    He T; Shen C; Tian Z; Gong D; Sun C; Yan Y, 2019, 'Knowledge adaptation for efficient semantic segmentation', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 578 - 587, http://dx.doi.org/10.1109/CVPR.2019.00067
    Conference Papers | 2019
    Li D; Sun C; Su W; Yu Y; Yang J, 2019, 'Cell image segmentation using Markov random field', in IWACIII 2019 - 6th International Workshop on Advanced Computational Intelligence and Intelligent Informatics
    Preprints | 2019
    Rahman S; Wang L; Sun C; Zhou L, 2019, Deep Learning based HEp-2 Image Classification: A Comprehensive Review, , http://dx.doi.org/10.48550/arxiv.1911.08916
    Conference Papers | 2019
    Sathirasethawong C; Sun C; Lambert A; Tahtali M, 2019, 'Foreground Object Image Masking via EPI and Edge Detection for Photogrammetry with Static Background', in Advances in visual computing : 14th International Symposium on Visual Computing, ISVC 2019, Lake Tahoe, NV, USA, October 7-9, 2019, Proceedings. Part II, Springer Nature, Switzerland AG, pp. 345 - 357, presented at ISVC, Lake Tahoe, NV, 07 October 2019 - 09 October 2019, http://dx.doi.org/10.1007/978-3-030-33723-0_28
    Conference Papers | 2019
    Wang G; Sun C; Sowmya A, 2019, 'ERL-Net: Entangled representation learning for single image de-raining', in Proceedings of the IEEE International Conference on Computer Vision, pp. 5643 - 5651, http://dx.doi.org/10.1109/ICCV.2019.00574
    Conference Papers | 2019
    Zhang M; Gao Y; Sun C; Blumenstein M, 2019, 'Kernel Mean P Power Error Loss for Robust Two-Dimensional Singular Value Decomposition', in Proceedings - International Conference on Image Processing, ICIP, pp. 3432 - 3436, http://dx.doi.org/10.1109/ICIP.2019.8803437
    Conference Papers | 2019
    Zhang M; Gao Y; Sun C; Blumenstein M, 2019, 'Robust Sparse Learning Based on Kernel Non-Second Order Minimization', in Proceedings - International Conference on Image Processing, ICIP, pp. 2045 - 2049, http://dx.doi.org/10.1109/ICIP.2019.8803198
    Conference Papers | 2018
    He T; Tian Z; Huang W; Shen C; Qiao Y; Sun C, 2018, 'An End-to-End TextSpotter with Explicit Alignment and Attention', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 5020 - 5029, http://dx.doi.org/10.1109/CVPR.2018.00527
    Preprints | 2018
    Jin Q; Meng Z; Sun C; Wei L; Su R, 2018, RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans, , http://dx.doi.org/10.48550/arxiv.1811.01328
    Conference Papers | 2018
    Zhang M; Gao Y; Sun C; Blumenstein M, 2018, 'Matching pursuit based on kernel non-second order minimization', in Proceedings - International Conference on Image Processing, ICIP, pp. 3858 - 3862, http://dx.doi.org/10.1109/ICIP.2018.8451746
    Conference Papers | 2017
    Wang B; Gao Y; Sun C; Blumenstein M; La Salle J, 2017, 'Can walking and measuring along chord bunches better describe leaf shapes?', in Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, pp. 2047 - 2056, http://dx.doi.org/10.1109/CVPR.2017.221
    Conference Papers | 2016
    Luo S; Li X; Wang D; Li J; Sun C, 2016, 'Automatic Fish Recognition and Counting in Video Footage of Fishery Operations', in Proceedings - 2015 International Conference on Computational Intelligence and Communication Networks, CICN 2015, pp. 296 - 299, http://dx.doi.org/10.1109/CICN.2015.66
    Conference Papers | 2016
    Luo S; Li X; Wang D; Sun C; Li J; Tang G, 2016, 'Intelligent tuna recognition for fisheries monitoring', in 2015 12th International Computer Conference on Wavelet Active Media Technology and Information Processing, ICCWAMTIP 2015, pp. 158 - 162, http://dx.doi.org/10.1109/ICCWAMTIP.2015.7493966
    Conference Papers | 2016
    Sun C; Flemons P; Gao Y; Wang D; Fisher N; La Salle J, 2016, 'Automated Image Analysis on Insect Soups', in 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, IEEE, Gold Coast, QLD, Australia, presented at 2016 International Conference, Gold Coast, QLD, Australia, 30 November 2016 - 02 December 2016, http://dx.doi.org/10.1109/DICTA.2016.7797010
