Visual-Information Intelligent Learning LAB,
Shenzhen Graduate School, Peking University

Current Team Members

Professors

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Jian Zhang

Assistant Professor, Ph. D. Supervisor

Intelligent Multimedia Processing, Deep Learning and Optimization, Computer Vision

Phd Students

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Jiechong Song

Phd Student

Compressive Sensing, Image Restoration

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Yujie Hu

Phd Student

Image Synthesis, Image Translation, Image Animation

MPhil Students

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Zhenyu Zhang

MPhil Student

Image Restoration and Enhancement, Video Processing

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Zhuoyuan Wu

MPhil Student

Image Restoration and Enhancement, Video Processing, Compressive Sensing

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Zihong Huang

MPhil Student

Image Restoration and Enhancement, Computer Vision

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Di You

MPhil Student

Image Restoration, Compressive Sensing

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Mengxi Jia

MPhil Student

Computer Vision, Machine Learning, Person re-ID

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Jianhui Chang

MPhil Student

Image Compression, Image Generation, Image Restoration

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Youmin Xu

MPhil Student

Computer Vision, Image Generation, Image Compression, Generative Adversarial Network

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Chong Mou

MPhil Student

Image Restoration, Object Detection

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Jingfen Xie

MPhil Student

Deep Learning and Optimization, Computer Vision, Image Reconstruction, Compressive Sensing

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Qiankun Gao

MPhil Student

Deep Learning, Computer Vision, Person re-ID

Intern/Visiting Students

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Xinhua Cheng

Visiting Student

Computer Vision, Deep Learning, Person re-ID

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Bin Chen

Visiting Student

Deep Learning and Optimization, Computer Vision, Low-level Vision, Image Restoration, Compressed Sensing

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Jiwen Yu

Visiting Student

Image Restoration, Deep Learning

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Yinhuai Wang

Visiting Student

Deep Learning, Robotics, Computer Vision, Generative Models

Journal Articles

(2021). COAST: COntrollable Arbitrary-Sampling NeTwork for Compressive Sensing. IEEE Transactions on image Processing (TIP) (Code is coming soon).

(2021). CAS: Correlation Adaptive Sparse Modeling for Image Denoising. IEEE Transactions on Computational Imaging (TCI).

(2021). Iterative Network for Image Super-Resolution. IEEE Transactions on Multimedia (TMM).

(2021). COLA-Net: Collaborative Attention Network for Image Restoration. IEEE Transactions on Multimedia (TMM).

Code Project

(2020). Optimization-Inspired Compact Deep Compressive Sensing. IEEE Journal of Selected Topics in Signal Processing (JSTSP).

PDF Code Project

Conference Papers

(2020). Attention Based Dual Branches Fingertip Detection Network and Virtual Key System. Proceedings of ACM International Conference on Multimedia (ACM MM).

(2021). Synergic Feature Attention for Image Restoration. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

(2021). Graph Attention Neural Network for Image Restoration. IEEE International Conference on Multimedia and Expo (ICME).

(2021). Invertible Resampling-Based Layered Image Compression. Data Compression Conference (DCC).

Openings

Postdoctoral Fellows

The VILLA group at PKU is looking for a top postdoctoral researcher with expertise in computer vision, computational photography, and deep learning. The researcher for this opening will work at PKU to investigate and develop principled computational methods for highly effective, scalable, and robust visual-information intelligent learning (e.g. person re-identification, tracking, segmentation, compression, reconstruction). Please send a full CV with a complete list of your publications and projects to Prof. Jian Zhang.

Students

The VILLA group at PKU is looking for motivated MS and Ph.D. students in computer vision and signal processing. Please send a full CV with a complete list of your publications and projects, as well as, an unofficial academic transcript to Prof. Jian Zhang.
国内学生请认真阅读【2021招收硕士/博士研究生及访问学生申请须知】

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