Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos

13 March 2023

Yubin Hu

Yuze He

Papers citing "Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos"

36 / 36 papers shown

Title
Rethinking Resolution in the Context of Efficient Video Recognition Chuofan Ma Qiushan Guo Yi Jiang Zehuan Yuan Ping Luo Xiaojuan Qi 77 12 0 26 Sep 2022
BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies Thomas Verelst Tinne Tuytelaars OffRL 24 15 0 20 Aug 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 120 4,934 0 31 May 2021
Rethinking BiSeNet For Real-time Semantic Segmentation Mingyuan Fan Shenqi Lai Junshi Huang Xiaoming Wei Z. Chai Junfeng Luo Xiaolin K. Wei SSeg 62 476 0 27 Apr 2021
Local Memory Attention for Fast Video Semantic Segmentation M. Paul Martin Danelljan Luc Van Gool Radu Timofte VOS 33 32 0 05 Jan 2021
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation Y. Nirkin Lior Wolf Tal Hassner SSeg 40 178 0 21 Dec 2020
Highway Driving Dataset for Semantic Video Segmentation Byungju Kim Junho Yim Junmo Kim SSeg 34 15 0 02 Nov 2020
AR-Net: Adaptive Frame Resolution for Efficient Action Recognition Yue Meng Chung-Ching Lin Yikang Shen P. Sattigeri Leonid Karlinsky A. Oliva Kate Saenko Rogerio Feris 32 142 0 31 Jul 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 52 1,195 0 05 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 37 186 0 03 Apr 2020
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge Junyi Feng Songyuan Li Xi Li Leilei Gan Qi Tian Ming-Hsuan Yang Haibin Ling VOS 36 24 0 30 Mar 2020
Efficient Video Semantic Segmentation with Labels Propagation and Refinement M. Paul Christoph Mayer Luc Van Gool Radu Timofte 31 36 0 26 Dec 2019
Mimic The Raw Domain: Accelerating Action Recognition in the Compressed Domain Barak Battash H. Barad Hanlin Tang Amit Bleiweiss 24 30 0 19 Nov 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation Hanchao Li Pengfei Xiong Haoqiang Fan Jian Sun SSeg 50 562 0 03 Apr 2019
Video Object Segmentation using Space-Time Memory Networks Seoung Wug Oh Joon-Young Lee N. Xu Seon Joo Kim VOS 62 705 0 01 Apr 2019
In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images Marin Orsic Ivan Kreso Petra Bevandić Sinisa Segvic SSeg 44 341 0 20 Mar 2019
Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search Xuzhao Li Yiming Zhou Zheng Pan Jiashi Feng 3DV 53 158 0 09 Mar 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition Zheng Shou Xudong Lin Yannis Kalantidis Laura Sevilla-Lara Marcus Rohrbach Shih-Fu Chang Zhicheng Yan VGen 62 120 0 11 Jan 2019
Fast Object Detection in Compressed Video Shiyao Wang Hongchao Lu Zhidong Deng ObjD 32 59 0 27 Nov 2018
BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation Changqian Yu Jingbo Wang Chao Peng Changxin Gao Gang Yu Nong Sang SSeg 120 2,189 0 02 Aug 2018
Accel: A Corrective Fusion Network for Efficient Semantic Segmentation on Video Samvit Jain Xin Eric Wang Joseph E. Gonzalez VOS 50 137 0 17 Jul 2018
Dynamic Video Segmentation Network Yu-Syuan Xu Tsu-Jui Fu Hsuan-Kung Yang Chun-Yi Lee VOS 45 127 0 03 Apr 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 35 161 0 02 Apr 2018
Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation Samvit Jain Joseph E. Gonzalez 28 21 0 21 Mar 2018
ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation Sachin Mehta Mohammad Rastegari A. Caspi Linda G. Shapiro Hannaneh Hajishirzi SSeg 109 779 0 19 Mar 2018
Compressed Video Action Recognition Chao-Yuan Wu Manzil Zaheer Hexiang Hu R. Manmatha Alex Smola Philipp Krahenbuhl 118 325 0 02 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 192 8,867 0 21 Nov 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 139 8,425 0 17 Jun 2017
ICNet for Real-Time Semantic Segmentation on High-Resolution Images Hengshuang Zhao Xiaojuan Qi Xiaoyong Shen Jianping Shi Jiaya Jia SSeg 61 1,406 0 27 Apr 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 303 11,941 0 04 Dec 2016
Deep Feature Flow for Video Recognition Xizhou Zhu Yuwen Xiong Jifeng Dai Lu Yuan Yichen Wei 92 597 0 23 Nov 2016
Clockwork Convnets for Video Semantic Segmentation Evan Shelhamer Kate Rakelly Judy Hoffman Trevor Darrell 49 199 0 11 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 161 18,136 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 280 37,704 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 576 11,540 0 06 Apr 2016
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 92 4,882 0 22 Dec 2014