    Conference Papers | 2016
    Wang B; Gao Y; Sun C; Blumenstein M; La Salle J, 2016, 'A Local Scale Selection Scheme for Multiscale Area Integral Invariants', in 2016 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2016, http://dx.doi.org/10.1109/DICTA.2016.7796989
    Conference Papers | 2016
    Wang D; Lagerstrom R; Sun C; Laukamp C; Quigley M; Whitbourn L; Mason P; Connor P; Fisher L, 2016, 'Automated vein detection for drill core analysis by fusion of hyperspectral and visible image data', in M2VIP 2016 - Proceedings of 23rd International Conference on Mechatronics and Machine Vision in Practice, IEEE, Nanjing, China, presented at 2016 IEEE 23rd International Conference on Mechatronics and Machine Vision in Practice (M2VIP2016), Nanjing, China, 28 November 2016 - 30 November 2016, http://dx.doi.org/10.1109/M2VIP.2016.7827317
    Conference Papers | 2016
    Zhang M; Gao Y; Sun C; La Salle J; Liang J, 2016, 'Robust tensor factorization using maximum correntropy criterion', in Proceedings - International Conference on Pattern Recognition, pp. 4184 - 4189, http://dx.doi.org/10.1109/ICPR.2016.7900290
    Conference Papers | 2015
    Liu Z; Sun C; Bai X; Zhou F, 2015, 'Infrared ship target image smoothing based on adaptive mean shift', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008113
    Conference Papers | 2015
    Westling F; Sun C; Wang D, 2015, 'A modular learning approach for fish counting and measurement using stereo baited remote underwater video', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008086
    Conference Papers | 2014
    M. Altarawneh N; Luo S; Regan B; Sun C, 2014, 'A Novel Global Threshold-Based Active Contour Model', in Computer Science & Information Technology ( CS & IT ), Academy & Industry Research Collaboration Center (AIRCC), presented at Fourth International conference on Computer Science & Information Technology, http://dx.doi.org/10.5121/csit.2014.4220
    Conference Papers | 2014
    Tan X; Sun C; Pham TD, 2014, 'Multipoint filtering with local polynomial approximation and range guidance', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 2941 - 2948, http://dx.doi.org/10.1109/CVPR.2014.376
    Conference Papers | 2014
    Tan X; Sun C; Wang D; Guo Y; Pham TD, 2014, 'Soft cost aggregation with multi-resolution fusion', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 17 - 32, http://dx.doi.org/10.1007/978-3-319-10602-1_2
    Conference Papers | 2013
    Bai X; Sun C; Wang P; Zhou F, 2013, 'Shortest path based splitting line finding for touching cells', in AIP Conference Proceedings, pp. 67 - 76, http://dx.doi.org/10.1063/1.4824997
    Conference Papers | 2013
    Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, 2013, 'Preface: 2013 International Symposium on Computational Models for Life Sciences', in AIP Conference Proceedings, pp. 1, http://dx.doi.org/10.1063/1.4824987
    Conference Papers | 2013
    Sun C, 2013, 'Trinocular stereo image rectification in closed-form only using fundamental matrices', in 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, pp. 2212 - 2216, http://dx.doi.org/10.1109/ICIP.2013.6738456
    Conference Papers | 2013
    Zhang C; Sun C; Davey R; Su R; Bischof L; Vallotton P; Lovell D; Hope S; Lehnert S; Pham TD, 2013, 'Tubule detection in testis images using boundary weighting and circular shortest path', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, pp. 3319 - 3322, http://dx.doi.org/10.1109/EMBC.2013.6610251
    Conference Papers | 2012
    Su R; Sun C; Pham TD, 2012, 'Dendritic spines detection based on directional morphological filter and shortest path', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 5343 - 5346, presented at 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2012, San Diego, CA, 28 August 2012 - 01 September 2012, http://dx.doi.org/10.1109/EMBC.2012.6347201
