Publications

Papers by BIVLab members (Starting 2021)

2024

[Journal]

IRVR: A General Image Restoration Framework for Visual Recognition
Zizheng Yang, Jie Huang, Man Zhou, Naishan Zheng, Feng Zhao
IEEE Transactions on Multimedia (TMM)
[Paper] [Code]

[Conference]

Empowering Resampling Operation for Ultra-High-Definition Image Enhancement with Model-Aware Guidance
Wei Yu, Jie Huang, Bing Li, Kaiwen Zheng, Qi Zhu, Man Zhou, Feng Zhao
The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR)
[Paper] [Code]

Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion
Jiangtong Tan, Jie Huang, Naishan Zheng, Man Zhou, Keyu Yan, Danfeng Hong, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition Conference (CVPR)
[Paper] [Code]

Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion
Naishan Zheng, Man Zhou, Jie Huang, Junming Hou, Haoying Li, Yuan Xu, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition Conference (CVPR)
[Paper] [Code]

Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-Supervised 3D Object Detection
Hongzhi Gao, Zheng Chen, Zehui Chen, Lin Chen, Jiaming Liu, Shanghang Zhang, Feng Zhao
AAAI Conference on Artificial Intelligence (AAAI)
[Paper] [Code]

2023

[Journal]

DDOD: Dive Deeper into the Disentanglement of Object Detector
Zehui Chen, Chenhongyi Yang, Jiahao Chang, Feng Zhao, Zheng-Jun Zha, Feng Wu
IEEE Transactions on Multimedia (TMM)
[Paper] [Code]

Deep Adaptive Pansharpening via Uncertainty-aware Image Fusion
Kaiwen Zheng, Jie Huang, Man Zhou, Danfeng Hong, Feng Zhao
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
[Paper] [Code]

Counterfactual Attention Alignment for Visible-Infrared Cross-Modality Person Re-Identification
Zongzhe Sun, Feng Zhao
Pattern Recognition Letters
[Paper] [Code]

[Conference]

Transition-constant Normalization for Image Enhancement
Jie Huang, Man Zhou, JingHao Zhang, Gang Yang, Mingde Yao, Chongyi Li, Zhiwei Xiong, Feng Zhao
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS, spotlight)
[Paper] [Code]

Deep Fractional Fourier Transform
Hu Yu, Jie Huang, Lingzhi Li, Man Zhou, Feng Zhao
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS, spotlight)
[Paper] [Code]

FouriDown: Factoring Down-Sampling into Shuffling and Superposing
Qi Zhu, Man Zhou, Jie Huang, Naishan Zheng, Hongzhi Gao, Chongyi Li, Yuan Xu, Feng Zhao
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS)
[Paper] [Code]

Exploring Temporal Frequency Spectrum in Deep Video Deblurring
Qi Zhu, Man Zhou, Naishan Zheng, Jie Huang, Chongyi Li, Feng Zhao
International Conference on Computer Vision (ICCV)
[Paper] [Code]

Empowering Low-Light Image Enhancer through Customized Learnable Priors
Naishan Zheng, Yanmeng Dong, Xiangyu Rui, Jie Huang, Chongyi Li, Man Zhou, Feng Zhao
International Conference on Computer Vision (ICCV)
[Paper] [Code]

DETRDistill: A Universal Knowledge Distillation Framework for DETR-families
Jiahao Chang, Shuo Wang, Haiming Xu, Zehui Chen, Chenhongyi Yang, Feng Zhao
International Conference on Computer Vision (ICCV)
[Paper] [Code]

Pose-free 3D Scene Reconstruction with Frozen Depth Models
Guangkai Xu, Wei Yin, Hao Chen, Chunhua Shen, Kai Cheng, Feng Zhao
International Conference on Computer Vision (ICCV)
[Paper] [Code]

Learning from Noisy Data for Semi-Supervised 3D Object Detection
Zehui Chen, Zhenyu Li, Shuo Wang, Dengpan Fu, Feng Zhao
International Conference on Computer Vision (ICCV)
[Paper] [Code]

Guided Patch-Grouping Wavelet Transformer with Spatial Congruence for Ultra-High Resolution Segmentation
Deyi Ji, Feng Zhao, Hongtao Lu
International JointConference on Artificial Intelligence (IJCAI)
[Paper] [Code]

SAFE: Simultaneous Alignment of Features and Predictions for Dense Object Detectors
Xuesong Guo, Shuo Wang, Jiahao Chang, Zehui Chen, Feng Zhao
IEEE International Conference on Multimedia and Expo (ICME)
[Paper] [Code]

Asymmetric Color Transfer with Consistent Modality Learning
Kaiwen Zheng, Jie Huang, Man Zhou, Feng Zhao
CVPR Workshop on Mobile Intelligent Photography and Imaging (CVPRW)
[Paper] [Code]

Efficient Multi-exposure Image Fusion via Filter-dominated Fusion and Gradient-driven Unsupervised Learning
Kaiwen Zheng, Jie Huang, Hu Yu, Feng Zhao
CVPR Workshop on Mobile Intelligent Photography and Imaging (CVPRW)
[Paper] [Code]

