ESS: Learning Event-based Semantic Segmentation from Still Images

18 March 2022

Papers citing "ESS: Learning Event-based Semantic Segmentation from Still Images"

48 / 48 papers shown

Title
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event Representation Zhen Yao Xiaowen Ying Mooi Choo Choo Chuah 30 0 0 02 May 2025
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event D. Hareb J. Martinet B. Miramond 60 0 0 26 Feb 2025
Event-aided Semantic Scene Completion Shangwei Guo Hao-miao Shi Song Wang X. Yin Kailun Yang Kaiwei Wang 64 0 0 04 Feb 2025
Learning Collective Dynamics of Multi-Agent Systems using Event-based Vision Minah Lee Uday Kamal Saibal Mukhopadhyay 25 0 0 11 Nov 2024
Event-guided Low-light Video Semantic Segmentation Zhen Yao Mooi Choo Choo Chuah 50 6 0 01 Nov 2024
HUE Dataset: High-Resolution Event and Frame Sequences for Low-Light Vision Burak Ercan O. Eker Aykut Erdem Erkut Erdem 3DV 21 1 0 24 Oct 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 34 21 0 24 Aug 2024
OVOSE: Open-Vocabulary Semantic Segmentation in Event-Based Cameras Muhammad Rameez Ur Rahman Jhony H. Giraldo Indro Spinelli Stéphane Lathuilière Fabio Galasso VLM 26 0 0 18 Aug 2024
EV-MGDispNet: Motion-Guided Event-Based Stereo Disparity Estimation Network with Left-Right Consistency Junjie Jiang Hao Zhuang Xinjie Huang Delei Kong Zheng Fang 35 2 0 10 Aug 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 21 1 0 15 Jul 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 35 3 0 15 Jul 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 47 3 0 09 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 34 0 0 09 Jul 2024
EvSegSNN: Neuromorphic Semantic Segmentation for Event Data Dalia Hareb Jean Martinet 50 4 0 20 Jun 2024
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 29 12 0 08 May 2024
Event-based Video Frame Interpolation with Edge Guided Motion Refinement Yuhan Liu Yongjian Deng Hao Chen Bochen Xie Youfu Li Zhen Yang 26 1 0 28 Apr 2024
Event-assisted Low-Light Video Object Segmentation Hebei Li Jin Wang Jiahui Yuan Yue Li Wenming Weng Yansong Peng Yueyi Zhang Zhiwei Xiong Xiaoyan Sun VOS 32 8 0 02 Apr 2024
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation Linglin Jing Yiming Ding Yunpeng Gao Zhigang Wang Xu Yan Dong Wang Gerald Schaefer Hui Fang Bin Zhao Xuelong Li 32 3 0 25 Mar 2024
Out of the Room: Generalizing Event-Based Dynamic Motion Segmentation for Complex Scenes Stamatios Georgoulis Weining Ren Alfredo Bochicchio Daniel Eckert Yuanyou Li Abel Gawel 37 6 0 07 Mar 2024
Data-efficient Event Camera Pre-training via Disentangled Masked Modeling Zhenpeng Huang Chao Li Hao Chen Yongjian Deng Yifeng Geng Limin Wang 37 2 0 01 Mar 2024
Dataset and Benchmark: Novel Sensors for Autonomous Vehicle Perception Spencer Carmichael Austin Buchan M. Ramanagopal Radhika Ravi Ram Vasudevan Katherine A. Skinner 28 9 0 24 Jan 2024
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty Tim Brödermann David Brüggemann Christos Sakaridis Kevin Ta Odysseas Liagouris Jason Corkill Luc Van Gool 13 9 0 23 Jan 2024
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion Jianping Jiang Xinyu Zhou Peiqi Duan Boxin Shi 27 0 0 28 Dec 2023
Segment Any Events via Weighted Adaptation of Pivotal Tokens Zhiwen Chen Zhiyu Zhu Yifan Zhang Junhui Hou Guangming Shi Jinjian Wu 31 6 0 24 Dec 2023
