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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 / 71 papers shown

Title
EventBench: Towards Comprehensive Benchmarking of Event-based MLLMs Shaoyu Liu Jianing Li Guanghui Zhao Y. Zhang Xiangyang Ji 73 0 0 23 Nov 2025
I2E: Real-Time Image-to-Event Conversion for High-Performance Spiking Neural NetworksIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 Ruichen Ma L. Meng G. Qiao N. Ning Yang Liu Shaogang Hu 92 0 0 11 Nov 2025
MoCom: Motion-based Inter-MAV Visual Communication Using Event Vision and Spiking Neural Networks Zhang Nengbo H. W. Ho Ye Zhou 121 2 0 16 Oct 2025
ControlEvents: Controllable Synthesis of Event Camera Datawith Foundational Prior from Image Diffusion Models Yixuan Hu Yuxuan Xue Simon Klenk Daniel Cremers Gerard Pons-Moll DiffM 120 1 0 26 Sep 2025
OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation Bo Yin Jiao-Long Cao Xuying Zhang Yuming Chen Ming-Ming Cheng Qibin Hou MLLM VLM 118 1 0 18 Sep 2025
Visual Grounding from Event Cameras Lingdong Kong Dongyue Lu Ao Liang Rong Li Yuhao Dong Tianshuai Hu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau VGen 129 1 0 11 Sep 2025
Raw2Event: Converting Raw Frame Camera into Event Camera Zijie Ning Enmin Lin Sudarshan R. Iyengar Patrick Vandewalle 80 1 0 08 Sep 2025
Beyond conventional vision: RGB-event fusion for robust object detection in dynamic traffic scenariosCommunications in Transportation Research (CTR), 2025 Zhanwen Liu Yujing Sun Yang Wang Nan Yang Shengbo Eben Li Xiangmo Zhao 148 2 0 14 Aug 2025
LET-US: Long Event-Text Understanding of Scenes Rui Chen Xingyu Chen Shaoan Wang Shihan Kong Junzhi Yu 108 2 0 10 Aug 2025
Revealing Latent Information: A Physics-inspired Self-supervised Pre-training Framework for Noisy and Sparse Events Lin Zhu Ruonan Liu Xiao Wang Lizhi Wang Hua Huang 120 0 0 07 Aug 2025
evTransFER: A Transfer Learning Framework for Event-based Facial Expression Recognition Rodrigo Verschae Ignacio Bugueno-Cordova ViT 116 0 0 05 Aug 2025
OmniEvent: Unified Event Representation Learning Weiqi Yan Chenlu Lin Youbiao Wang Yong Deng Xiuhong Lin Yangyang Shi Weiquan Liu Yu Zang AI4TS 109 0 0 03 Aug 2025
Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras Lingdong Kong Dongyue Lu Ao Liang Rong Li Yuhao Dong Tianshuai Hu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau VGen 305 4 0 23 Jul 2025
Event-Priori-Based Vision-Language Model for Efficient Visual Understanding Haotong Qin Cheng Hu Michele Magno VLM 199 2 0 09 Jun 2025
Learning from Noise: Enhancing DNNs for Event-Based Vision through Controlled Noise Injection M. Kowalczyk K. Jeziorek T. Kryjak 223 0 0 04 Jun 2025
Uncertainty-Weighted Image-Event Multimodal Fusion for Video Anomaly Detection SungHeon Jeong Jihong Park Mohsen Imani 399 0 0 05 May 2025
CM3AE: A Unified RGB Frame and Event-Voxel/-Frame Pre-training Framework Wentao Wu Xinyu Wang Chenglong Li Bo Jiang Jin Tang Bin Luo Qi Liu 264 2 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 258 6 0 16 Apr 2025
Human Activity Recognition using RGB-Event based Sensors: A Multi-modal Heat Conduction Model and A Benchmark Dataset Shiao Wang Xinyu Wang Bo Jiang Lin Zhu G. Li Longji Xu Yonghong Tian Jin Tang 696 0 0 08 Apr 2025
EventFly: Event Camera Perception from Ground to the SkyComputer Vision and Pattern Recognition (CVPR), 2025 Lingdong Kong Dongyue Lu Xiang Xu Lai Xing Ng Wei Tsang Ooi Benoit R. Cottereau 330 8 0 25 Mar 2025
Event-Based Crossing Dataset (EBCD) Joey Mulé Dhandeep Challagundla Rachit Saini Riadul Islam 183 0 0 21 Mar 2025
