Junkang Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Matching Accuracy

Top Venues

IEEE Trans. Image Process.

Publications

Zhengkai Qi, Junkang Zhang, Faming Fang, Tingting Wang, Guixu Zhang
UGNet: Uncertainty aware geometry enhanced networks for stereo matching. Pattern Recognit. 151 (2024)
Junkang Zhang, Bo Wen, Fritz Gerald P. Kalaw, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Accurate Registration between Ultra-Wide-Field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization. ICIP (2023)
Yuhui Dai, Junkang Zhang, Faming Fang, Guixu Zhang
Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior. ICCV (2023)
Junkang Zhang, Yongxu Ye, Faming Fang, Tingting Wang, Guixu Zhang
DMCSC: Deep Multisource Convolutional Sparse Coding Model for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Junkang Zhang, Yiqian Wang, Ji Dai, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks. IEEE Trans. Image Process. 31 (2022)
Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen
Self-Supervised Rigid Registration for Multimodal Retinal Images. IEEE Trans. Image Process. 31 (2022)
Caicai Zhang, Mei Mei, Zhuolin Mei, Junkang Zhang, Anyuan Deng, Chenglang Lu
PLDANet: Reasonable Combination of PCA and LDA Convolutional Networks. Int. J. Comput. Commun. Control 17 (2) (2022)
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework. IEEE Trans. Image Process. 30 (2021)
Zhengmeng Jin, Junkang Zhang, Lihua Min, Michael K. Ng
A Variational Model for Spatially Weighting in Image Fusion. SIAM J. Imaging Sci. 14 (2) (2021)
Chi-Jui Ho, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen, Cheolhong An
A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration. ISOCC (2021)
Junkang Zhang, Yiqian Wang, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Perspective Distortion Correction for Multi-Modal Registration between Ultra-Widefield and Narrow-Angle Retinal Images. EMBC (2021)
Zhijin Liang, Junkang Zhang, Cheolhong An
Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation. ICASSP (2021)
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
A Segmentation Based Robust Deep Learning Framework for Multimodal Retinal Image Registration. ICASSP (2020)
Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An
Study on Correlation Between Subjective and Objective Metrics for Multimodal Retinal Image Registration. IEEE Access 8 (2020)
Ji Dai, Shiwei Jin, Junkang Zhang, Truong Q. Nguyen
Boosting Feature Matching Accuracy With Pairwise Affine Estimation. IEEE Trans. Image Process. 29 (2020)
Pengyu Gao, Siyu Xia, Joseph P. Robinson, Junkang Zhang, Chao Xia, Ming Shao, Yun Fu
What Will Your Child Look Like? DNA-Net: Age and Gender Aware Kin Face Synthesizer. CoRR (2019)
Ji Dai, Junkang Zhang, Truong Nguyen
Explicit Learning of Feature Orientation Estimation. ICIP (2019)
Junkang Zhang, Cheolhong An, Ji Dai, Manuel Amador, Dirk-Uwe Bartsch, Shyamanga Borooah, William R. Freeman, Truong Q. Nguyen
Joint Vessel Segmentation and Deformable Registration on Multi-Modal Retinal Images Based on Style Transfer. ICIP (2019)
Haigen Hu, Lili Zhou, Qianwei Zhou, Shengyong Chen, Junkang Zhang
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). 计算机科学 46 (5) (2019)
Junkang Zhang, Cheolhong An, Truong Q. Nguyen
Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data. GlobalSIP (2018)
Junkang Zhang, Siyu Xia, Ming Shao, Yun Fu
Family Photo Recognition via Multiple Instance Learning. ICMR (2017)
Junkang Zhang, Si-Yu Xia, Hong Pan, A. Kai Qin
A genetics-motivated unsupervised model for tri-subject kinship verification. ICIP (2016)
Junkang Zhang, Si-Yu Xia, Kaiyue Lu, Hong Pan, A. Kai Qin
Robust road detection from a single image. ICPR (2016)
Kaiyue Lu, Siyu Xia, Junkang Zhang, A. Kai Qin
Robust road detection in shadow conditions. J. Electronic Imaging 25 (4) (2016)
Junkang Zhang, Haigen Hu, Shengyong Chen, Yujiao Huang, Qiu Guan
Cancer Cells Detection in Phase-Contrast Microscopy Images Based on Faster R-CNN. ISCID (1) (2016)
Siyu Xia, Junkang Zhang, Kaiyue Lu, A. Kai Qin
Road detection via unsupervised feature learning. IVCNZ (2015)