Junkang Zhang

According to our database, Junkang Zhang authored at least 27 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

UGNet: Uncertainty aware geometry enhanced networks for stereo matching.

Zhengkai Qi, Junkang Zhang, Faming Fang, Tingting Wang, Guixu Zhang

Pattern Recognit., 2024

MagicID: Flexible ID Fidelity Generation System.

Zhaoli Deng, Wen Liu, Fanyi Wang, Junkang Zhang, Fan Chen, Meng Zhang, Wendong Zhang, Zhenpeng Mi

CoRR, 2024

2023

DMCSC: Deep Multisource Convolutional Sparse Coding Model for Pansharpening.

Junkang Zhang, Yongxu Ye, Faming Fang, Tingting Wang, Guixu Zhang

IEEE Trans. Geosci. Remote. Sens., 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

Proceedings of the IEEE International Conference on Image Processing, 2023

Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior.

Yuhui Dai, Junkang Zhang, Faming Fang, Guixu Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

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, March, 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

Self-Supervised Rigid Registration for Multimodal Retinal Images.

Cheolhong An, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen

IEEE Trans. Image Process., 2022

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

A Variational Model for Spatially Weighting in Image Fusion.

Zhengmeng Jin, Junkang Zhang, Lihua Min, Michael K. Ng

SIAM J. Imaging Sci., 2021

A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration.

Chi-Jui Ho, Yiqian Wang, Junkang Zhang, Truong Q. Nguyen, Cheolhong An

Proceedings of the 18th International SoC Design Conference, 2021

Foveal Avascular Zone Segmentation of Octa Images Using Deep Learning Approach with Unsupervised Vessel Segmentation.

Zhijin Liang, Junkang Zhang, Cheolhong An

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Boosting Feature Matching Accuracy With Pairwise Affine Estimation.

Ji Dai, Shiwei Jin, Junkang Zhang, Truong Q. Nguyen

IEEE Trans. Image Process., 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

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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

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

CoRR, 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

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Explicit Learning of Feature Orientation Estimation.

Ji Dai, Junkang Zhang, Truong Nguyen

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Deep Joint Demosaicing and Super Resolution on High Resolution Bayer Sensor Data.

Junkang Zhang, Cheolhong An, Truong Q. Nguyen

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

2017

Family Photo Recognition via Multiple Instance Learning.

Junkang Zhang, Siyu Xia, Ming Shao, Yun Fu

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

2016

Robust road detection in shadow conditions.

Kaiyue Lu, Siyu Xia, Junkang Zhang, A. Kai Qin

J. Electronic Imaging, 2016

Cancer Cells Detection in Phase-Contrast Microscopy Images Based on Faster R-CNN.

Junkang Zhang, Haigen Hu, Shengyong Chen, Yujiao Huang, Qiu Guan

Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

Robust road detection from a single image.

Junkang Zhang, Si-Yu Xia, Kaiyue Lu, Hong Pan, A. Kai Qin

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

A genetics-motivated unsupervised model for tri-subject kinship verification.

Junkang Zhang, Si-Yu Xia, Hong Pan, A. Kai Qin

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Road detection via unsupervised feature learning.

Siyu Xia, Junkang Zhang, Kaiyue Lu, A. Kai Qin

Proceedings of the 2015 International Conference on Image and Vision Computing New Zealand, 2015