By Professor Changming Sun

Conference Papers

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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), pp. 245 - 254, presented at Fourth International conference on Computer Science & Information Technology, http://dx.doi.org/10.5121/csit.2014.4220

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Back to profile page