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Jian Jin 金鉴

I am a Research Fellow working with Prof. Weisi Lin and Prof. Guosheng Lin in the School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore. I received my Ph.D. degree in the Institute of Information Science, Beijing Jiaotong University (BJTU), China, supervised by Prof. Yao Zhao and Prof. Chunyu Lin. I was a Joint Ph.D. Student from Sep. 2016 to Sep. 2018 in the School of Engineering Science, Simon Fraser University (SFU), Canada, supervised by Prof. Jie Liang. I was fortunate to work closely with Prof. Ming-Ting Sun (UW), Prof. Bing Zeng (UESTC), and Prof. Ce Zhu (UESTC). Here is my CV.

 

Research Interests

Image/video/feature compression, visual perceptual modeling, visual quality assessment, image/video restoration/super-resolution/enhancement, 3D scene rendering, adversarial sample generation.

  jianj008 AT gmail DOT com                            

News

  • 1 ICME accepted, 20, Mar. 2024.
  • 1 KSII accepted, 01, Feb. 2024.
  • 1 AAAI accepted, 10, Dec. 2023.
  • 1 ICIP accepted, 15, Jun. 2023.
  • 1 ICIG accepted, 09, Jun. 2023.
  • 1 JCC accepted, 08, Jun. 2023.
  • 1 TMM accepted, 23, Mar. 2023.
  • 1 IEEE ACESS accepted, 22, Mar. 2023.
  • 1 TCSVT accepted, 20, Sep. 2022.
  • 1 TMM accepted, 08, Aug. 2022.
  • 1 TCYB submitted, 01, Aug. 2022.
  • 1 TCSVT submitted, 08, Jun. 2022.
  • 1 TCYB submitted, 01, Apr. 2022.
  • 1 TMM submitted, 03, Jan. 2022.
  • 1 TCSVT and 1 TIP submitted, Dec. 2021.
  • 1 TCSVT accepted, Sep. 2021.
  • 1 TCSVT submitted, Jul. 2021.
  • Received the “2019 Excellent Doctoral Dissertation Award of CIE”.
  • 1 IEEE VR 2019 submitted.
  • 1 TCSVT accepted.
  • 1 TCSVT submitted.

Publications

(#Communication Author, *Equal Contribution)

2024

Noisy-Residual Continuous Diffusion Models for Real Image Denoising
Xuan Long, Meiqin Liu, Qi Tang, Chao Yao, Jian Jin, Yao Zhao
ICME, 2024
[PDF]

Adversarial Complementary Learning for Just Noticeable Difference Estimation
Dong Yu, Jian Jin#, Lili Meng#, Zhipeng Chen, Huaxiang Zhang
KSII, 2024
[PDF]

Semantic-Lens: Instance-Centric Semantic Alignment for Video Super-Resolution
Qi Tang, Yao Zhao, Meiqin Liu, Jian Jin, Chao Yao
AAAI, 2024
[PDF]

2023

GAN-based Image Compression with Improved RDO Process
Fanxin Xia, Jian Jin#, Lili Meng, Feng Ding, Huaxiang Zhang
ICIG, 2023
[PDF]

HVS-Inspired Adversarial Image Generation with High Perceptual Quality
Yuan Xue, Jian Jin#, Weisi Lin, Wen Sun
Journal of Cloud Computing (JCC), 2023
[PDF]

ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries
Xingxing Zhang, Shupeng Gui, Jian Jin, Zhenfeng Zhu, Yao Zhao
IEEE Transactions on Multimedia (TMM), 2023
[PDF]

Slimmable Multi-task Image Compression for Human and Machine Vision
Jiangzhong Cao, Ximei Yao, Huan Zhang, Jian Jin, Yun Zhang, Bingo Wing-Kuen Ling
IEEE Access, 2023
[PDF]

The First Comprehensive Dataset with Multiple Distortion Types for Visual Just-Noticeable Differences
Yaxuan Liu*, Jian Jin*, Yuan Xue, Weisi Lin
ICIP, 2023
[PDF] [Dataset]

JND-Based Perceptual Optimization For Learned Image Compression
Feng Ding, Jian Jin, Lili Meng, Weisi Lin
Arxiv [PDF]

2022

HVS-Inspired Signal Degradation Network for Just Noticeable Difference Estimation
Jian Jin, Yuan Xue, Xingxing Zhang, Lili Meng, Yao Zhao, Weisi Lin
Arxiv [PDF]

Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation
Wen Sun*, Jian Jin*, Weisi Lin
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
[PDF]

Full RGB Just Noticeable Difference (JND) Modelling
Jian Jin, Dong Yu, Weisi Lin, Lili Meng, Hao Wang, Huaxiang Zhang
Arxiv [PDF]