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural NetworksAAAI Conference on Artificial Intelligence (AAAI), 2025 Yuanbin Qian Shuhan Ye Chong Wang Xiaojie Cai Jiangbo Qian Yan Han 217 9 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 252 2 0 10 Mar 2025
LLaFEA: Frame-Event Complementary Fusion for Fine-Grained Spatiotemporal Understanding in LMMs Hanyu Zhou Gim Hee Lee 231 2 0 10 Mar 2025
LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised FrameworkThe Web Conference (WWW), 2025 Zongyou Yu Qiang Qu Qian Zhang Nan Zhang Xiaoming Chen 316 5 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 445 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 246 2 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 255 5 0 19 Nov 2024
SpikMamba: When SNN meets Mamba in Event-based Human Action RecognitionACM Multimedia Asia (MMAsia), 2024 Jiaqi Chen Yan Yang Shizhuo Deng Da Teng Liyuan Pan Mamba 214 4 0 22 Oct 2024
Enhancing SNN-based Spatio-Temporal Learning: A Benchmark Dataset and Cross-Modality Attention ModelNeural Networks (NN), 2024 Shibo Zhou Bo Yang Mengwen Yuan Runhao Jiang Rui Yan Gang Pan Huajin Tang 184 11 0 21 Oct 2024
Spiking Neural Network as Adaptive Event Stream SlicerNeural Information Processing Systems (NeurIPS), 2024 Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 287 4 0 03 Oct 2024
PASS: Path-selective State Space Model for Event-based Recognition Jiazhou Zhou Kanghao Chen Lei Zhang Lin Wang 331 0 0 25 Sep 2024
Can Large Language Models Grasp Event Signals? Exploring Pure Zero-Shot Event-based RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Zongyou Yu Qiang Qu Xiaoming Chen Chen Wang MLLM 178 2 0 15 Sep 2024
Recent Event Camera Innovations: A Survey Bharatesh Chakravarthi Aayush Atul Verma Kostas Daniilidis Cornelia Fermuller Yezhou Yang 266 70 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 716 6 0 19 Aug 2024
EZSR: Event-based Zero-Shot Recognition Yan Yang Sehwan Kim Dongxu Li Y. Sun 219 2 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 191 8 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 177 3 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 280 12 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 256 20 0 25 May 2024
Bilateral Event Mining and Complementary for Event Stream Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2024 Zhilin Huang Quanmin Liang Yijie Yu C. Qin Xiawu Zheng Kai Huang Zikun Zhou Wenming Yang SupR 200 7 0 16 May 2024
OpenESS: Event-based Semantic Scene Understanding with Open VocabulariesComputer Vision and Pattern Recognition (CVPR), 2024 Lingdong Kong You-Chen Liu Lai Xing Ng Benoit R. Cottereau Wei Tsang Ooi VLM 230 33 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 305 16 0 21 Apr 2024
Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras Ruiming Cao Dekel Galor Amit Kohli Jacob L. Yates Laura Waller 293 12 0 01 Apr 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 228 40 0 19 Mar 2024
EventRPG: Event Data Augmentation with Relevance Propagation GuidanceInternational Conference on Learning Representations (ICLR), 2024 Mingyuan Sun Donghao Zhang Zongyuan Ge Jiaxu Wang Jia Li Zheng Fang Renjing Xu 127 9 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 155 6 0 01 Mar 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 240 2 0 06 Jan 2024
Event Camera Data Dense Pre-training Yan Yang Liyuan Pan Liu Liu 130 13 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 207 24 0 01 Nov 2023