3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera Christen Millerdurai D. Luvizon Viktor Rudnev André Jonas Jiayi Wang Christian Theobalt Vladislav Golyanik 30 10 0 21 Dec 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 25 12 0 29 Nov 2023
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 25 4 0 20 Nov 2023
Object-centric Cross-modal Feature Distillation for Event-based Object Detection Lei Li Alexander Liniger Mario Millhaeusler Vagia Tsiminaki Yuanyou Li Dengxin Dai 31 4 0 09 Nov 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 22 29 0 29 Jul 2023
EventCLIP: Adapting CLIP for Event-based Object Recognition Ziyi Wu Xudong Liu Igor Gilitschenski VLM 24 14 0 10 Jun 2023
Hierarchical Neural Memory Network for Low Latency Event Processing Ryuhei Hamaguchi Yasutaka Furukawa Masaki Onishi Ken Sakurada 33 26 0 29 May 2023
FEDORA: Flying Event Dataset fOr Reactive behAvior Amogh Joshi Adarsh Kosta Wachirawit Ponghiran M. Nagaraj Kaushik Roy 19 1 0 22 May 2023
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network Sanket Kachole Yusra Alkendi F. B. Naeini Dimitrios Makris Yahya Zweiri 18 2 0 05 May 2023
Event-Free Moving Object Segmentation from Moving Ego Vehicle Zhuyun Zhou Zongwei Wu Danda Pani Paudel Rémi Boutteau Fan Yang Luc Van Gool Radu Timofte D. Ginhac 21 7 0 28 Apr 2023
Accurate and Efficient Event-based Semantic Segmentation Using Adaptive Spiking Encoder-Decoder Network Rui Zhang Luziwei Leng Kaiwei Che Hu Zhang Jieling Cheng Qinghai Guo Jiangxing Liao Ran Cheng 29 11 0 24 Apr 2023
Event-based Simultaneous Localization and Mapping: A Comprehensive Survey Kunping Huang Sen Zhang Jing Zhang Dacheng Tao 21 27 0 19 Apr 2023
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain Xiang-Yu He Dongcheng Zhao Yang Li Guobin Shen Qingqun Kong Yi Zeng 42 6 0 23 Mar 2023
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal Transformer Shihao Zou Yuxuan Mu X. Zuo Zi-An Wang Chao Li Sen Wang Weixin Si Li Cheng 3DH 31 15 0 16 Mar 2023
EvConv: Fast CNN Inference on Event Camera Inputs For High-Speed Robot Perception Sankeerth Durvasula Yushi Guan Nandita Vijaykumar 13 0 0 08 Mar 2023
Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks Xueye Zheng Yexin Liu Yunfan Lu Tongyan Hua Tianbo Pan Weiming Zhang Dacheng Tao Lin Wang AI4TS BDL 3DV 39 80 0 17 Feb 2023
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered Environment Xiaoqian Huang Sanket Kachole Abdulla Ayyad F. B. Naeini Dimitrios Makris Yahya Zweiri 3DV 3DPC 20 9 0 13 Feb 2023
A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition Yongjian Deng Hao Chen Bochen Xie Hai Liu Youfu Li 30 4 0 08 Feb 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 13 31 0 05 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 21 22 0 20 Dec 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities Shristi Das Biswas Adarsh Kosta C. Liyanagedera M. Apolinario Kaushik Roy 19 18 0 19 Nov 2022
RGB-Event Fusion for Moving Object Detection in Autonomous Driving Zhuyun Zhou Zongwei Wu Rémi Boutteau Fan Yang C. Demonceaux D. Ginhac 51 38 0 17 Sep 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Jiaming Zhang Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 21 295 0 09 Mar 2022
Learning Monocular Dense Depth from Events Javier Hidalgo-Carrió Daniel Gehrig Davide Scaramuzza MDE 38 113 0 16 Oct 2020