Road detection via unsupervised feature learning. - Siyu Xia; Junkang Zhang; Kaiyue Lu; A. Kai Qin (IVCNZ, 2015)

A genetics-motivated unsupervised model for tri-subject kinship verification. - Junkang Zhang; Si-Yu Xia; Hong Pan 001; A. Kai Qin (ICIP, 2016)

Robust road detection from a single image. - Junkang Zhang; Si-Yu Xia; Kaiyue Lu; Hong Pan 001; A. Kai Qin (ICPR, 2016)

Cancer Cells Detection in Phase-Contrast Microscopy Images Based on Faster R-CNN. - Junkang Zhang; Haigen Hu; Shengyong Chen; Yujiao Huang; Qiu Guan (ISCID (1), 2016)

Robust road detection in shadow conditions. - Kaiyue Lu; Siyu Xia; Junkang Zhang; A. Kai Qin (J. Electronic Imaging, 2016)

Family Photo Recognition via Multiple Instance Learning. - Junkang Zhang; Siyu Xia; Ming Shao; Yun Fu 001 (ICMR, 2017)

Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data. - Junkang Zhang; Cheolhong An; Truong Q. Nguyen (GlobalSIP, 2018)

Explicit Learning of Feature Orientation Estimation. - Ji Dai; Junkang Zhang; Truong Nguyen 001 (ICIP, 2019)

Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images Based on Style Transfer. - Junkang Zhang; Cheolhong An; Ji Dai; Manuel Amador; Dirk-Uwe Bartsch; Shyamanga Borooah; William R. Freeman; Truong Q. Nguyen (ICIP, 2019)

What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer. - Pengyu Gao; Siyu Xia; Joseph P. Robinson; Junkang Zhang; Chao Xia; Ming Shao; Yun Fu 001 (CoRR, 2019)

基于CNN的相衬显微图像序列的癌细胞多目标跟踪 (Multi-target Tracking of Cancer Cells under Phase Contrast Microscopic Images Basedon Convolutional Neural Network). - Haigen Hu; Lili Zhou; Qianwei Zhou; Shengyong Chen; Junkang Zhang (计算机科学, 2019)

A Segmentation Based Robust Deep Learning Framework for Multimodal Retinal Image Registration. - Yiqian Wang; Junkang Zhang; Cheolhong An; Melina Cavichini; Mahima Jhingan; Manuel J. Amador-Patarroyo; Christopher P. Long; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen (ICASSP, 2020)

Study on Correlation Between Subjective and Objective Metrics for Multimodal Retinal Image Registration. - Yiqian Wang; Junkang Zhang; Melina Cavichini; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen; Cheolhong An (IEEE Access, 2020)

Boosting Feature Matching Accuracy With Pairwise Affine Estimation. - Ji Dai; Shiwei Jin; Junkang Zhang; Truong Q. Nguyen (IEEE Trans. Image Process., 2020)

Perspective Distortion Correction for Multi-Modal Registration between Ultra-Widefield and Narrow-Angle Retinal Images. - Junkang Zhang; Yiqian Wang; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen; Cheolhong An (EMBC, 2021)

Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation. - Zhijin Liang; Junkang Zhang; Cheolhong An (ICASSP, 2021)

A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration. - Chi-Jui Ho; Yiqian Wang; Junkang Zhang; Truong Q. Nguyen; Cheolhong An (ISOCC, 2021)

A Variational Model for Spatially Weighting in Image Fusion. - Zhengmeng Jin; Junkang Zhang; Lihua Min; Michael K. Ng 001 (SIAM J. Imaging Sci., 2021)

Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework. - Yiqian Wang; Junkang Zhang; Melina Cavichini; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen; Cheolhong An (IEEE Trans. Image Process., 2021)

Self-Supervised Rigid Registration for Multimodal Retinal Images. - Cheolhong An; Yiqian Wang; Junkang Zhang; Truong Q. Nguyen (IEEE Trans. Image Process., 2022)

Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks. - Junkang Zhang; Yiqian Wang; Ji Dai; Melina Cavichini; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen; Cheolhong An (IEEE Trans. Image Process., 2022)

PLDANet: Reasonable Combination of PCA and LDA Convolutional Networks. - Caicai Zhang; Mei Mei; Zhuolin Mei; Junkang Zhang; Anyuan Deng; Chenglang Lu (Int. J. Comput. Commun. Control, 2022)

Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior. - Yuhui Dai; Junkang Zhang; Faming Fang; Guixu Zhang (ICCV, 2023)

Accurate Registration between Ultra-Wide-Field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization. - Junkang Zhang; Bo Wen; Fritz Gerald P. Kalaw; Melina Cavichini; Dirk-Uwe G. Bartsch; William R. Freeman; Truong Q. Nguyen; Cheolhong An (ICIP, 2023)

DMCSC: Deep Multisource Convolutional Sparse Coding Model for Pansharpening. - Junkang Zhang; Yongxu Ye; Faming Fang; Tingting Wang 007; Guixu Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

MagicID: Flexible ID Fidelity Generation System. - Zhaoli Deng; Wen Liu; Fanyi Wang; Junkang Zhang; Fan Chen; Meng Zhang; Wendong Zhang; Zhenpeng Mi (CoRR, 2024)

UGNet: Uncertainty aware geometry enhanced networks for stereo matching. - Zhengkai Qi; Junkang Zhang; Faming Fang; Tingting Wang 007; Guixu Zhang (Pattern Recognit., 2024)

Decoupling Scattering: Pseudo-Label Guided NeRF for Scenes with Scattering Media. - Mingyang Zhang; Junkang Zhang; Faming Fang; Guixu Zhang (AAAI, 2025)

Explicit Depth-Aware Blurry Video Frame Interpolation Guided by Differential Curves. - Zaoming Yan; Pengcheng Lei; Tingting Wang; Faming Fang; Junkang Zhang; Yaomin Huang; Haichuan Song (CVPR, 2025)

Customized priors for enhanced multispectral and hyperspectral image sharpening. - Junkang Zhang; Haoyang Zhang; Tingting Wang 007; Faming Fang; Guixu Zhang; Ming Xu 010 (Inf. Fusion, 2025)

NLCMR: Indoor Depth Recovery Model With Non-Local Cross-Modality Prior. - Junkang Zhang; Zhengkai Qi; Faming Fang; Tingting Wang 007; Guixu Zhang (IEEE Trans. Computational Imaging, 2025)