Multi-view Self-supervised Disentanglement for General Image Denoising
Hao Chen*, Chenyuan Qu*, Yu Zhang, Chen Chen, Jianbo Jiao
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code] [Project Page]
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation
Zekang Zhang, Guangyu Gao, Jianbo Jiao, Chi Harold Liu, Yunchao Wei
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code]
CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning
Kaiqiang Xiong, Rui Peng, Zhe Zhang, Tianxing Feng, Jianbo Jiao, Feng Gao, Ronggang Wang
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code] [Project Page]
Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion
Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, Shengfeng He
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[PDF] [BibTeX] [Code] [Video]
Speed Co-Augmentation for Unsupervised Audio-Visual Pre-training
Jiangliu Wang, Jianbo Jiao, Yibing Song, Stephen James, Zhan Tong, Chongjian Ge, Pieter Abbeel, Yun-Hui Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Sight and Sound, 2023
[PDF] [BibTeX] [Code]
Cali-NCE: Boosting Cross-modal Video Representation Learning with Calibrated Alignment
Nanxuan Zhao, Jianbo Jiao, Weidi Xie, Dahua Lin
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop on Foundation Model, 2023
[PDF] [BibTeX] [Code]
Revisiting Implicit Neural Representations in Low-Level Vision
Wentian Xu, Jianbo Jiao
International Conference on Learning Representations (ICLR) Neural Fields Workshop, 2023
[PDF] [arXiv] [BibTeX] [Project]
A Kernel Density Estimation based Quality Metric for Quality Assessment of Obstetric Ultrasound Video
Jong Kwon, Jianbo Jiao, Alice Self, J. Alison Noble, Aris Papageorghiou
International Conference on Learning Representations (ICLR) Trustworthy Machine Learning for Healthcare Workshop, 2023
[PDF] [BibTeX] [Code]
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation
Zekang Zhang, Guangyu Gao, Zhiyuan Fang, Jianbo Jiao, Yunchao Wei
Conference on Neural Information Processing Systems (NeurIPS), 2022
[PDF] [BibTeX] [Code]
Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound
Zeyu Fu*, Jianbo Jiao*, Robail Yasrab*, Lior Drukker, Aris T. Papageorghiou, Alison Noble (*Equal contribution)
European Conference on Computer Vision (ECCV) Medical Computer Vision Workshop, Oral Presentation (Best Paper Award), 2022
[PDF] [BibTeX] [Project]
Quantised Transforming Auto-Encoders: Achieving Equivariance to Arbitrary Transformations in Deep Networks
Jianbo Jiao, João F. Henriques
British Machine Vision Conference (BMVC), 2021
[PDF] [BibTeX] [Presentation] [Project]
Explainability of Self-Supervised Representation Learning for Medical Ultrasound Video
Kangning Zhang, Jianbo Jiao, Alison Noble
Conference on Neural Information Processing Systems Workshop (MedNeurIPS), 2021
[PDF] [BibTeX] [Poster]
Self-Supervised Video Representation Learning by Uncovering Spatio-temporal Statistics
Jiangliu Wang*, Jianbo Jiao*, Linchao Bao, Shengfeng He, Wei Liu, Yunhui Liu (*Equal contribution)
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021
This paper subsumes our preliminary work presented at CVPR 2019, with ~30% performance improvement!
[PDF] [BibTeX] [Code]
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning
Chongjian Ge, Youwei Liang, Yibing Song, Jianbo Jiao, Jue Wang, Ping Luo
Conference on Neural Information Processing Systems (NeurIPS), 2021
[PDF] [BibTeX] [Project] [OpenReview] [Media Coverage]
Scene Context-Aware Salient Object Detection
Avishek Siris, Jianbo Jiao, Gary K.L. Tam, Xianghua Xie, Rynson W.H. Lau
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
[PDF] [BibTeX] [Code and Dataset]
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition
Zeyu Fu, Jianbo Jiao, Michael Suttie, Alison Noble
IEEE Journal of Biomedical and Health Informatics (JBHI), 2021
[PDF] [BibTeX]
Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation
Bingfeng Zhang, Jimin Xiao, Jianbo Jiao, Yunchao Wei,Yao Zhao
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2021
[PDF] [BibTeX] [Code]
Multi-View Face Synthesis via Progressive Face Flow
Yangyang Xu, Xuemiao Xu, Jianbo Jiao, Keke Li, Cheng Xu, Shengfeng He
IEEE Transactions on Image Processing (T-IP), 2021
[PDF] [BibTeX] [Code]
Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound
Jianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris Papageorghiou, Alison Noble
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Oral Presentation (Early Acceptance), 2020
[PDF] [BibTeX] [Presentation Video] [Graphical Abstract] [MICCAI Daily Coverage, Best of MICCAI 2020 Coverage]
Unified Image and Video Saliency Modeling
Richard Droste*, Jianbo Jiao*, Alison Noble (*Equal contribution)
European Conference on Computer Vision (ECCV), Spotlight Presentation, 2020
[PDF] [BibTeX] [Short Video] [Long Video] [More Results] [Project]
Self-Supervised Video Representation Learning by Pace Prediction
Jiangliu Wang, Jianbo Jiao, Yun-Hui Liu
European Conference on Computer Vision (ECCV), 2020
[PDF] [BibTeX] [Short Video] [Long Video] [Code]
Self-Supervised Ultrasound to MRI Fetal Brain Image Synthesis
Jianbo Jiao, Ana Namburete, Aris Papageorghiou, Alison Noble
IEEE Transactions on Medical Imaging (T-MI), 2020
This paper subsumes our preliminary work presented at MICCAI-MLMI 2019.
