Open Source
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From IMCL
Diffusion model-based image processing [Link]
Visual Signal Coding for Machine [Link]
Learning based Video Coding [Link]
Learning based Image Coding [Link]
Diffusion Model Optimization [Link]
3D Content Generation and Editing [Link]
Protein Generation [Link]
External Links
A-Survey-on-Generative-Diffusion-Model [Link]
Papers on machine learning for proteins [Link]
Proteins Design using Deep Learning [Link]
Open Datasets
2020
[1] Extended HEVC Intra Coding (EHIC) Dataset [Dataset]
2019
[1] Semantic Database Based on the Surveillance Scenarios [Paper] [Dataset]
[2] Multi-view Vehicle Type Recognition with Feedback-enhancement Multi-branch CNNs [Paper] [Dataset]
2018
[1] IMCL Stereoscopic Omnidirectional Image quality assessment Database (SOLID) - Phase II [Dataset]
[2] Windowed 5 DOF Light Field Image Database (Win5-LID) [Paper] [Dataset]
2018 Stereoscopic Image Retargeting Database [Dataset]
[3] Dataset Publication for “ImmerTai: Immersive Taichi Motion Learning in Various VR Environments”[Dataset]
2016
[1] IMCL 3D-HEVC Stereo Video Quality Database - Phase I [Paper] [Dataset]
Open Source Code
2023
[1] Light Field Display Software. [Project]
2022
[1] Simeng Sun, Tao Yu, Jiahua Xu, Wei Zhou, and Zhibo Chen*, "GraphIQA: Learning Distortion Graph Representations for Blind Image Quality Assessment", Early Access, IEEE Trans. on Multimedia, 2022. [Paper] [Project]
[2] Jianzhao Liu, Xin Li, Yanding Peng, Tao Yu, Zhibo Chen. Swiniqa: Learned swin distance for compressed image quality assessment[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2022: 1795-1799. [Paper] [Github]
[3] Ruoyu Feng, Xin Jin, Zongyu Guo, Runsen Feng, Yixin Gao, Tianyu He, Zhizheng Zhang, Simeng Sun, Zhibo Chen*, “Image Coding for Machines with Omnipotent Feature Learning”, ECCV 2022. [Paper] [Project]
[4] Li Bingchen, Li Xin, Lu Yiting, Liu Sen, Feng Ruoyu, Chen Zhibo Hst: Hierarchical swin transformer for compressed image super-resolution //Proceedings of the European conference on computer vision (ECCV) workshops. 2022. [Paper] [Github]
2021
[1] Jun Shi, Jianfeng Xu, Kazuyuki Tasaka, Zhibo Chen* “SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration”, Vol.31, Issue.5, pp.2008-2019, IEEE Trans. on Circuits and Systems for Video Technology, 2021. [Paper] [Project]
[2] Jiahua Xu, Wei Zhou, Zhibo Chen*, “Blind Omnidirectional Image Quality Assessment with Viewport Oriented Graph Convolutional Networks”, Vol.31, Issue.5, pp.1724-1737, IEEE Trans. on Circuits and Systems for Video Technology, 2021. [Paper] [Project]
[3] Ya Zhou, Zhibo Chen*, Weiping Li, “Weakly Supervised Reinforced Multi-Operator Image Retargeting”, Vol.31, Issue.1, pp.126-139, IEEE Trans. on Circuits and Systems for Video Technology, Jan. 2021. [Paper] [Project]
[4] Jiahua Xu, Wei Zhou, Zhibo Chen*, Suiyi Ling, Patrick Le Callet, “Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Measurement”, Vol.70, pp.1-13, IEEE Transactions on Instrumentation and Measurement, 2021. [Paper] [Project]
[5] Xin Li, Jun Shi, Zhibo Chen*, "Task-driven Semantic Coding via Reinforcement Learning", Vol.30, pp.6307-6320, IEEE Trans. on Image Processing, 2021. [Paper] [Github]
2020
