By Professor Changming Sun

Journal articles

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

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

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

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

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

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

Sun CW; Vallotton P; Lopez JA; Ng YK; James DE, 2009, 'Membrane boundary extraction using circular multiple paths', Pattern Recognition, 42, pp. 523 - 530

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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, 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, 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

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