Deep learning-guided video compression for machine vision tasks by Aro Kim, Seung-taek Woo, Minho Park, Dong-hwi Kim, Hanshin Lim, Soon-heung Jung, Sangwoon Kwak, Sang-hyo Park

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A dataset of labelled objects on raw video sequences by Hyomin Choi, Elahe Hosseini, Saeed Ranjbar Alvar, Robert A. Cohen, Ivan V. Bajić

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Versatile Video Coding-Based Coding Tree Unit Level Image Compression With Dual Quantization Parameters for Hybrid Vision by Shin Kim, Yegi Lee, Kyoungro Yoon

Subjects: “…Video coding for machines…”
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Suboptimal video coding for machines method based on selective activation of in-loop filter by Ayoung Kim, Eun-Vin An, Soon-heung Jung, Hyon-Gon Choo, Jeongil Seo, Kwang-deok Seo

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An Efficient Multi-Scale Feature Compression With QP-Adaptive Feature Channel Truncation for Video Coding for Machines by Yong-Uk Yoon, Dongha Kim, Jooyoung Lee, Byung Tae Oh, Jae-Gon Kim

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Adaptive spatial down-sampling method based on object occupancy distribution for video coding for machines by Eun-bin An, Ayoung Kim, Soon-heung Jung, Sangwoon Kwak, Jin Young Lee, Won-Sik Cheong, Hyon-Gon Choo, Kwang-deok Seo

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Feature Map Compression for Video Coding for Machines Based on Receptive Block Based Principal Component Analysis by Minhun Lee, Hansol Choi, Jihoon Kim, Jihoon Do, Hyoungjin Kwon, Se Yoon Jeong, Donggyu Sim, Seoung-Jun Oh

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Advanced fine-tuning procedures to enhance DNN robustness in visual coding for machines by Alban Marie, Karol Desnos, Alexandre Mercat, Luce Morin, Jarno Vanne, Lu Zhang

Subjects: “…Video Coding for Machines (VCM)…”
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A Super-Resolution-Based Feature Map Compression for Machine-Oriented Video Coding by Jung-Heum Kang, Muhammad Salman Ali, Hye-Won Jeong, Chang-Kyun Choi, Younhee Kim, Se Yoon Jeong, Sung-Ho Bae, Hui Yong Kim

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