Seong G. Kong

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 26

Top Topics

Tensor Decomposition

Multispectral Images

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Publications

Linqiang Li, Jinglei Hao, Yongqiang Zhao, Pan Liu, Haofang Yan, Ziqin Zhang, Seong G. Kong
Inter and Intra Prior Learning-based Hyperspectral Image Reconstruction Using Snapshot SWIR Metasurface. CoRR (2024)
Kai Feng, Haijin Zeng, Yongqiang Zhao, Seong G. Kong, Yuanyang Bu
Unsupervised Spectral Demosaicing With Lightweight Spectral Attention Networks. IEEE Trans. Image Process. 33 (2024)
Linghao Shen, Mohamed Reda, Xun Zhang, Yongqiang Zhao, Seong G. Kong
Polarization-Driven Solution for Mitigating Scattering and Uneven Illumination in Underwater Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jiaxin Yao, Yongqiang Zhao, Seong G. Kong, Xun Zhang
Navigating Uncertainty: Semantic-Powered Image Enhancement and Fusion. IEEE Signal Process. Lett. 31 (2024)
Van-Anh Nguyen, Seong G. Kong
Multimodal feature fusion for illumination-invariant recognition of abnormal human behaviors. Inf. Fusion 100 (2023)
Kai Feng, Yongqiang Zhao, Seong G. Kong, Haijin Zeng
Unsupervised Spectral Demosaicing with Lightweight Spectral Attention Networks. CoRR (2023)
Hao-Fang Yan, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
Spectral Super-Resolution Based on Dictionary Optimization Learning via Spectral Library. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiaxin Yao, Yongqiang Zhao, Yuanyang Bu, Seong G. Kong, Jonathan Cheung-Wai Chan
Laplacian Pyramid Fusion Network With Hierarchical Guidance for Infrared and Visible Image Fusion. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Jize Xue, Yongqiang Zhao, Shaoguang Huang, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong
Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Jize Xue, Yongqiang Zhao, Yuanyang Bu, Jonathan Cheung-Wai Chan, Seong G. Kong
When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion. IEEE Trans. Cybern. 52 (12) (2022)
Minh-Thanh Vo, Seong G. Kong
Enhanced Gaze Tracking Using Convolutional Long Short-Term Memory Networks. Int. J. Fuzzy Log. Intell. Syst. 22 (2) (2022)
Kai Feng, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong, Xun Zhang, Binglu Wang
Mosaic Convolution-Attention Network for Demosaicing Multispectral Filter Array Images. IEEE Trans. Computational Imaging 7 (2021)
Rongyuan Wu, Yongqiang Zhao, Ning Li, Seong G. Kong
Real-time division-of-focal-plane polarization imaging system with progressive networks. CoRR (2021)
Lulu Chen, Yongqiang Zhao, Jiaxin Yao, Jiaxin Chen, Ning Li, Jonathan Cheung-Wai Chan, Seong G. Kong
Object Tracking in Hyperspectral-Oriented Video with Fast Spatial-Spectral Features. Remote. Sens. 13 (10) (2021)
Yuanyang Bu, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong, Chen Yi, Jinhuan Wen, Binglu Wang
Hyperspectral and Multispectral Image Fusion via Graph Laplacian-Guided Coupled Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Xiangyang Kong, Yongqiang Zhao, Jize Xue, Jonathan Cheung-Wai Chan, Seong G. Kong
Global and Local Tensor Sparse Approximation Models for Hyperspectral Image Destriping. Remote. Sens. 12 (4) (2020)
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong
Enhanced Sparsity Prior Model for Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Ning Li, Yongqiang Zhao, Quan Pan, Seong G. Kong, Jonathan Cheung-Wai Chan
Full-Time Monocular Road Detection Using Zero-Distribution Prior of Angle of Polarization. ECCV (25) (2020)
Chen Yi, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
Joint Spatial-spectral Resolution Enhancement of Multispectral Images with Spectral Matrix Factorization and Spatial Sparsity Constraints. Remote. Sens. 12 (6) (2020)
Linghao Shen, Yongqiang Zhao, Qunnie Peng, Jonathan Cheung-Wai Chan, Seong G. Kong
An Iterative Image Dehazing Method With Polarization. IEEE Trans. Multim. 21 (5) (2019)
Lin Li, Yongqiang Zhao, Jinjun Sun, Rustam Stolkin, Quan Pan, Jonathan Cheung-Wai Chan, Seong G. Kong, Zhunga Liu
Deformable Dictionary Learning for SAR Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Jize Xue, Yongqiang Zhao, Wenzhi Liao, Seong G. Kong
Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 56 (4) (2018)
Chen Yi, Yongqiang Zhao, Jingxiang Yang, Jonathan Cheung-Wai Chan, Seong G. Kong