Ultra-high Resolution Segmentation with Ultra-rich Context: A Novel Benchmark
Deyi Ji, Feng Zhao, Hongtao Lu, Mingyuan Tao, Jieping Ye
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Learning Sample Relationship for Exposure Correction
Jie Huang, Feng Zhao, Man Zhou, Jie Xiao, Naishan Zheng, Kaiwen Zheng, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Ingredient-oriented Multi-degradation Learning for Image Restoration
Jinghao Zhang, Jie Huang, Mingde Yao, Zizheng Yang, Hu Yu, Man Zhou, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Visual Recognition-driven Image Restoration for Multiple Degradation with Intrinsic Semantics Recovery
Zizheng Yang, Jie Huang, Jiahao Chang, Man Zhou, Hu Yu, Jinghao Zhang, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View
Shuo Wang, Xinhai Zhao, Haiming Xu, Zehui Chen, Dameng Yu, Jiahao Chang, Zhen Yang, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object Detection
Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao
The Eleventh International Conference on Learning Representations (ICLR)
[Paper] [Code]

Intensity-Aware Loss for Dynamic Facial Expression Recognition in the Wild
Hanting Li, Hongjing Niu, Zhaoqing Zhu, Feng Zhao
The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI)
[Paper] [Code]

Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement
Naishan Zheng, Jie Huang, Man Zhou, Zizheng Yang, Qi Zhu, Feng Zhao
The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI)
[Paper] [Code]

2022

[Journal]

Modality-Aware Feature Integration for Pan-Sharpening
Man Zhou, Jie Huang, Feng Zhao, Danfeng Hong
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
[Paper] [Code]

Effective Pan-sharpening by Multi-Scale Invertible Neural Network and Heterogeneous Task Distilling
Man Zhou, Jie Huang, Xueyang Fu, Feng Zhao, Danfeng Hong
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
[Paper] [Code]

Whole-Body Control of an Autonomous Mobile Manipulator Using Model Predictive Control and Adaptive Fuzzy Technique
Wang Yuan, Yonghua Liu, Chunyi Su, Feng Zhao
IEEE Transactions on Fuzzy Systems (TFS)
[Paper] [Code]

Unsupervised Underexposed Image Enhancement via Self-Illuminated and Perceptual Guidance
Naishan Zheng, Jie Huang, Feng Zhao, Xueyang Fu, Feng Wu
IEEE Transactions on Multimedia (TMM)
[Paper] [Code]

Low-Light Stereo Image Enhancement
Jie Huang, Xueyang Fu, Zeyu Xiao, Feng Zhao, Zhiwei Xiong
IEEE Transactions on Multimedia (TMM)
[Paper] [Code]

Effective Pan-Sharpening With Transformer and Invertible Neural Network
Man Zhou, Xueyang Fu, Jie Huang, Feng Zhao, Aiping Liu, Rujing Wang
IEEE Transactions on Geoscience and Remote Sensing (TGRS)
[Paper] [Code]

[Conference]

RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning
Yi Zhu, Zhaoqing Zhu, Bingqian Lin, Xiaodan Liang, Feng Zhao, Jianzhuang Liu
The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)
[Paper] [Code]

Deep Fourier Up-Sampling
Man Zhou, Hu Yu, Jie Huang, Feng Zhao, Jinwei Gu, Chen Change Loy, Deyu Meng, Chongyi Li
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)
[Paper] [Code]

Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network
Keyu Yan, Man Zhou, Jie Huang, Feng Zhao, Chengjun Xie, Chongyi Li, Danfeng Hong
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)
[Paper] [Code]

Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge
Hongjing Niu, Hanting Li, Feng Zhao, Bin Li
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS)
[Paper] [Code]

Smart Calibration between RGB-D and Thermal Cameras for ROI Detection and Tracking in Physiological Monitoring
Feng Zhao, Serhan Cosar, Nicola Bellotton, Shigang Yue
Encyclopedia of Computer Graphics and Games
[Paper] [Code]

CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal
Qianhao Yu, Naishan Zheng, Jie Huang, Feng Zhao
ECCV Workshop on Advances in Image Manipulation (ECCVW)
[Paper] [Code]

Deep Fourier-based Exposure Correction Network with Spatial-Frequency Interaction
Jie Huang, Yajing Liu, Feng Zhao, Keyu Yan, Jinghao Zhang, Yukun Huang, Man Zhou, Zhiwei Xiong
European Conference on Computer Vision (ECCV, Oral)
[Paper] [Code]

Spatial-Frequency Domain Information Integration for Pan-sharpening
Man Zhou, Jie Huang, Keyu Yan, Hu Yu, Xueyang Fu, Aiping Liu, Xian Wei, Feng Zhao
European Conference on Computer Vision (ECCV)
[Paper] [Code]

Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object Detection
Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao
European Conference on Computer Vision (ECCV)
[Paper] [Code]

Frequency and Spatial Dual Guidance for Image Dehazing
Hu Yu, Naishan Zheng, Man Zhou, Jie Huang, Feng Zhao
European Conference on Computer Vision (ECCV)
[Paper] [Code]