    Conference Papers | 2012
    Su R; Sun C; Zhang C; Pham TD, 2012, 'Linear feature enhancement based on morphological operation and Gabor function', in Proceedings of IVCNZ 2012 - The 27th Image and Vision Computing New Zealand Conference, ACM, Dunedin, NZ, pp. 91 - 96, presented at 27th Image and Vision Computing New Zealand Conference, IVCNZ 2012, Dunedin, NZ, 26 November 2012 - 28 November 2012, http://dx.doi.org/10.1145/2425836.2425857
    Conference Papers | 2012
    Sun C, 2012, 'Closed-form stereo image rectification', in ACM International Conference Proceeding Series, pp. 132 - 137, http://dx.doi.org/10.1145/2425836.2425866
    Conference Papers | 2012
    Tan X; Sun C; Sirault X; Furbank R; Pham TD, 2012, 'Tree structural watershed for stereo matching', in Proceedings of IVCNZ 2012 - The 27th Image and Vision Computing New Zealand Conference, ACM, Dunedin, NZ, pp. 340 - 345, presented at 27th Image and Vision Computing New Zealand Conference, IVCNZ 2012, Dunedin, NZ, 26 November 2012 - 28 November 2012, http://dx.doi.org/10.1145/2425836.2425903
    Conference Papers | 2012
    Vallotton P; Payne M; Bednarz T; Domanski L; James DE; Hughes WE; Sun C, 2012, 'Automating the quantification of membrane proteins under confocal microscopy', in 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI),, Institute of Electrical and Electronics Engineers Inc., Piscataway, USA, pp. 776 - 779, presented at 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Barcelona, 02 May 2012 - 05 May 2012, http://dx.doi.org/10.1109/ISBI.2012.6235663
    Conference Papers | 2012
    Xiao T; Sun C; Sirault X; Furbank R; Pham TD, 2012, 'Feature correspondence with even distribution', in DICTA 2012 (Digital Image Computing: Techniques and Applications), IEEE, Piscataway, USA, pp. 7 - 7, presented at 2012 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2012), Fremantle, WA, Australia, 03 December 2012 - 05 December 2012, http://dx.doi.org/10.1109/DICTA.2012.6411723
    Conference Papers | 2012
    Zhang C; Sun C; Su R; Pham TD, 2012, 'Segmentation of clustered nuclei based on curvature weighting', in Proceedings of IVCNZ 2012 - The 27th Image and Vision Computing New Zealand Conference, ACM, Dunedin, NZ, pp. 49 - 54, presented at 27th Image and Vision Computing New Zealand Conference, IVCNZ 2012, Dunedin, NZ, 26 November 2012 - 28 November 2012, http://dx.doi.org/10.1145/2425836.2425848
    Conference Papers | 2011
    Domanski L; Bednarz T; Gureyev TE; Murray L; Huang E; Taylor JA; Nesterets YI; Thompson D; Jones E; Cavanagh C; Wang D; Vallotton P; Sun C; Margvelashvili N; Khassapov A; Stevenson A; Mayo S; Morell M; George AW, 2011, 'Applications of heterogeneous computing in computational and simulation science', in Proceedings - 2011 4th IEEE International Conference on Utility and Cloud Computing, UCC 2011, pp. 382 - 389, http://dx.doi.org/10.1109/UCC.2011.64
    Conference Papers | 2011
    Su R; Sun C; Pham TD, 2011, 'Junction Detection for Linear Structures', in AIP Conference Proceedings, American Institute of Physics, Melvile, NY 11747 USA, pp. 29 - 36, presented at 2011 International Symposium on Computational Models for life Sciences (CMLS-11), Toyama, Japan, 11 October 2011 - 13 October 2011, http://dx.doi.org/10.1063/1.3596624
    Conference Papers | 2011
    Zhang C; Sun C; Pham TD, 2011, 'Clustered nuclei splitting using curvature information', in Proceedings - 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011, IEEE Computer Society, Piscataway, NJ, USA, pp. 352 - 357, presented at 2011 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2011, Noosa, QLD, Australia, 06 December 2011 - 08 December 2011, http://dx.doi.org/10.1109/DICTA.2011.66