[PDF] [BibTeX] [Code]
Self-Supervised Representation Learning for Ultrasound Video
Jianbo Jiao, Richard Droste, Lior Drukker, Aris Papageorghiou, Alison Noble
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
[PDF] [BibTeX]
Tactile Sketch Saliency
Jianbo Jiao, Ying Cao, Manfred Lau, Rynson W.H. Lau
ACM International Conference on Multimedia (ACM MM), 2020
[PDF] [BibTeX] [Data & Code]
Inferring Attention Shift Ranks of Objects for Image Saliency
Avishek Siris, Jianbo Jiao, Gary K.L. Tam, Xianghua Xie, Rynson W.H. Lau
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[PDF] [BibTeX] [Presentation Video] [Project] [Dataset]
When AWGN-based Denoiser Meets Real Noises
Yuqian Zhou, Jianbo Jiao, Haibin Huang, Yang Wang, Jue Wang, Honghui Shi, Thomas S. Huang
AAAI Conference on Artificial Intelligence (AAAI), Spotlight Presentation, 2020
[PDF] [BibTeX] [Code] [GIMP-ML]
Cross-Task Representation Learning for Anatomical Landmark Detection
Zeyu Fu, Jianbo Jiao, Michael Suttie, Alison Noble
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop on MLMI, 2020
[PDF] [BibTeX]
Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking
Yipei Wang, Richard Droste, Jianbo Jiao, Harshita Sharma, Lior Drukker, Aris T. Papageorghiou, Alison Noble
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop on ASMUS, Oral Presentation, 2020
[PDF] [BibTeX]
FormNet: Formatted Learning for Image Restoration
Jianbo Jiao, Wei-Chih Tu, Ding Liu, Shengfeng He, Rynson Lau, Thomas S. Huang
IEEE Transactions on Image Processing (T-IP), 2020
This paper subsumes our preliminary work presented at CVPRW 2017.
[PDF] [BibTeX] [Code]
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning
Ding Liu, Bihan Wen, Jianbo Jiao, Xianming Liu, Zhangyang Wang, Thomas S. Huang
IEEE Transactions on Image Processing (T-IP), 2020
[PDF] [BibTeX] [Code]
Anatomy-Aware Self-Supervised Fetal MRI Synthesis from Unpaired Ultrasound Images
Jianbo Jiao, Ana Namburete, Aris Papageorghiou, Alison Noble
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) Workshop on Machine Learning in Medical Imaging (MLMI), Oral Presentation, 2019
[PDF] [BibTeX] [Presentation]
Geometry-Aware Distillation for Indoor Semantic Segmentation
Jianbo Jiao, Yunchao Wei, Zequn Jie, Honghui Shi, Rynson W.H. Lau, Thomas S. Huang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[PDF] [BibTeX] [Code]
Self-Supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics
Jiangliu Wang, Jianbo Jiao, Linchao Bao, Shengfeng He, Yunhui Liu, Wei Liu
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
[PDF] [BibTeX] [Code]
Ground-Aware Point Cloud Semantic Segmentation for Autonomous Driving
Jian Wu, Jianbo Jiao, Qingxiong Yang, Zheng-Jun Zha, Xuejin Chen
ACM International Conference on Multimedia (ACM MM), Oral Presentation, 2019
[PDF] [BibTeX] [Project]
Few-shot Breast Cancer Metastases Classification via Unsupervised Cell Ranking
Jiaojiao Chen, Jianbo Jiao, Shengfeng He, Guoqiang Han, Jing Qin
IEEE Transactions on Computational Biology and Bioinformatics (T-CBB), 2019
[PDF] [BibTeX] [Code]
Stereoscopic Image Generation from Light Field with Disparity Scaling and Super-Resolution
Tao Yan, Jianbo Jiao, Wenxi Liu, Rynson W.H. Lau
IEEE Transactions on Image Processing (T-IP), 2019
[PDF] [BibTeX]
Referring Image Segmentation by Generative Adversarial Learning
Shuang Qiu, Yao Zhao, Jianbo Jiao, Yunchao Wei, Shikui Wei
IEEE Transactions on Multimedia (T-MM), 2019
