By Professor Changming Sun

Journal articles

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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