    Conference Papers | 2010
    Arzhaeva Y; Vallotton P; Sun C, 2010, 'Mosaicing of microscope images in the presence of large areas with insufficient information content', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, http://dx.doi.org/10.1117/12.844141
    Conference Papers | 2010
    Domanski L; Sun C; Hassan R; Vallotton P; Wang D, 2010, 'Linear feature detection on GPUs', in Proceedings - 2010 Digital Image Computing: Techniques and Applications, DICTA 2010, pp. 649 - 656, http://dx.doi.org/10.1109/DICTA.2010.112
    Conference Papers | 2010
    Ng TF; Pham TD; Sun C, 2010, 'Automated feature weighting in fuzzy declustering-based vector quantization', in 2010 20th International Conference on Pattern Recognition, IEEE, USA, pp. 686 - 689, presented at ICPR 2010, Istanbul, Turkey, 23 August 2010 - 26 August 2010, http://dx.doi.org/10.1109/ICPR.2010.173
    Conference Papers | 2010
    Sun C; Vallotton P; Fenech M; Thomas P, 2010, 'Automated detection of nucleoplasmic bridges for DNA damage scoring in binucleated cells', in Proceedings - International Conference on Pattern Recognition, pp. 2480 - 2483, http://dx.doi.org/10.1109/ICPR.2010.607
    Conference Papers | 2010
    Zhang C; Sun C; Pham TD; Vallotton P; Fenech M, 2010, 'Detection of nuclear buds based on ellipse fitting', in Proc. Digital Image Computing: Techniques and Applications (DICTA), IEEE Conference Publishing Services, USA, pp. 178 - 183, presented at International Conference on Digital Image Computing: Techniques and Applications, DICTA 2010, Sydney, NSW, Australia, 01 December 2010 - 03 December 2010, http://dx.doi.org/10.1109/DICTA.2010.41
    Conference Papers | 2009
    Bai X; Sun C; Zhou F, 2009, 'Splitting touching cells based on concave points and ellipse fitting', in Pattern Recognition, pp. 2434 - 2446, http://dx.doi.org/10.1016/j.patcog.2009.04.003
    Conference Papers | 2009
    Vallotton P; Sun C; Wang D; Turnbull L; Whitchurch C; Ranganathan P, 2009, 'Segmentation and tracking individual pseudomonas aeruginosa bacteria in dense populations of motile cells', in 2009 24th International Conference Image and Vision Computing New Zealand, IVCNZ 2009 - Conference Proceedings, pp. 221 - 225, http://dx.doi.org/10.1109/IVCNZ.2009.5378409
    Conference Papers | 2008
    Bai X; Sun C; Zhou F, 2008, 'Touching cells splitting by using concave points and ellipse fitting', in Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008, pp. 271 - 278, http://dx.doi.org/10.1109/DICTA.2008.11
    Conference Papers | 2007
    Sun C; Vallotton P, 2007, 'Priority-based path growing for linear feature detection', in Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007, pp. 360 - 365, http://dx.doi.org/10.1109/DICTA.2007.4426819
    Conference Papers | 2006
    Sun C; Vallotton P, 2006, 'Fast linear feature detection using multiple directional non-maximum suppression', in Proceedings - International Conference on Pattern Recognition, pp. 288 - 291, http://dx.doi.org/10.1109/ICPR.2006.548
    Conference Papers | 2005
    Changming Sun ; Beare R; Hilsenstein V; Jackway P, 2005, 'Mosaicing of Microscope Images', in Digital Image Computing: Techniques and Applications (DICTA'05), IEEE, presented at Digital Image Computing: Techniques and Applications, 06 December 2005 - 08 December 2005, http://dx.doi.org/10.1109/dicta.2005.56
    Conference Papers | 2005
    Seow N; Sowmya A; Changming Sun , 2005, 'Multi-Image 2D-PAGE Feature Detection', in Digital Image Computing: Techniques and Applications (DICTA'05), IEEE, presented at Digital Image Computing: Techniques and Applications, 06 December 2005 - 08 December 2005, http://dx.doi.org/10.1109/dicta.2005.58
    Conference Papers | 2005