Auto-Weighted Layer Representation Based View Synthesis Distortion Estimation for 3-D Video Coding
Jian Jin, Xingxing Zhang, Lili Meng, Weisi Lin, Jie Liang, Huaxiang Zhang, Yao Zhao
IEEE Transactions on Multimedia (TMM), 2022
[PDF] [Dataset] [Code]

2021

A New Image Codec Paradigm for Human and Machine Uses
Sien Chen, Jian Jin#, Lili Meng#, Weisi Lin, Zhuo Chen, Tsui-Shan Chang, Zhengguang Li, Huaxiang Zhang (# Communication Author)
Arxiv [PDF]

Just Noticeable Difference for Deep Machine Vision
Jian Jin, Xingxing Zhang, Xin Fu, Huan Zhang, Weisi Lin, Jian Lou, Yao Zhao
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021
[PDF]

2020

Dually Octagonal Projection for 360 Video with Less-Distortion Introduced
Geyang Wang, Yao Zhao, Chunyu Lin, Meiqin Liu, Jian Jin
International Conference on Signal Processing (ICSP), 2020
[PDF]

Edge Orientation Driven Depth Super-Resolution for View Synthesis
Chao Yao, Jimin Xiao, Jian Jin, Xiaojuan Ban
International Conference on Image and Graphics (ICIG), 2020
[PDF]

2019

Pixel-Level View Synthesis Distortion Estimation for 3D Video Coding
Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Lili Meng
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019
[PDF]

2018

A Depth-Bin-Based Graphical Model for Fast View Synthesis Distortion Estimation
Jian Jin, Jie Liang, Yao Zhao, Chunyu Lin, Chao Yao, Anhong Wang
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018
[PDF]

2017 and Earlier

Region-aware 3-D warping for DIBR
Jian Jin, Anhong Wang, Yao Zhao, Chunyu Lin, and Bing Zeng
IEEE Transactions on Multimedia (TMM), 2016
[PDF]

An Accurate and Efficient Nonlinear Depth Quantization Scheme
Jian Jin, Yao Zhao, Chunyu Lin, and Anhong Wang
Pacific Rim Conference on Multimedia (PCM), 2015
[PDF]

A fast region-level 3D-warping method for depth-image-based rendering
Jian Jin, Anhong Wang, Yao Zhao, and Chunyu Lin
IEEE International Workshop on Multimedia Signal Processing (MMSP), 2015
[PDF]

Scalable coding of depth images with synthesis-guided edge detection
Lijun Zhao, Anhong Wang, Bing Zeng, Jian Jin
KSII Transactions on Internet and Information Systems (KSII), 2015
[PDF]

Synthesis-Aware Region-Based 3D Video Coding
Zhiwei Xing, Anhong Wang, Jian Jin, Yingchun Wu
Pacific Rim Conference on Multimedia (PCM), 2015
[PDF]

Selected Award

  • 2019 Excellent Doctoral Dissertation Award of CIE (Nov. 2019)
  • Excellent Graduates in Beijing (Jun. 2019)
  • Excellent Graduates of BJTU (Jun. 2019)
  • President Scholarship of BJTU (Apr. 2017 the greatest honor for the graduate students at BJTU)
  • Annual Best paper of Institute of Information Science, Beijing Jiao Tong University (Jan. 2017)
  • The Hanergy Li Jianing Scholarship (Nov. 2016 Rank 1)
  • China National Scholarship (Oct. 2016 Rank 1)
  • China Scholarship Council (CSC) Scholarship (Jun. 2016)
  • Excellent Paper Award of BJTU (Jun. 2016)
  • PhD Innovation Fund of BJTU (Dec. 2015)
  • Miyoshi outstanding graduate student of BJTU (Nov. 2015)
  • First-class PhD academic scholarship of BJTU (Oct. 2015)

Professional Activities

Membership

  • IEEE

Technical Program/Review Committee Member

  • IEEE International Conference on Visual Communications and Image Processing (VCIP 2018)
  • Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2018)

Reviewer for Journals

  • IEEE Transactions on Image Processing
  • IEEE Transactions on Circuits and Systems for Video Technology
  • IEEE Transactions on Multimedia
  • IEEE Transactions on Cybernetics
  • IEEE Transactions on Neural Networks and Learning Systems
  • IEEE Intelligent Systems
  • Neurocomputing
  • Multimedia Systems
  • EURASIP Journal on Image and Video Processing
  • International Journal of Pattern Recognition and Artificial Intelligence

Reviewer for Conferences

  • IEEE International Conference on Multimedia & Expo (ICME 2020, 2022, 2023)
  • IEEE International Symposium on Circuits and Systems (ISCAS 2019)
  • IEEE International Workshop on Multimedia Signal Processing (MMSP 2019)
  • IEEE International Conference on Visual Communications and Image Processing (VCIP 2019, 2018)
  • Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2018, 2017)