[PDF] [BibTeX]
Look Deeper into Depth: Monocular Depth Estimation with Semantic Booster and Attention-Driven Loss
Jianbo Jiao, Ying Cao, Yibing Song, Rynson W.H. Lau
European Conference on Computer Vision (ECCV), 2018
[PDF] [BibTeX] [Code]
Task-Driven Webpage Saliency
Quanlong Zheng, Jianbo Jiao, Ying Cao, Rynson W.H. Lau
European Conference on Computer Vision (ECCV), 2018
[PDF] [BibTeX] [Project]
Delving into Salient Object Subitizing and Detection
Shengfeng He, Jianbo Jiao, Xiaodan Zhang, Guoqiang Han, Rynson W.H. Lau
IEEE International Conference on Computer Vision (ICCV), 2017
[PDF] [BibTeX]
Joint Image Denoising and Disparity Estimation via Stereo Structure PCA and Noise-Tolerant Cost
Jianbo Jiao, Qingxiong Yang, Shengfeng He, Shuhang Gu, Lei Zhang, Rynson W. H. Lau
International Journal of Computer Vision (IJCV), 2017
[PDF] [BibTeX] [Code] [Data]
FormResNet: Formatted Residual Learning for Image Restoration
Jianbo Jiao, Wei-Chih Tu, Shengfeng He, Rynson W. H. Lau
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshop (NTIRE), Oral Presentation, 2017
[PDF] [BibTeX] [Code] [Slides] [Poster]
A Hand Pose Tracking Benchmark From Stereo Matching
Jiawei Zhang, Jianbo Jiao, Mingliang Chen, Liangqiong Qu, Xiaobin Xu, Qingxiong Yang
IEEE International Conference on Image Processing (ICIP), Oral Presentation, 2017
[PDF] [Tech Report] [BibTeX] [Data: Dropbox, OneDrive]
Color Image Guided Boundary-inconsistent Region Refinement for Stereo Matching
Jianbo Jiao, Ronggang Wang, Wenmin Wang, Dagang Li, Wen Gao
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2015
[PDF] [BibTeX] [Code]
Local Stereo Matching with Improved Matching Cost and Disparity Refinement
Jianbo Jiao, Ronggang Wang, Wenmin Wang, Shengfu Dong, Zhenyu Wang, Wen Gao
IEEE Multimedia, 2014
[PDF] [BibTeX]
Cost-Volume Filtering-Based Stereo Matching with Improved Matching Cost and Secondary Refinement
Jianbo Jiao, Ronggang Wang, Wenmin Wang, Shengfu Dong, Zhenyu Wang, Wen Gao
IEEE International Conference on Multimedia and Expo (ICME), Oral Presentation (Best Student Paper candidate), 2014
[PDF] [BibTeX] [Slides] [Poster] [demo]
Associate Editor:
IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT)
The Visual Computer (International Journal of Computer Graphics)
Applied Sciences Special Issue: Advances in Computer Vision and Semantic Segmentation (Guest Editor)
Co-Chair / Organizing Committee:
25th UK Conference on Medical Image Understanding and Analysis (MIUA 2021)
Area Chair
ACM International Conference on Multimedia (ACM MM) 2022, 2023
Vision And Learning SEminar (VALSE)
Conference Reviewer:
ICML 2022 (Outstanding Reviewer), NeurIPS 2022 (Outstanding Reviewer for the Datasets and Benchmarks track), ICLR 2022, CVPR 2022, ACCV 2022 (Outstanding Reviewer), NeurIPS 2021 (Outstanding Reviewer), CVPR 2021 (Outstanding Reviewer), IJCAI 2021 (Senior Program Committee member), AAAI 2021, WACV 2021, CVPR 2020, ECCV 2020 (Outstanding Reviewer), MICCAI 2020 (Outstanding Reviewer), AAAI 2020, IJCAI 2020, ACCV 2020, ICCV 2019 (Outstanding Reviewer), CVPR 2019, MICCAI 2019, Pacific Graphics 2018
Journal Reviewer:
IEEE T-PAMI, T-IP, T-MI, T-NNLS, T-CSVT, T-Cybernetics, T-MM, Multimedia, Signal Processing Letters; Springer IJCV, Neurocomputing, Journal of Visual Communication and Image Representation (Outstanding Reviewer), Computer Vision and Image Understanding, Computer Graphics Forum