    Seow N; Sowmya A; Sun C, 2005, 'Multi-image 2D-PAGE Feature Detection', in Proceedings of the International Conference on Digital Image Computing: Techniques and Applications DICTA 2005, IEEE Computer Society, Cairns, Australia, presented at Digital Image Computing: Techniques and Applications 2005, Cairns, Australia, 06 December 2005 - 08 December 2005
    Conference Papers | 2004
    Leung C; Appleton B; Lovell BC; Sun C, 2004, 'An energy minimisation approach to stereo-temporal dense reconstruction', in Proceedings - International Conference on Pattern Recognition, pp. 72 - 75, http://dx.doi.org/10.1109/ICPR.2004.1333708
    Conference Papers | 2001
    Sun C, 2001, 'Rectangular subregioning and 3-D maximum-surface techniques for fast stereo matching', in Proceedings - IEEE Workshop on Stereo and Multi-Baseline Vision, SMBV 2001, pp. 44 - 53, http://dx.doi.org/10.1109/SMBV.2001.988762
    Conference Papers | 2000
    Aksoy S; Ye M; Schauf ML; Song M; Wang Y; Haralick RM; Parker JR; Pivovarov J; Royko D; Sun C; Farnebäck G, 2000, 'Algorithm performance contest', in Proceedings - International Conference on Pattern Recognition, pp. 870 - 875
    Conference Papers | 1997
    Sun C; Si D, 1997, 'Skew and slant correction for document images using gradient detection', in Proceedings of the International Conference on Document Analysis and Recognition, ICDAR, pp. 142 - 146
    Conference Papers | 1995
    SUN CM; SHERRAH JR, 1995, '3D symmetry detection using extended Gaussian image', in Mohr R; Wu CK (ed.), PROCEEDINGS OF EUROPE-CHINA WORKSHOP ON GEOMETRICAL MODELING & INVARIANTS FOR COMPUTER VISION, XIDIAN UNIVERSITY PRESS, PEOPLES R CHINA, XIAN, pp. 55 - 62, presented at Europe/China Workshop on Geometrical Modeling and Invariants for Computer Vision, PEOPLES R CHINA, XIAN, 27 April 1995 - 29 April 1995, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1995BD39S00008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1995
    WILSON L; BROWN M; TALHAMI H; GILL R; SUN CM; DOUST B, 1995, 'Medical image understanding using anatomical models: Application to chest X-rays', in Bizais Y; Barillot C; DiPaola R (eds.), INFORMATION PROCESSING IN MEDICAL IMAGING, KLUWER ACADEMIC PUBL, FRANCE, ILE DE BERDER, pp. 239 - 250, presented at 14th International Conference on Information Processing in Medical Imaging, FRANCE, ILE DE BERDER, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1995BD56U00020&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1995
    WILSON LS; BROWN MS; TALHAMI HE; GILL RW; SUN C; DOUST BD, 1995, 'An ''Expert assistant'' for chest x-rays based on anatomical models', in Lemke HU; Inamura K; Jaffe CC; Vannier MW (eds.), COMPUTER ASSISTED RADIOLOGY, SPRINGER-VERLAG BERLIN, GERMANY, BERLIN, pp. 336 - 341, presented at International Symposium on Computer and Communication Systems for Image Guided Diagnosis and Therapy (CAR 95), GERMANY, BERLIN, 21 June 1995 - 24 June 1995, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1995BE22E00055&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1994
    SUN CM, 1994, 'ROBUST ESTIMATION FOR MOTION PARAMETERS', in Hancock ER (ed.), BMVC94 - PROCEEDINGS OF THE 5TH BRITISH MACHINE VISION CONFERENCE, VOLS 1 AND 2, BRITISH MACHINE VISION CONF, ENGLAND, UNIV YORK, YORK, pp. 741 - 750, presented at 5th British Machine Vision Conference (BMVC94), ENGLAND, UNIV YORK, YORK, 13 September 1994 - 16 September 1994, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:A1994BC60L00073&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 1993
    Sun CM; Forrest AK, 1993, 'Depth reversal in binocular vision with symmetrical convergence', in Proceedings of SPIE - The International Society for Optical Engineering, pp. 207 - 214
    Conference Papers | 1992
    Sun CM; Forrest AK, 1992, 'Relationship between hovering depth and viewing position', in Proceedings of SPIE - The International Society for Optical Engineering, pp. 483 - 490, http://dx.doi.org/10.1117/12.135994