Adaptively Learning Low-high Frequency Information Integration for Pan-sharpening
Man Zhou, Jie Huang, Chongyi Li, Hu Yu, Keyu Yu, Naishan Zheng, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Customizing GAN Using Few-shot Sketches
Syed Muhammad Israr, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Enhancement by Your Aesthetic: An Intelligible Unsupervised Personalized Enhancer for Low-Light Images
Naishan Zheng, Jie Huang, Qi Zhu, Man Zhou, Feng Zhao, Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Exposure-Consistency Representation Learning for Exposure Correction
Jie Huang, Man Zhou, Yajing Liu, Mingde Yao, Feng Zhao, Zhiwei Xiong
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Graph-DETR3D: Rethinking Overlapping Regions for Multi-View 3D Object Detection
Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Normalization-based Feature Selection and Restitution for Pan-sharpening
Man Zhou, Jie Huang, Keyu Yan, Gang Yang, Aiping Liu, Chongyi Li, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

SIR-Former: Stereo Image Restoration Using Transformer
Zizheng Yang , Mingde Yao , Jie Huang , Man Zhou , Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Source-Free Domain Adaptation for Real-world Image Dehazing
Hu Yu, Jie Huang, Yajing Liu, Qi Zhu, Man Zhou, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

Structure- and Texture-Aware Learning for Low-Light Image Enhancement
Jinghao Zhang, Jie Huang, Mingde Yao, Man Zhou, Feng Zhao
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]

AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection
Zehui Chen, Zhenyu Li, Shiquan Zhang, Liangji Fang, Qinhong Jiang, Feng Zhao, Bolei Zhou, Hang Zhao
International Joint Conferences on Artificial Intelligence (IJCAI)
[Paper] [Code]

MMNet: Muscle Motion-guided Network for Micro-expression Recognition
Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao
International Joint Conferences on Artificial Intelligence (IJCAI)
[Paper] [Code]

Bijective Mapping Network for Shadow Removal
Yurui Zhu, Jie Huang, Xueyang Fu, Feng Zhao, Qibin Sun, Zheng-Jun Zha
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, Oral)
[Paper] [Code]

Unleashing Potential of Unsupervised Pre-Training with Intra-Identity Regularization for Person Re-Identification
Zizheng Yang, Xin Jin, Kecheng Zheng, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Exposure Normalization and Compensation for Multiple Exposure Correction
Jie Huang, Yajing Liu, Xueyang Fu, Man Zhou, Yang Wang, Feng Zhao, Zhiwei Xiong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

Mutual Information-driven Pan-sharpening
Man Zhou, Keyu Yan, Jie Huang, Zihe Yang, Xueyang Fu, Feng Zhao
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
[Paper] [Code]

DAST-Net: Depth-aware spatio-temporal network for video deblurring
Qi Zhu, Zeyu Xiao, Jie Huang, Feng Zhao
IEEE International Conference on Multimedia and Expo (ICME, Oral)
[Paper] [Code]

CMANet: Curvature-aware soft mask guided attention fusion network for 2D+3D facial expression recognition
Zhaoqing Zhu, Mingzhe Sui, Hanting Li, Feng Zhao
IEEE International Conference on Multimedia and Expo (ICME, Oral)
[Paper] [Code]

2021

[Journal]

ENRICHME: Perception and interaction of an assistive robot for the elderly at home
Serhan Cosar, Manuel Fernandez-Carmona, Roxana Agrigoroaie, Jordi Pages, Francois Ferland, Feng Zhao,Shigang Yue, Nicola Bellotto, Adriana Tapus
International Journal of Social Robotics (IJSR)
[Paper] [Code]

Deep learning-based classification of liver cancer histopathology image using only global labels
Chunli Sun, Ao Xu, Dong Liu, Zhiwei Xiong, Feng Zhao, Weiping Ding
IEEE Journal of Biomedical and Health Informatics (JBHI)
[Paper] [Code]

[Conference]

Unsupervised Person Re-Identification Via Global-Level And Patch-Level Discriminative Feature Learning
Zongzhe Sun, Feng Zhao, Feng Wu
IEEE International Conference on Image Processing (ICIP)
[Paper] [Code]

Disentangle Your Dense Object Detector
Zehui Chen, Chenhongyi Yang, Qiaofei Li, Feng Zhao, Zheng-Jun Zha, Feng Wu
ACM International Conference on Multimedia (ACM MM, Oral)
[Paper] [Code]

FFNet-M: Feature fusion network with masks for multimodal facial expression recognition
Mingzhe Sui, Zhaoqing Zhu, Feng Zhao, Feng Wu
IEEE International Conference on Multimedia and Expo (ICME)
[Paper] [Code]

Hybrid Image Enhancement With Progressive Laplacian Enhancing Unit
Jie Huang, Zhiwei Xiong, Xueyang Fu, Dong Liu, Zheng-Jun Zha
ACM International Conference on Multimedia (ACM MM)
[Paper] [Code]