N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras

2 December 2021

Papers citing "N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras"

50 / 56 papers shown

Title
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 63 0 0 05 May 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xihuai Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 39 0 0 17 Apr 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 42 0 0 16 Apr 2025
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset Shiao Wang Xihuai Wang Bo Jiang Lin Zhu G. Li Yali Wang Yonghong Tian Jin Tang 193 0 0 08 Apr 2025
EventFly: Event Camera Perception from Ground to the Sky Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 50 0 0 25 Mar 2025
Event-Based Crossing Dataset (EBCD) Joey Mulé Dhandeep Challagundla Rachit Saini Riadul Islam 44 0 0 21 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 63 0 0 17 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 56 0 0 10 Mar 2025
LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs Hanyu Zhou Gim Hee Lee 47 0 0 10 Mar 2025
LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework Zongyou Yu Qiang Qu Qian Zhang Nan Zhang Xiaoming Chen 101 3 0 21 Feb 2025
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 106 2 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 74 0 0 22 Nov 2024
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator Xiao Jiang Fei Zhou Jiongzhi Lin 81 1 0 19 Nov 2024
SpikMamba: When SNN meets Mamba in Event-based Human Action Recognition Jiaqi Chen Yan Yang Shizhuo Deng Da Teng Liyuan Pan Mamba 39 1 0 22 Oct 2024
Enhancing SNN-based Spatio-Temporal Learning: A Benchmark Dataset and Cross-Modality Attention Model Shibo Zhou Bo Yang Mengwen Yuan Runhao Jiang Rui Yan Gang Pan Huajin Tang 37 4 0 21 Oct 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 53 1 0 03 Oct 2024
Path-adaptive Spatio-Temporal State Space Model for Event-based Recognition with Arbitrary Duration Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 39 0 0 25 Sep 2024
Can Large Language Models Grasp Event Signals? Exploring Pure Zero-Shot Event-based Recognition Zongyou Yu Qiang Qu Xiaoming Chen Chen Wang MLLM 31 1 0 15 Sep 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 45 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 178 2 0 19 Aug 2024
EZSR: Event-based Zero-Shot Recognition Yan Yang Sehwan Kim Dongxu Li Y. Sun 41 0 0 31 Jul 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 45 3 0 15 Jul 2024
CEIA: CLIP-Based Event-Image Alignment for Open-World Event-Based Understanding Wenhao Xu Wenming Weng Yueyi Zhang Zhiwei Xiong VLM 49 0 0 09 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 51 5 0 06 Jul 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 59 14 0 25 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 45 3 0 16 May 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 47 14 0 08 May 2024
Motion-aware Latent Diffusion Models for Video Frame Interpolation Zhilin Huang Yijie Yu Ling Yang C. Qin Bing Zheng Xiawu Zheng Zikun Zhou Yaowei Wang Wenming Yang VGen DiffM 40 7 0 21 Apr 2024
Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras Ruiming Cao Dekel Galor Amit Kohli Jacob L. Yates Laura Waller 52 4 0 01 Apr 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 42 18 0 19 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 37 7 0 14 Mar 2024
Data-efficient Event Camera Pre-training via Disentangled Masked Modeling Zhenpeng Huang Chao Li Hao Chen Yongjian Deng Yifeng Geng Limin Wang 55 2 0 01 Mar 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 34 1 0 06 Jan 2024
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 40 4 0 20 Nov 2023
Enhancing Traffic Object Detection in Variable Illumination with RGB-Event Fusion Zhanwen Liu Nan Yang Yang Wang Yuke Li Xiangmo Zhao Fei-Yue Wang 52 5 0 01 Nov 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 20 9 0 27 Sep 2023
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation Bo Yin Xuying Zhang Zhongyu Li Li Liu Ming-Ming Cheng Qibin Hou 29 43 0 18 Sep 2023
EventTransAct: A video transformer-based framework for Event-camera based action recognition Tristan de Blegiers I. Dave Adeel Yousaf M. Shah ViT 46 9 0 25 Aug 2023
Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Hoonhee Cho Hyeonseong Kim Yujeong Chae Kuk-Jin Yoon VLM 31 24 0 18 Aug 2023
EventBind: Learning a Unified Representation to Bind Them All for Event-based Open-world Understanding Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 29 16 0 06 Aug 2023
Spatio-Temporal Calibration for Omni-Directional Vehicle-Mounted Event Cameras Xiao Li Yi Zhou Ruibin Guo Xin-Zhong Peng Zongtan Zhou Huimin Lu 16 2 0 13 Jul 2023
EventCLIP: Adapting CLIP for Event-based Object Recognition Ziyi Wu Xudong Liu Igor Gilitschenski VLM 37 15 0 10 Jun 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection Nikola Zubić Daniel Gehrig Mathias Gehrig Davide Scaramuzza AI4TS 35 36 0 26 Apr 2023
Neuromorphic Event-based Facial Expression Recognition Lorenzo Berlincioni Luca Cultrera C. Albisani Lisa Cresti Andrea Leonardo Sara Picchioni Federico Becattini A. Bimbo CVBM 48 18 0 13 Apr 2023
RN-Net: Reservoir Nodes-Enabled Neuromorphic Vision Sensing Network Sangmin Yoo Eric Lee Ziyu Wang Xinxin Wang Wei D. Lu 40 6 0 19 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 52 84 0 17 Feb 2023
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff Dengyu Wu Gao Jin Han Yu Xinping Yi Xiaowei Huang 29 2 0 23 Jan 2023
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment Zhongyang Zhang Kaidong Chai Haowen Yu Ramzi M Majaj Francesca Walsh Edward Wang U. Mahbub H. Siegelmann Donghyun Kim Tauhidur Rahman 3DH 32 19 0 17 Jan 2023
Event Camera Data Pre-training Yan Yang Liyuan Pan Liu Liu 28 32 0 05 Jan 2023
Masked Event Modeling: Self-Supervised Pretraining for Event Cameras Simone Klenk David Bonello Lukas Koestler Nikita Araslanov Daniel Cremers 34 23 0 20 Dec 2022