Shaoguang Huang

51 papers A* 2B 4C 5Misc 1Journal 34Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging. AAAI Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2026	J	`jnl`	Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction. IEEE Trans. Medical Imaging Hongyu Chen, Shaoguang Huang, Wei He, Guangyi Yang, Hongyan Zhang
2025	J	`jnl`	Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. Haijin Zeng, Kai Feng, Xudong Zhao, Jiezhang Cao, Shaoguang Huang, Hiep Luong, Wilfried Philips
2025	—	`conf`	Generalized Category Discovery in Hyperspectral Images Via Prototype Subspace Modeling. EUVIP Xian Li, Nicolas Nadisic, Shaoguang Huang, Aleksandra Pizurica
2025	J	`jnl`	Generalized Category Discovery in Hyperspectral Images via Prototype Subspace Modeling. CoRR Xian Li, Nicolas Nadisic, Shaoguang Huang, Aleksandra Pizurica
2025	J	`jnl`	Heterogeneous Data-Based Global-to-Local Cross-Domain Few-Shot Classification Method of Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Kun Zhao, Hongyu Chen, Hongyan Zhang
2025	Misc	`conf`	Heterogeneous Data-based Cross-domain Few-shot Classification Method of Hyperspectral Image. ICASSP Kun Zhao, Shaoguang Huang, Hongyu Chen, Hongyan Zhang
2025	J	`jnl`	Hyperspectral Image Classification Based on a Locally Enhanced Transformer Network. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Wei Xiao, Hongyu Chen, Siti Khairunniza-Bejo, Hongyan Zhang
2025	J	`jnl`	Joint Superpixel and Self-Representation Learning for Scalable Hyperspectral Image Clustering. CoRR Xianlu Li, Nicolas Nadisic, Shaoguang Huang, Aleksandra Pizurica
2025	J	`jnl`	Scalable Context-Preserving Model-Aware Deep Clustering for Hyperspectral Images. CoRR Xianlu Li, Nicolas Nadisic, Shaoguang Huang, Nikos Deligiannis, Aleksandra Pizurica
2024	C	`conf`	A Locally Enhanced Transformer Network for Hyperspectral Image Classification. IGARSS Wei Xiao, Shaoguang Huang, Mbulisi Sibanda, Elhadi Adam, Hongyan Zhang
2024	—	`conf`	A Novel Multi-scale Feature Fusion Based Network for Hyperspectral and Multispectral Image Fusion. PRCV (13) Shuai Dong, Shaoguang Huang, Jinhan Zhang, Hongyan Zhang
2024	B	`conf`	Contextuality Helps Representation Learning for Generalized Category Discovery. ICIP Tingzhang Luo, Mingxuan Du, Jiatao Shi, Xinxiang Chen, Bingchen Zhao, Shaoguang Huang
2024	J	`jnl`	Contextuality Helps Representation Learning for Generalized Category Discovery. CoRR Tingzhang Luo, Mingxuan Du, Jiatao Shi, Xinxiang Chen, Bingchen Zhao, Shaoguang Huang
2024	J	`jnl`	CrossMatch: Cross-View Matching for Semi-Supervised Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. Ruizhong Liu, Tingzhang Luo, Shaoguang Huang, Yuwei Wu, Zhen Jiang, Hongyan Zhang
2024	J	`jnl`	Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging. CoRR Yunzhen Wang, Haijin Zeng, Shaoguang Huang, Hongyu Chen, Hongyan Zhang
2024	J	`jnl`	Inheriting Bayer's Legacy: Joint Remosaicing and Denoising for Quad Bayer Image Sensor. Int. J. Comput. Vis. Haijin Zeng, Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Quang Luong, Jan Aelterman, Wilfried Philips
2024	J	`jnl`	Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2024	J	`jnl`	Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation. IEEE Trans. Neural Networks Learn. Syst. Haijin Zeng, Shaoguang Huang, Yongyong Chen, Sheng Liu, Hiêp Quang Luong, Wilfried Philips
2024	—	`conf`	Unfolding ADMM for Enhanced Subspace Clustering of Hyperspectral Images. EUSIPCO Xianlu Li, Nicolas Nadisic, Shaoguang Huang, Aleksandra Pizurica
2024	J	`jnl`	Unfolding ADMM for Enhanced Subspace Clustering of Hyperspectral Images. CoRR Xian Li, Nicolas Nadisic, Shaoguang Huang, Aleksandra Pizurica
2023	J	`jnl`	All of Low-Rank and Sparse: A Recast Total Variation Approach to Hyperspectral Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
2023	J	`jnl`	Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising. CoRR Haijin Zeng, Jiezhang Cao, Kai Feng, Shaoguang Huang, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023	J	`jnl`	From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Haijin Zeng, Aleksandra Pizurica
2023	J	`jnl`	HSIToolbox: A web-based application for the classification of hyperspectral images. SoftwareX Zeno Dhaene, Nina Zizakic, Shaoguang Huang, Xian Li, Aleksandra Pizurica
2023	J	`jnl`	Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection. IEEE Trans. Neural Networks Learn. Syst. Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica
2023	C	`conf`	Hyperspectral Image Denoising with Discrete Cosine Transform and CNN Denoiser. IGARSS Lingsheng Wu, Rui Wang, Shaoguang Huang
2023	J	`jnl`	Inheriting Bayer's Legacy-Joint Remosaicing and Denoising for Quad Bayer Image Sensor. CoRR Haijin Zeng, Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Luong, Jan Aelterman, Wilfried Philips
