HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification

21 March 2018

Papers citing "HATS: Histograms of Averaged Time Surfaces for Robust Event-based Object Classification"

50 / 210 papers shown

Title
Self-Supervised Event Representations: Towards Accurate, Real-Time Perception on SoC FPGAs K. Jeziorek T. Kryjak AI4TS 47 0 0 12 May 2025
Input-Specific and Universal Adversarial Attack Generation for Spiking Neural Networks in the Spiking Domain Spyridon Raptis Haralampos-G. Stratigopoulos AAML 28 0 0 07 May 2025
Event Quality Score (EQS): Assessing the Realism of Simulated Event Camera Streams via Distances in Latent Space Kaustav Chanda Aayush Atul Verma Arpitsinh Vaghela Yezhou Yang Bharatesh Chakravarthi 37 0 0 16 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 44 1 0 14 Apr 2025
Hardware, Algorithms, and Applications of the Neuromorphic Vision Sensor: a Review Claudio Cimarelli Jose A. Millan-Romera Holger Voos J. López 30 0 0 11 Apr 2025
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset Shiao Wang Xueliang Wang Bo Jiang Lin Zhu G. Li Yansen Wang Yonghong Tian Jin Tang 166 0 0 08 Apr 2025
EMF: Event Meta Formers for Event-based Real-time Traffic Object Detection Muhammad Ahmed Ullah Khan Abdul Hannan Khan Andreas Dengel 38 0 0 05 Apr 2025
Spatiotemporal Attention Learning Framework for Event-Driven Object Recognition Tiantian Xie Pengpai Wang Rosa H. M. Chan 60 0 0 01 Apr 2025
Towards Mobile Sensing with Event Cameras on High-agility Resource-constrained Devices: A Survey Haoyang Wang Ruishan Guo Pengtao Ma Ciyu Ruan Xinyu Luo Wenhua Ding Tianyang Zhong Jingao Xu Yunhao Liu Xinlei Chen 52 0 0 29 Mar 2025
PS-EIP: Robust Photometric Stereo Based on Event Interval Profile Kazuma Kitazawa Takahito Aoto Satoshi Ikehata Tsuyoshi Takatani 49 0 0 24 Mar 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks Yuanbin Qian Shuhan Ye Chong Wang Xiaojie Cai Jiangbo Qian Xiaogang Xu 58 0 0 17 Mar 2025
A PyTorch-Enabled Tool for Synthetic Event Camera Data Generation and Algorithm Development Joseph L. Greene Adrish Kar Ignacio Galindo Elijah Quiles Elliott Chen Matthew Anderson 63 0 0 12 Mar 2025
Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables Prarthana Bhattacharyya Joshua Mitton Ryan Page Owen Morgan Oliver Powell ... Kemi Jacobs Paolo Baesso Taru Muhonen R. Vigars Louis Berridge 48 0 0 10 Mar 2025
TOFFE -- Temporally-binned Object Flow from Events for High-speed and Energy-Efficient Object Detection and Tracking Adarsh Kosta Amogh Joshi Arjun Roy Rohan Kumar Manna M. Nagaraj Kaushik Roy 48 2 0 21 Jan 2025
Event-based Motion Deblurring via Multi-Temporal Granularity Fusion Xiaopeng Lin Hongwei Ren Yulong Huang Zunchang Liu Yue Zhou Haotian Fu Biao Pan Bojun Cheng 80 1 0 16 Dec 2024
EvRepSL: Event-Stream Representation via Self-Supervised Learning for Event-Based Vision Qiang Qu Xiaoming Chen Yuk Ying Chung Yiran Shen AI4TS 77 5 0 10 Dec 2024
GERD: Geometric event response data generation Jens Egholm Pedersen Dimitris Korakovounis Jorg Conradt VGen 79 1 0 04 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
Event USKT : U-State Space Model in Knowledge Transfer for Event Cameras Yuhui Lin Jiahao Zhang Siyuan Li Jimin Xiao Ding Xu Wenjun Wu Jiaxuan Lu 69 0 0 22 Nov 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 50 1 0 03 Oct 2024
ShapeAug++: More Realistic Shape Augmentation for Event Data Katharina Bendig René Schuster Didier Stricker 3DPC 27 0 0 17 Sep 2024
Pushing the boundaries of event subsampling in event-based video classification using CNNs Hesam Araghi Jan van Gemert Nergis Tomen 46 0 0 13 Sep 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 38 22 0 24 Aug 2024
Event Stream based Human Action Recognition: A High-Definition Benchmark Dataset and Algorithms Xiao Wang Shiao Wang Pengpeng Shao Bo Jiang Lin Zhu Yonghong Tian 157 2 0 19 Aug 2024
CoSEC: A Coaxial Stereo Event Camera Dataset for Autonomous Driving Shihan Peng Hanyu Zhou Hao Dong Zhiwei Shi Haoyue Liu Yuxing Duan Yi Chang Luxin Yan 40 3 0 16 Aug 2024
