Title
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects Guohuan Xie Syed Ariff Syed Hesham Wenya Guo Bing Li Ming-Ming Cheng Guolei Sun Yun-Hai Liu 39 0 0 16 Jun 2025
$$\texttt{DINO-Foresight}$: Looking into the Future with DINO$ $\texttt{DINO-Foresight}$ : Looking into the Future with DINO Efstathios Karypidis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis AI4CE 158 3 0 16 Dec 2024
Towards Open-Vocabulary Video Semantic Segmentation Xuelong Li Yun Liu Guolei Sun Min Wu Le Zhang Ce Zhu VLM VOS 149 2 0 12 Dec 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 77 0 0 05 Mar 2024
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps Sidi Wu Yizi Chen Konrad Schindler L. Hurni 76 4 0 19 Oct 2023
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation Zhaochong An Guolei Sun Zongwei Wu Hao Tang Luc Van Gool VOS 75 5 0 14 Sep 2023
Motion-state Alignment for Video Semantic Segmentation Jinming Su Ruihong Yin Shuaibin Zhang Junfeng Luo 45 6 0 18 Apr 2023
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 71 1 0 25 Mar 2023
U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction Jian Wang Xiang Long Guowei Chen Zewu Wu Zeyu Chen Errui Ding SSeg 66 11 0 13 Oct 2022
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation Guolei Sun Yun-Hai Liu Hao Tang Ajad Chhatkuli Le Zhang Luc Van Gool VOS 56 34 0 21 Jul 2022
How Far Can I Go ? : A Self-Supervised Approach for Deterministic Video Depth Forecasting Suaradip Nag Nisarg A. Shah Anran Qi Raghavendra Ramachandra MDE 58 2 0 01 Jul 2022
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation Hyunsu Rhee Dong Min Sun-Kyoo Hwang Bruno Andreis Sung Ju Hwang 116 1 0 20 Jun 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 90 32 0 07 Apr 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation Hao He Yuhui Yuan Xiangyu Yue Han Hu VOS VLM 84 14 0 08 Mar 2022
Temporally Constrained Neural Networks (TCNN): A framework for semi-supervised video semantic segmentation Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter J. Marescaux Guido Costamagna B. Dallemagne N. Padoy 73 10 0 27 Dec 2021
From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecasting Mengcheng Lan Shuliang Ning Yanran Li Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 45 0 0 21 Jul 2021
A Survey on Deep Learning Technique for Video Segmentation Tianfei Zhou Fatih Porikli David J. Crandall Luc Van Gool Wenguan Wang VOS 139 243 0 02 Jul 2021
Polarized Self-Attention: Towards High-quality Pixel-wise Regression Huajun Liu Fuqiang Liu Xinyi Fan Dong Huang 137 220 0 02 Jul 2021
Learning to Associate Every Segment for Video Panoptic Segmentation Sanghyun Woo Dahun Kim Joon-Young Lee In So Kweon VOS 85 30 0 17 Jun 2021
UVid-Net: Enhanced Semantic Segmentation of UAV Aerial Videos by Embedding Temporal Information S. Girisha Ujjwal Verma M. Pai R. Pai 71 42 0 29 Nov 2020
Real-time Semantic Segmentation with Fast Attention Ping Hu Federico Perazzi Fabian Caba Heilbron Oliver Wang Zhe Lin Kate Saenko Stan Sclaroff SSeg 84 121 0 07 Jul 2020
Motion Prediction in Visual Object Tracking Jianren Wang Yihui He 63 7 0 01 Jul 2020
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 112 256 0 10 Apr 2020
Real-Time Segmentation Networks should be Latency Aware Evann Courdier François Fleuret VOS SSeg 69 5 0 06 Apr 2020
Temporally Distributed Networks for Fast Video Semantic Segmentation Ping Hu Fabian Caba Heilbron Oliver Wang Zhe Lin Stan Sclaroff Federico Perazzi VOS 91 188 0 03 Apr 2020
Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow Mingyu Ding Zhe Wang Bolei Zhou Jianping Shi Zhiwu Lu Ping Luo 91 74 0 28 Nov 2019
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation Mausoom Sarkar Milan Aggarwal Arneh Jain Hiresh Gupta Balaji Krishnamurthy SSeg 55 3 0 27 Nov 2019
Sequential image processing methods for improving semantic video segmentation algorithms B. Sirmaçek N. Botteghi Santiago Sanchez Escalonilla Plaza 54 0 0 29 Oct 2019
Deep Multiphase Level Set for Scene Parsing Pingping Zhang Wei Liu Yinjie Lei Hongyu Wang Huchuan Lu 78 15 0 08 Oct 2019
Enhancing Traffic Scene Predictions with Generative Adversarial Networks Peter König Sandra Aigner Marco Körner 32 3 0 24 Sep 2019
Boosting Real-Time Driving Scene Parsing with Shared Semantics Zhenzhen Xiang Anbo Bao Jie Li Jianbo Su SSeg 69 7 0 16 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 418 3,662 0 20 Aug 2019
Cross Attention Network for Semantic Segmentation Mengyu Liu Hujun Yin 3DPC SSeg 62 18 0 25 Jul 2019
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning Y. Lu Ziyao Tang T. Javidi 34 0 0 24 May 2019
Segmenting the Future Hsu-kuang Chiu Ehsan Adeli Juan Carlos Niebles 100 47 0 24 Apr 2019
High-Resolution Representations for Labeling Pixels and Regions Ke Sun Yang Zhao Borui Jiang Tianheng Cheng Bin Xiao Dong Liu Yadong Mu Xinggang Wang Wenyu Liu Jingdong Wang SSeg 85 784 0 09 Apr 2019
Prediction-Tracking-Segmentation Jianren Wang Yihui He Xiaobo Wang Xinjia Yu Xia Chen VOS 84 13 0 05 Apr 2019
Spatiotemporal CNN for Video Object Segmentation Kai Xu Longyin Wen Guorong Li Liefeng Bo Qingming Huang VOS 79 86 0 04 Apr 2019
Future semantic segmentation of time-lapsed videos with large temporal displacement Talha Ahmad Siddiqui Samarth Bharadwaj 52 0 0 27 Dec 2018
Future Segmentation Using 3D Structure Suhani Vora R. Mahjourian S. Pirk A. Angelova 3DPC 62 8 0 28 Nov 2018
Scene Parsing via Dense Recurrent Neural Networks with Attentional Selection Heng Fan Peng Chu Longin Jan Latecki Haibin Ling 81 14 0 09 Nov 2018
Functionally Modular and Interpretable Temporal Filtering for Robust Segmentation Jörg Wagner Volker Fischer Michael Herman Sven Behnke 52 1 0 09 Oct 2018
Hierarchical Recurrent Filtering for Fully Convolutional DenseNets Jörg Wagner Volker Fischer Michael Herman Sven Behnke 30 1 0 05 Oct 2018
Recurrent Flow-Guided Semantic Forecasting Adam M. Terwilliger Garrick Brazil Xiaoming Liu 72 46 0 21 Sep 2018
Adaptive Temporal Encoding Network for Video Instance-level Human Parsing Qixian Zhou Xiaodan Liang Ke Gong Liang Lin VOS 3DH 93 56 0 02 Aug 2018
Future Semantic Segmentation with Convolutional LSTM Seyed shahabeddin Nabavi Mrigank Rochan Yang Yang Wang 75 66 0 20 Jul 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation Siddhartha Chandra Camille Couprie Iasonas Kokkinos 79 63 0 03 Jul 2018
Low-Latency Video Semantic Segmentation Yule Li Jianping Shi Dahua Lin VOS SSeg 99 162 0 02 Apr 2018
Predicting Scene Parsing and Motion Dynamics in the Future Xiaojie Jin Huaxin Xiao Xiaohui Shen Jimei Yang Zhe Lin Yunpeng Chen Zequn Jie Jiashi Feng Shuicheng Yan 61 77 0 09 Nov 2017
Bringing Background into the Foreground: Making All Classes Equal in Weakly-supervised Video Semantic Segmentation F. Saleh Mohammad Sadegh Ali Akbarian Mathieu Salzmann L. Petersson J. Álvarez VOS 87 39 0 15 Aug 2017