2023	J	`jnl`	MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing. CoRR Haijin Zeng, Kai Feng, Shaoguang Huang, Jiezhang Cao, Yongyong Chen, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023	—	`conf`	Model-Aware Deep Learning for the Clustering of Hyperspectral Images with Context Preservation. EUSIPCO Xianlu Li, Nicolas Nadisic, Shaoguang Huang, Nikos Deligiannis, Aleksandra Pizurica
2022	J	`jnl`	A Structural Subspace Clustering Approach for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2022	J	`jnl`	Hybrid-Hypergraph Regularized Multiview Subspace Clustering for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2022	J	`jnl`	Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising. CoRR Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
2022	J	`jnl`	Multilayer Sparsity-Based Tensor Decomposition for Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. Jize Xue, Yongqiang Zhao, Shaoguang Huang, Wenzhi Liao, Jonathan Cheung-Wai Chan, Seong G. Kong
2022	—	`conf`	On Interpretability of CNNs for Multimodal Medical Image Segmentation. EUSIPCO Srdan Lazendic, Jens Janssens, Shaoguang Huang, Aleksandra Pizurica
2022	J	`jnl`	Subspace Clustering for Hyperspectral Images via Dictionary Learning With Adaptive Regularization. IEEE Trans. Geosci. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2021	C	`conf`	Multimodal Extension of the ML-CSC Framework for Medical Image Segmentation. ISPA Jens Janssens, Srdan Lazendic, Shaoguang Huang, Aleksandra Pizurica
2020	J	`jnl`	A Robust Dynamic Classifier Selection Approach for Hyperspectral Images with Imprecise Label Information. Sensors Meizhu Li, Shaoguang Huang, Jasper De Bock, Gert de Cooman, Aleksandra Pizurica
2020	J	`jnl`	Multimodal Target Detection by Sparse Coding: Application to Paint Loss Detection in Paintings. IEEE Trans. Image Process. Shaoguang Huang, Bruno Cornelis, Bart Devolder, Maximiliaan Martens, Aleksandra Pizurica
2020	J	`jnl`	Sketch-Based Subspace Clustering of Hyperspectral Images. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Qian Du, Aleksandra Pizurica
2020	B	`conf`	Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. ICIP Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2019	C	`conf`	Deep Learning for Paint Loss Detection with a multiscale, translation invariant network. ISPA Laurens Meeus, Shaoguang Huang, Bart Devolder, Hélène Dubois, Maximiliaan Martens, Aleksandra Pizurica
2019	C	`conf`	Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. IGARSS Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2019	J	`jnl`	Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2018	B	`conf`	Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. ICIP Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2017	J	`jnl`	A Robust Sparse Representation Model for Hyperspectral Image Classification. Sensors Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica
2017	B	`conf`	Robust joint sparsity model for hyperspectral image classification. ICIP Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica
2016	J	`jnl`	A Reconfigurable Sound Wave Decomposition Filterbank for Hearing Aids Based on Nonlinear Transformation. IEEE Trans. Biomed. Circuits Syst. Shaoguang Huang, Lan Tian, Xiaojie Ma, Ying Wei
2016	J	`jnl`	Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). CoRR Vinayak Abrol, Olivier Absil, Pierre-Antoine Absil, Sandrine Anthoine, Philippe Antoine, Thomas Arildsen, Nancy Bertin, Folkert Bleichrodt, Jérôme Bobin, Anne Bol, Antoine Bonnefoy, Francesco Caltagirone, Valerio Cambareri, Cecile Chenot, Vladimir S. Crnojevic, Marie Danková, Kévin Degraux, Jens Eisert, Mohamed-Jalal Fadili, Marylou Gabrié, Nicolas Gac, Daniele Giacobello, Carlos A. Gomez Gonzalez, Adriana Gonzalez, Pierre-Yves Gousenbourger, Mads Græsbøll Christensen, Rémi Gribonval, Stéphanie Guérit, Shaoguang Huang, Paul Irofti, Laurent Jacques, Ulugbek S. Kamilov, Srdan Kitic, Martin Kliesch, Florent Krzakala, John A. Lee, Wenzhi Liao, Tobias Lindstrøm Jensen, Andre Manoel, Hassan Mansour, Ali Mohammad-Djafari, Amirafshar Moshtaghpour, Fred Maurice Ngolè Mboula, Benoît Pairet, Marko Panic, Gabriel Peyré, Aleksandra Pizurica, Pavel Rajmic, Matthieu Roblin, Ingo Roth, Anil Kumar Sao, Pulkit Sharma, Jean-Luc Starck, Eric W. Tramel, Toon van Waterschoot, Dejan Vukobratovic, Li Wang, Benedikt Wirth, Gerhard Wunder, Hongyan Zhang
2015	J	`jnl`	A Novel Approach to Design Low-Cost Two-Stage Frequency-Response Masking Filters. IEEE Trans. Circuits Syst. II Express Briefs Ying Wei, Shaoguang Huang, Xiaojie Ma
1993	A*	`conf`	Using topological information of images to improve stereo matching. CVPR Jin Liu, Shaoguang Huang