Research Explorer

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Researcher

Haijin Zeng

Awards & Distinctions

14 Results

2025

Degradation-noise-aware deep unfolding transformer for hyperspectral image denoising

Haijin ZengKai FengXudong ZhaoJiezhang CaoShaoguang HuangHiep LuongWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multispectral image reconstruction and restoration in computational imaging with applications in photography

Haijin ZengWilfried PhilipsHiep Luong

2024

Inheriting Bayer's legacy : joint remosaicing and denoising for quad Bayer image sensor

Haijin ZengKai FengJiezhang CaoShaoguang HuangYongqiang ZhaoHiep LuongJan AeltermanWilfried Philips

A1 Journal Article in INTERNATIONAL JOURNAL OF COMPUTER VISION

Learnable spatial-spectral transform-based tensor nuclear norm for multi-dimensional visual data recovery

Sheng LiuJinsong LengXi-Le ZhaoHaijin ZengYao WangJing-Hua Yang

A1 Journal Article in IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Tensor completion using bilayer multimode low-rank prior and total variation

Haijin ZengShaoguang HuangYongyong ChenSheng LiuHiep LuongWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

Unmixing diffusion for self-supervised hyperspectral image denoising

Haijin ZengJiezhang CaoKai ZhangYongyong ChenHiep LuongWilfried Philips

2023

All of low-rank and sparse : a recast total variation approach to hyperspectral denoising

Haijin ZengShaoguang HuangYongyong ChenHiep LuongWilfried Philips

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING

Asymmetry total variation and framelet regularized nonconvex low-rank tensor completion

Yongyong ChenTingting XuXiaojia ZhaoHaijin ZengYanhui XuJunxing Chen

A1 Journal Article in SIGNAL PROCESSING

From model-based optimization algorithms to deep learning models for clustering hyperspectral images

Shaoguang HuangHongyan ZhangHaijin ZengAleksandra Pizurica

A1 Journal Article in REMOTE SENSING

Generalized nonconvex low-rank tensor representation for hyperspectral anomaly detection

Hao QinQiangqiang ShenHaijin ZengYongyong ChenGuangming Lu

A1 Journal Article in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

MIPI 2022 challenge on quad-bayer re-mosaic : dataset and report

Qingyu YangGuang YangJun JiangChongyi LiRuicheng FengShangchen ZhouWenxiu SunQingpeng ZhuChen Change LoyJinwei Gu et al.

Multimodal core tensor factorization and its applications to low-rank tensor completion

Haijin ZengJize XueHiep LuongWilfried Philips

A1 Journal Article in IEEE TRANSACTIONS ON MULTIMEDIA

Smooth tensor Qatar riyal decomposition for dynamic MRI reconstruction

Tingting XuYongyong ChenHaijin ZengGuokai ZhangJingyong Su

A1 Journal Article in IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

2022

Bilayer muti-modal low-rank prior for snapshot compressive imaging

Haijin ZengMichiel VlaminckLaurens DielsHiep LuongWilfried Philips