By Professor Changming Sun

Books

Sun C; Bednarz T; Pham TD; Vallotton P; Wang D, 2015, Signal and Image Analysis for Biomedical and Life Sciences, Springer

, 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

, 2011, Medical Image Processing, Dougherty G, (ed.), Springer New York, http://dx.doi.org/10.1007/978-1-4419-9779-1

Book Chapters

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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