Select Publications

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.), Advances in Experimental Medicine and Biology, SPRINGER-VERLAG BERLIN, http://dx.doi.org/10.1007/978-3-319-10984-8

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

Book Chapters

Jing J; Liu S; Liu C; Gao T; Zhang W; Sun C, 2021, 'A Novel Decision Mechanism for Image Edge Detection', in Intelligent Computing Theories and Application, Springer International Publishing, pp. 274 - 287, http://dx.doi.org/10.1007/978-3-030-84522-3_22

Rahman S; Wang L; Sun C; Zhou L, 2020, 'ReDro: Efficiently Learning Large-Sized SPD Visual Representation', in Computer Vision – ECCV 2020, Springer International Publishing, pp. 1 - 17, http://dx.doi.org/10.1007/978-3-030-58555-6_1

He T; Liu Y; Shen C; Wang X; Sun C, 2020, 'Instance-Aware Embedding for Point Cloud Instance Segmentation', in Computer Vision – ECCV 2020, Springer International Publishing, pp. 255 - 270, http://dx.doi.org/10.1007/978-3-030-58577-8_16

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, edn. Biological and Medical Physics Biomedical Engineering, 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://dx.doi.org/10.1007/978-3-319-10984_8

Journal articles

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, vol. 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, vol. 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, vol. 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, vol. 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, vol. 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, vol. 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, vol. 2021, pp. 5590180, http://dx.doi.org/10.1155/2021/5590180

Zhang M; Gao Y; Sun C; Blumenstein M, 2021, 'Robust Tensor Decomposition for Image Representation Based on Generalized Correntropy', IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, vol. 30, pp. 150 - 162, http://dx.doi.org/10.1109/TIP.2020.3033151

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, vol. 8, pp. 605132, 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, vol. 24, pp. 963 - 971, http://dx.doi.org/10.20965/JACIII.2020.P0963

Zhang M; Gao Y; Sun C; Blumenstein M, 2020, 'A robust matching pursuit algorithm using information theoretic learning', Pattern Recognition, vol. 107, http://dx.doi.org/10.1016/j.patcog.2020.107415

Rahman S; Wang L; Sun C; Zhou L, 2020, 'Deep learning based HEp-2 image classification: A comprehensive review', Medical Image Analysis, vol. 65, http://dx.doi.org/10.1016/j.media.2020.101764

Wang M; Zhang W; Sun C; Sowmya A, 2020, 'Corner detection based on shearlet transform and multi-directional structure tensor', Pattern Recognition, vol. 103, http://dx.doi.org/10.1016/j.patcog.2020.107299

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, vol. 385, pp. 300 - 309, http://dx.doi.org/10.1016/j.neucom.2019.12.083

Zhang W; Sun C, 2020, 'Corner Detection Using Multi-directional Structure Tensor with Multiple Scales', International Journal of Computer Vision, vol. 128, pp. 438 - 459, http://dx.doi.org/10.1007/s11263-019-01257-2

Wang G; Sun C; Sowmya A, 2020, 'Cascaded Attention Guidance Network for Single Rainy Image Restoration', IEEE Transactions on Image Processing, vol. 29, pp. 9190 - 9203, http://dx.doi.org/10.1109/TIP.2020.3023773

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, vol. 8, pp. 194092 - 194104, http://dx.doi.org/10.1109/ACCESS.2020.3032751

Wang G; Sun C; Sowmya A, 2020, 'Learning a Compact Vein Discrimination Model with GANerated Samples', IEEE Transactions on Information Forensics and Security, vol. 15, pp. 635 - 650, http://dx.doi.org/10.1109/TIFS.2019.2924553

Li Y; Bi Y; Zhang W; Sun C, 2020, 'Multi-Scale Anisotropic Gaussian Kernels for Image Edge Detection', IEEE Access, vol. 8, pp. 1803 - 1812, http://dx.doi.org/10.1109/ACCESS.2019.2962520

Wang G; Sun C; Sowmya A, 2020, 'Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition', IEEE Transactions on Information Forensics and Security, vol. 15, pp. 375 - 390, http://dx.doi.org/10.1109/TIFS.2019.2922331

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 : a publication of the IEEE Signal Processing Society, vol. 28, pp. 5963 - 5976, http://dx.doi.org/10.1109/TIP.2019.2921526

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, vol. 23, pp. 2127 - 2137, http://dx.doi.org/10.1109/JBHI.2018.2877595

Zhang W; Sun C; Breckon T; Alshammari N, 2019, 'Discrete Curvature Representations for Noise Robust Image Corner Detection', IEEE Transactions on Image Processing, vol. 28, pp. 4444 - 4459, http://dx.doi.org/10.1109/TIP.2019.2910655

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, vol. 13, http://dx.doi.org/10.3389/fnins.2019.00144

Liu Y; Liu G; Liu C; Sun C, 2019, 'A Novel Color-Texture Descriptor Based on Local Histograms for Image Segmentation', IEEE Access, vol. 7, pp. 160683 - 160695, http://dx.doi.org/10.1109/ACCESS.2019.2951228

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, vol. 23, pp. 449 - 459, http://dx.doi.org/10.1109/JBHI.2018.2803020

Zheng Y; Zhou F; Li L; Bai X; Sun C, 2019, 'Mutual guidance-based saliency propagation for infrared pedestrian images', IEEE Access, vol. 7, pp. 113355 - 113371, http://dx.doi.org/10.1109/ACCESS.2019.2933310

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, vol. 7, pp. 47303 - 47316, http://dx.doi.org/10.1109/ACCESS.2019.2909788

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, vol. 12, pp. 4375 - 4388, http://dx.doi.org/10.3837/tiis.2018.09.014

Li M; Sun C, 2018, 'Refinement of LiDAR point clouds using a super voxel based approach', ISPRS Journal of Photogrammetry and Remote Sensing, vol. 143, pp. 213 - 221, http://dx.doi.org/10.1016/j.isprsjprs.2018.03.010

Liu Z; Bai X; Sun C; Zhou F; Li Y, 2018, 'Multi-Modal Ship Target Image Smoothing Based on Adaptive Mean Shift', IEEE Access, vol. 6, pp. 12573 - 12586, http://dx.doi.org/10.1109/ACCESS.2018.2794141

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, vol. 26, pp. 1 - 11, http://dx.doi.org/10.1109/TIP.2017.2750406

Jiang Y; Sun C; Zhao Y; Yang L, 2017, 'Image dehazing using adaptive bi-channel priors on superpixels', Computer Vision and Image Understanding, vol. 165, pp. 17 - 32, http://dx.doi.org/10.1016/j.cviu.2017.10.014

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, vol. 26, pp. 3397 - 3409, http://dx.doi.org/10.1109/TIP.2017.2700720

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), vol. 17, http://dx.doi.org/10.3390/s17040785

Tan X; Sun C; Pham TD, 2016, 'Edge-Aware Filtering with Local Polynomial Approximation and Rectangle-Based Weighting', IEEE Transactions on Cybernetics, vol. 46, pp. 2693 - 2705, http://dx.doi.org/10.1109/TCYB.2015.2485203

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, vol. 264, pp. 127 - 142, http://dx.doi.org/10.1111/jmi.12421

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, vol. 24, pp. 11345 - 11375, http://dx.doi.org/10.1364/OE.24.011345

Tan X; Sun C; Pham TD, 2016, 'Stereo matching based on multi-direction polynomial model', Signal Processing: Image Communication, vol. 44, pp. 44 - 56, http://dx.doi.org/10.1016/j.image.2015.12.008


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