CIRI: curricular inactivation for residue-aware one-shot video inpainting

W Zheng, C Xu, X Xu, W Liu… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Video inpainting aims at filling in missing regions of a video. However, when dealing with
dynamic scenes with camera or object movements, annotating the inpainting target …

Look ma, no hands! agent-environment factorization of egocentric videos

M Chang, A Prakash, S Gupta - Advances in Neural …, 2024 - proceedings.neurips.cc
The analysis and use of egocentric videos for robotics tasks is made challenging by
occlusion and the visual mismatch between the human hand and a robot end-effector. Past …

Micro-gesture online recognition using learnable query points

P Liu, F Wang, K Li, G Chen, Y Wei, S Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
In this paper, we briefly introduce the solution developed by our team, HFUT-VUT, for the
Micro-gesture Online Recognition track in the MiGA challenge at IJCAI 2024. The Micro …

Hierarchical candidate recursive network for highlight restoration in endoscopic videos

C Xu, J Wu, D Zhang, L Han, D Zhang, J Han - Expert Systems with …, 2025 - Elsevier
Highlight restoration in endoscopic videos is crucial for enhancing the clinical value and
effectiveness of endoscopic examinations. However, as an unexplored field, it poses …

FVIFormer: flow-guided global-local aggregation transformer network for video inpainting

W Yan, Y Sun, G Yue, W Zhou… - IEEE Journal on Emerging …, 2024 - ieeexplore.ieee.org
Video inpainting has been extensively used in recent years. Established works usually
utilise the similarity between the missing region and its surrounding features to inpaint in the …

Raformer: Redundancy-Aware Transformer for Video Wire Inpainting

Z Ji, Y Su, Y Zhang, J Hou, Y Pang, J Han - arXiv preprint arXiv …, 2024 - arxiv.org
Video Wire Inpainting (VWI) is a prominent application in video inpainting, aimed at
flawlessly removing wires in films or TV series, offering significant time and labor savings …

DSTA-Net: Deformable Spatio-Temporal Attention Network for Video Inpainting

T Liu, G Qiu, H Xuan - IEEE Signal Processing Letters, 2024 - ieeexplore.ieee.org
Video inpainting aims to fill in the corrupted or missing regions of target frame with plausible
contents by exploiting the information drawn from surrounding reference frames. However …

Elevating Flow-Guided Video Inpainting with Reference Generation

S Cho, SW Oh, S Lee, JY Lee - arXiv preprint arXiv:2412.08975, 2024 - arxiv.org
Video inpainting (VI) is a challenging task that requires effective propagation of observable
content across frames while simultaneously generating new content not present in the …

[PDF][PDF] 基于深度学习的图像修复方法研究进展.

陈文祥, 田启川, 廉露, 张晓行… - Journal of Computer …, 2024 - lib.zjsru.edu.cn
图像修复是通过算法或技术对受损或缺失的图像进行恢复和修复的过程, 是计算机视觉领域的
研究热点之一. 梳理了近些年基于深度学习的图像修复方法的发展脉络, 将其分为单模态图像 …

Text-Video Completion Networks With Motion Compensation And Attention Aggregation

J Wang, Z Wu, H Xuan, Y Yan - ICASSP 2024-2024 IEEE …, 2024 - ieeexplore.ieee.org
The purpose of video inpainting is to fill a specified area with reasonable content. However,
in the case of multiple targets and complex textures, current methods struggle to distinguish …