Joint Hyperspectral Superresolution and Unmixing With Interactive Feedback. IEEE Trans. Geosci. Remote. Sens. 55 (7) (2017)
Yongqiang Zhao, Qunnie Peng, Chen Yi, Seong G. Kong
Multiband Polarization Imaging. J. Sensors 2016 (2016)
Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong, Yanli Qiao, Chao-Cheng Wu, Chein-I Chang
Multispectral, Hyperspectral, and Polarimetric Imaging Technology. J. Sensors 2016 (2016)
Jingxiang Yang, Yongqiang Zhao, Jonathan Cheung-Wai Chan, Seong G. Kong
Coupled Sparse Denoising and Unmixing With Low-Rank Constraint for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Seong G. Kong, Ralph Oyini Mbouna
Head Pose Estimation From a 2D Face Image Using 3D Face Morphing With Depth Parameters. IEEE Trans. Image Process. 24 (6) (2015)
Yongqiang Zhao, Qunnie Peng, Jize Xue, Seong G. Kong
Specular reflection removal using local structural similarity and chromaticity consistency. ICIP (2015)
Longfei Wu, Xiaojiang Du, Li Wang, Xinwen Fu, Ralph Oyini Mbouna, Seong G. Kong
Analyzing mobile phone vulnerabilities caused by camera. GLOBECOM (2014)
Gi-Hyun Na, Kyu-Sun Shim, Ki-Woong Moon, Seong G. Kong, Eun-Soo Kim, Joong Lee
Frame-Based Recovery of Corrupted Video Files Using Video Codec Specifications. IEEE Trans. Image Process. 23 (2) (2014)
Myung-Geun Chun, Seong G. Kong
Focusing in thermal imagery using morphological gradient operator. Pattern Recognit. Lett. 38 (2014)
Yongqiang Zhao, Seong G. Kong
Automated classification of touching or overlapping M-FISH chromosomes by region fusion and homolog pairing. Pattern Anal. Appl. 16 (1) (2013)
Ralph Oyini Mbouna, Seong G. Kong, Myung-Geun Chun
Visual Analysis of Eye State and Head Pose for Driver Alertness Monitoring. IEEE Trans. Intell. Transp. Syst. 14 (3) (2013)
Yongqiang Zhao, Xiaolin Wu, Seong G. Kong, Lei Zhang
Joint segmentation and pairing of multispectral chromosome images. Pattern Anal. Appl. 16 (4) (2013)
Zheng Du, Youngseon Jeong, Myong K. Jeong, Seong G. Kong
Multidimensional local spatial autocorrelation measure for integrating spatial and spectral information in hyperspectral image band selection. Appl. Intell. 36 (3) (2012)
Choonwoo Ryu, Seong G. Kong, Hakil Kim
Enhancement of feature extraction for low-quality fingerprint images using stochastic resonance. Pattern Recognit. Lett. 32 (2) (2011)
Yongqiang Zhao, Lei Zhang, Seong G. Kong
Band-Subset-Based Clustering and Fusion for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 49 (2) (2011)
Hong Chang, Andreas F. Koschan, Mongi A. Abidi, Seong G. Kong, Chang-Hee Won
Multispectral visible and infrared imaging for face recognition. CVPR Workshops (2008)
Wei Jiang, Seong G. Kong
Block-Based Neural Networks for Personalized ECG Signal Classification. IEEE Trans. Neural Networks 18 (6) (2007)
PooGyeon Park, Doo Jin Choi, Seong G. Kong
Output feedback variable structure control for linear systems with uncertainties and disturbances. Autom. 43 (1) (2007)
Zheng Du, Myong K. Jeong, Seong G. Kong
Band Selection of Hyperspectral Images for Automatic Detection of Poultry Skin Tumors. IEEE Trans Autom. Sci. Eng. 4 (3) (2007)
Seong G. Kong, Jingu Heo, Faysal Boughorbel, Yue Zheng, Besma R. Abidi, Andreas F. Koschan, Mingzhong Yi, Mongi A. Abidi
Multiscale Fusion of Visible and Thermal IR Images for Illumination-Invariant Face Recognition. Int. J. Comput. Vis. 71 (2) (2007)
Wei Jiang, Seong G. Kong, Gregory D. Peterson
Continuous Heartbeat Monitoring Using Evolvable Block-based Neural Networks. IJCNN (2006)
Saumil G. Merchant, Gregory D. Peterson, Sang Ki Park, Seong G. Kong
FPGA Implementation of Evolvable Block-based Neural Networks. IEEE Congress on Evolutionary Computation (2006)
Saumil G. Merchant, Gregory D. Peterson, Seong G. Kong
Intrinsic Embedded Hardware Evolution of Block-based Neural Networks. ERSA (2006)
Seong G. Kong, Jingu Heo, Besma R. Abidi, Joon Ki Paik, Mongi A. Abidi
Recent advances in visual and infrared face recognition - a review. Comput. Vis. Image Underst. 97 (1) (2005)
Shaoyu Liu, Gregory D. Peterson, Seong G. Kong
A Hardware Implementation of a Dynamically Adjustable Block-based Neural Network. ERSA (2005)
Jingu Heo, Seong G. Kong, Besma R. Abidi, Mongi A. Abidi
Fusion of Visual and Thermal Signatures with Eyeglass Removal for Robust Face Recognition. CVPR Workshops (2004)