Selected Publications      (* denotes equal contribution)
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HaRP: High Dynamic Range Photosequencing
Xiang Ji*,
xxx,
Yinqiang Zheng
Ongoing 2025
project page (coming soon)
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paper (coming soon)
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code (coming soon)
We present a new task of HDR photosequencing
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RS-NeRF: Neural Radiance Fields from Rolling Shutter Images
Muyao Niu,
Tong Chen, Yifan Zhan, Zhuoxiao Li,
Xiang Ji,
Yinqiang Zheng
ECCV 2024
paper
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code
we present RS NeRF, a method designed to synthesize normal images from novel views using input with RS distortions.
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Motion Blur Decomposition with Cross-shutter Guidance
Xiang Ji,
Haiyang Jiang,
Yinqiang Zheng
CVPR 2024
project page
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paper
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code
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data
We proposed a novel cross-shutter setting for motion decomposition of a single blurry image, inspired by the complementary exposure characteristics of GS and RS cameras.
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Rethinking Video Frame Interpolation from Shutter Mode Induced Degradation
Xiang Ji,
Zhixiang Wang,
Zhihang Zhong,
Yinqiang Zheng
ICCV 2023  
paper
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code
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data
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video
We highlighted the effects of shutter mode induced degradations on the VFI task and proposed a generic model to interpolate middle clear frames at arbitrary times
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Single Image Deblurring with Row-dependent Blur Magnitude
Xiang Ji,
Zhixiang Wang,
Shin'ichi Satoh,
Yinqiang Zheng
ICCV 2023
paper
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code
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data
In this paper, we explore a novel in-between exposure mode, called global reset release (GRR) shutter, and propose a residual spatially-compensated and spectrally-enhanced Transformer (RSS-T) block for row-dependent deblurring of a single GRR image.
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Blur Interpolation Transformer for Real-World Motion from Blur
Zhihang Zhong,
Mingdeng Cao,
Xiang Ji,
Yinqiang Zheng,
Imari Sato
CVPR 2023
project page
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paper
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code
We propose a blur interpolation transformer (BiT) to effectively unravel the underlying temporal correlation encoded in blur.
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Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global
Zhixiang Wang,
Xiang Ji,
Jia-Bin Huang,
Shin'ichi Satoh,
Xiao Zhou,
Yinqiang Zheng
CVPR 2022
project page
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paper
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code
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video
This paper first attempts to restore clean GS videos from the RS sensor with the widely ignored global reset feature.
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Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
Yixin Cao
Xiang Ji,
Xin Lv,
Juanzi Li,
Yonggang Wen ,
Hanwang Zhang
ACL 2021   Oral Presentation
paper
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code
We present InferWiki, a Knowledge Graph Completion (KGC)dataset that improves upon existing benchmarks in inferential ability, assumptions, and patterns.
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Educations and Experiences
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National Institute of Informatics (NII), Tokyo, Japan
Nov. 2023 - Sep. 2024, Research Assistant, Echizen Laboratory, Information and Society Research Division
The University of Tokyo, Tokyo, Japan
Oct. 2021 - Sep. 2024, Ph.D Student, Graduate School of Information Science and Technology
- Advisor: Prof. Yinqiang Zheng
Nanyang Technological University, Singapore
Oct. 2019 - May 2021, Research Assistant (Full-time), School of Computer Science and Engineering
- Advisor: Prof. Yixin Cao and Hanwang Zhang
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Reviewer: ICCV, CVPR, ECCV, ICLR, ICML, NeurIPS, ACM MM, AAAI, ACM Computing Surveys, TIP, TPAMI
Volunteer: ICCV 2023
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Website template comes from Jon Barron
Last update: October, 2024
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