[1] Wei Zhou#, Likun Shi#, Zhibo Chen*, Jinglin Zhang, “Tensor Oriented No-Reference Light Field Image Quality Assessment”, Vol.29, Issue.1, pp.4070-4084, IEEE Trans. on Image Processing, 2020. [Paper] [Project]
[2] Zhibo Chen*, Tianyu He, Xin Jin, Feng Wu, “Learning for Video Compression”, Vol.30, Issue.2, pp.566-576, IEEE Trans. on Circuits and Systems for Video Technology, 2020. [Paper] [Project]
[3] Zhibo Chen*, Jiahua Xu, Chaoyi Lin and Wei Zhou, "Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory", Vol.14, Issue.1, pp.103-117, IEEE Journal of Selected Topics in Signal Processing, 2020. [Paper] [Project]
[4] Xin Jin, Zhibo Chen*, Weiping Li, "AI-GAN: Asynchronous Interactive Generative Adversarial Network for Single Image Rain Removal", Pattern Recognition, vol.100, p.107143, 2020. [Paper] [Project]
2019
[1] Likun Shi, Shengyang Zhao, Zhibo Chen*, "BELIF: Blind Quality Evaluator of Light Field Image with Tensor Structure Variation Index", In IEEE International Conference on Image Processing (ICIP), 2019. [Paper] [Project]
[2] Xin Jin, Zhibo Chen*, Jianxin Lin, Zhikai Chen, Wei Zhou. Unsupervised single image deraining with self-supervised constraints[C]//2019 IEEE International Conference on Image Processing (ICIP). IEEE, 2019: 2761-2765. [Paper] [Project]
[3] Likun Shi, Wei Zhou, Zhibo Chen*, Jinglin Zhang*, “No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement”, Early Access, IEEE Trans. on Circuits and Systems for Video Technology, 2019. [Paper] [Project]
[4] Zongyu Guo, Zhibo Chen*, Tao Yu, Jiale Chen, Sen Liu, "Progressive Image Inpainting with Full-Resolution Residual Network". In ACM Multimedia Conference, 2019. [Paper] [Project]
[5] Jianxin Lin#, Tiankuang Zhou#, Zhibo Chen, "DeepIR: A Deep Semantics Driven Framework for Image Retargeting", In IEEE International Conference on Multimedia and Expo Workshop (ICMEW), 2019. [Paper] [Project]
[6] Wei Zhou, Zhibo Chen*, Weiping Li, "Dual-Stream Interactive Networks for No-Reference Stereoscopic Image Quality Assessment", Vol.28, Issue 8, pp.3946-3958, IEEE Transactions on Image Processing, Aug. 2019. [Paper] [Project]
[7] Chen Z*, Ying C, Lin C, et al. “Multi-view Vehicle Type Recognition with Feedback-enhancement Multi-branch CNNs”. IEEE Transactions on Circuits and Systems for Video Technology, Vol.29, Issue:9, pp.2590-2599, 2019. [Paper] [Project]
[8] Script for Light field image refocusing [Project]
2017-2018
[1] Zhibo Chen*, Wei Zhou, and Weiping Li. "Blind stereoscopic video quality assessment: From depth perception to overall experience." IEEE Transactions on Image Processing 27(2), (2018): 721-734. [Paper] [Project]
[2] Chen Z*, Lin J, Liao N, et al. “Full Reference Quality Assessment for Image Retargeting Based on Natural Scene Statistics Modeling and Bi-Directional Saliency Similarity”. IEEE Transactions on Image Processing, 2017, 26(11): 5138-5148. [Paper] [Project]
[3] Ye Li, Bin Li, Dong Liu, Zhibo Chen, “A Convolutional Neural Network-Based Approach to Rate Control in HEVC Intra Coding”, IEEE VCIP, 2017. [Paper] [Project]
[4] Shengyang Zhao, Zhibo Chen*, “Light field image coding via linear approximation prior”, IEEE ICIP, 2017. [Paper] [Project]
[5] Last-Bit CNN Classified Fast Mode Decision for Screen Content Coding [Project]