EZSR: Event-based Zero-Shot Recognition Yan Yang Sehwan Kim Dongxu Li Y. Sun 31 0 0 31 Jul 2024
MEVDT: Multi-Modal Event-Based Vehicle Detection and Tracking Dataset Zaid A. El-Shair S. Rawashdeh 29 0 0 29 Jul 2024
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation Zekai Xu Kang You Qinghai Guo Xiang Wang Zhezhi He 36 3 0 12 Jul 2024
Event Trojan: Asynchronous Event-based Backdoor Attacks Ruofei Wang Qing Guo Haoliang Li Renjie Wan 69 3 0 09 Jul 2024
FastSpiker: Enabling Fast Training for Spiking Neural Networks on Event-based Data through Learning Rate Enhancements for Autonomous Embedded Systems Iqra Bano Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique 46 1 0 07 Jul 2024
DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition Qi Wang Zhou Xu Yuming Lin Jingtao Ye Hongsheng Li Guangming Zhu Syed Afaq Ali Shah Mohammed Bennamoun Liang Zhang AI4TS 46 5 0 06 Jul 2024
Research, Applications and Prospects of Event-Based Pedestrian Detection: A Survey Han Wang Yuman Nie Yun Li Hongjie Liu Min Liu Wen Cheng Yaoxiong Wang 35 0 0 05 Jul 2024
Efficient Event Stream Super-Resolution with Recursive Multi-Branch Fusion Quanmin Liang Zhilin Huang Xiawu Zheng Feidiao Yang Jun Peng Kai Huang Yonghong Tian 46 1 0 28 Jun 2024
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition Lan Chen Dong Li Xiao Wang Pengpeng Shao Wei Zhang Yaowei Wang Yonghong Tian Jin Tang 80 2 0 27 Jun 2024
CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras Sachin Shah Matthew Albert Chan Haoming Cai Jingxi Chen Sakshum Kulshrestha Chahat Deep Singh Yiannis Aloimonos Christopher A. Metzler 31 6 0 13 Jun 2024
Embedded Graph Convolutional Networks for Real-Time Event Data Processing on SoC FPGAs K. Jeziorek Piotr Wzorek Krzysztof Blachut Andrea Pinna T. Kryjak GNN 40 4 0 11 Jun 2024
Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning Yimeng Shan Malu Zhang Rui-jie Zhu Xuerui Qiu Jason Eshraghian Haicheng Qu 45 6 0 22 May 2024
HR-INR: Continuous Space-Time Video Super-Resolution via Event Camera Yunfan Lu Zipeng Wang Yusheng Wang Hui Xiong 34 5 0 22 May 2024
Bilateral Event Mining and Complementary for Event Stream Super-Resolution Zhilin Huang Quanmin Liang Yijie Yu C. Qin Xiawu Zheng Kai Huang Zikun Zhou Wenming Yang SupR 40 3 0 16 May 2024
Learning Monocular Depth from Focus with Event Focal Stack Chenxu Jiang Mingyuan Lin Chi Zhang Zhenghai Wang Lei Yu MDE 39 3 0 11 May 2024
Covariant spatio-temporal receptive fields for spiking neural networks Jens Egholm Pedersen Jorg Conradt Tony Lindeberg 32 3 0 01 May 2024
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision Yufeng Yang Adrian Kneip Charlotte Frenkel GNN 36 4 0 30 Apr 2024
Sup3r: A Semi-Supervised Algorithm for increasing Sparsity, Stability, and Separability in Hierarchy Of Time-Surfaces architectures Marco Rasetto Himanshu Akolkar R. Benosman 3DH 36 0 0 15 Apr 2024
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique 31 6 0 14 Apr 2024
A Lightweight Spatiotemporal Network for Online Eye Tracking with Event Camera Yan Ru Pei Sasskia Brüers Sébastien Crouzet Douglas McLelland Olivier Coenen 31 8 0 13 Apr 2024
SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception Manideep Reddy Aliminati Bharatesh Chakravarthi Aayush Atul Verma Arpitsinh Vaghela Hua Wei Xuesong Zhou Yezhou Yang 27 7 0 12 Apr 2024
Event-Enhanced Snapshot Compressive Videography at 10K FPS Bo Zhang J. Suo Qionghai Dai VGen 29 0 0 11 Apr 2024
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data Iqra Bano Rachmad Vidya Wicaksana Putra Alberto Marchisio Muhammad Shafique 42 3 0 04 Apr 2024
Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack Rachmad Vidya Wicaksana Putra Alberto Marchisio F. Zayer Jorge Dias Muhammad Shafique 39 10 0 04 Apr 2024
Scene Adaptive Sparse Transformer for Event-based Object Detection Yansong Peng Hebei Li Yueyi Zhang Xiaoyan Sun Feng Wu ViT 58 13 0 02 Apr 2024