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This paper presents our 3rd place solution in both Descriptor Track and Matching Track of the Meta AI Video Similarity Challenge (VSC2022), a competition aimed at detecting video copies.
Scalable detection of partial near-duplicate videos by visual-temporal consistency
Hung-Khoon Tan, Chong-Wah Ngo, Richard Hong, and Tat-Seng Chua · 2009
Earlier work this paper cites.
An image-based approach to video copy detection with spatio-temporal post-filtering
Matthijs Douze, Hervé Jégou, and Cordelia Schmid · 2010
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Vcdb: A large-scale database for partial copy detection in videos
Yugang Jiang, Yudong Jiang, and Jiajun Wang · 2014
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Pattern-based near-duplicate video retrieval and localization on web-scale videos
Chien-Li Chou, Hua-Tsung Chen, and Suh-Yin Lee · 2015
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Yfcc100m: The new data in multimedia research
Bart Thomee, David A. Shamma, Gerald Friedland, Benjamin Elizalde, Karl Ni, Douglas Poland, Damian Borth, and Li-Jia Li · 2016
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Visil: Fine-grained spatio-temporal video similarity learning
Giorgos Kordopatis-Zilos, Symeon Papadopoulos, Ioannis Patras, and Ioannis Kompatsiaris · 2019
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Augly: A data augmentations library for audio, image, text, and video
Joanna Bitton and Zoë Papakipos · 2021
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The 2021 Image Similarity Dataset and Challenge
Matthijs Douze, Giorgos Tolias, Zoë Papakipos, Ed Pizzi, Lowik Chanussot, Filip Radenovic, Tomas Jenicek, Maxim Maximov, Laura Leal-Taixé, Ismail Elezi, Ondřej Chum, and Cristian Canton Ferrer · 2021
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Temporal context aggregation for video retrieval with contrastive learning
Jie Shao, Xin Wen, Bingchen Zhao, and Xiangyang Xue · 2021
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Shuhei Yokoo · 2021
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A large-scale comprehensive dataset and copy-overlap aware evaluation protocol for segment-level video copy detection
Sifeng He, Xudong Yang, Chen Jiang, et al · 2022
Cited alongside, same era.
Results and findings of the 2021 image similarity challenge
Zoë Papakipos, Giorgos Tolias, Tomas Jenicek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, et al · 2022
Later among the works it cites.
A self-supervised descriptor for image copy detection
Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, and Matthijs Douze · 2022
Later among the works it cites.
Active image indexing
Pierre Fernandez, Matthijs Douze, Hervé Jégou, and Teddy Furon · 2023
Closest in time.
Transvcl: Attention-enhanced video copy localization network with flexible supervision
Sifeng He, He Yue, Minlong Lu, et al · 2023
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A benchmark and asymmetrical-similarity learning for practical image copy detection
Wenhao Wang, Yifan Sun, and Yi Yang · 2023
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