Cover Image

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ren, Hongwei, Zhou, Yue, Zhu, Jiadong, Fu, Haotian, Huang, Yulong, Lin, Xiaopeng, Fang, Yuetong, Ma, Fei, Yu, Hao, Cheng, Bojun
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Simple and Effective Point-based Network for Event Camera 6-DOFs Pose Relocalization
by: Ren, Hongwei, et al.
Published: (2024)

SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
by: Ren, Hongwei, et al.
Published: (2023)

Frequency-aware Event Cloud Network
by: Ren, Hongwei, et al.
Published: (2024)

ClearSight: Human Vision-Inspired Solutions for Event-Based Motion Deblurring
by: Lin, Xiaopeng, et al.
Published: (2025)

Event-based Motion Deblurring via Multi-Temporal Granularity Fusion
by: Lin, Xiaopeng, et al.
Published: (2024)

FAPNet: An Effective Frequency Adaptive Point-based Eye Tracker
by: Lin, Xiaopeng, et al.
Published: (2024)

Exploring Temporal Dynamics in Event-based Eye Tracker
by: Ren, Hongwei, et al.
Published: (2025)

EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction
by: Ge, Chengjie, et al.
Published: (2025)

CLIF: Complementary Leaky Integrate-and-Fire Neuron for Spiking Neural Networks
by: Huang, Yulong, et al.
Published: (2024)

PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks
by: Huang, Yulong, et al.
Published: (2024)

SpikingMamba: Towards Energy-Efficient Large Language Models via Knowledge Distillation from Mamba
by: Huang, Yulong, et al.
Published: (2025)

Generating Adversarial Events: A Motion-Aware Point Cloud Framework
by: Ren, Hongwei, et al.
Published: (2026)

Event Masked Autoencoder: Point-wise Action Recognition with Event-Based Cameras
by: Sun, Jingkai, et al.
Published: (2025)

Efficient Event Camera Volume System
by: Soto, Juan Camilo, et al.
Published: (2026)

SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop
by: Hamann, Friedhelm, et al.
Published: (2025)

CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras
by: Shah, Sachin, et al.
Published: (2024)

Raw2Event: Converting Raw Frame Camera into Event Camera
by: Ning, Zijie, et al.
Published: (2025)

Temporal-Mapping Photography for Event Cameras
by: Bao, Yuhan, et al.
Published: (2024)

Motion-aware Event Suppression for Event Cameras
by: Pellerito, Roberto, et al.
Published: (2026)

Can We Hear from Events? Generating Speech from Event Camera
by: Fang, Jingping, et al.
Published: (2026)

MambaSeg: Harnessing Mamba for Accurate and Efficient Image-Event Semantic Segmentation
by: Gu, Fuqiang, et al.
Published: (2025)

Autobiasing Event Cameras
by: Dilmaghani, Mehdi Sefidgar, et al.
Published: (2024)

Generalized Event Cameras
by: Sundar, Varun, et al.
Published: (2024)

Spatio-temporal Transformers for Action Unit Classification with Event Cameras
by: Cultrera, Luca, et al.
Published: (2024)

Microsaccade-inspired Event Camera for Robotics
by: He, Botao, et al.
Published: (2024)

LEOD: Label-Efficient Object Detection for Event Cameras
by: Wu, Ziyi, et al.
Published: (2023)

Optical Spiking Neurons Enable High-Speed and Energy-Efficient Optical Neural Networks
by: Xu, Bo, et al.
Published: (2024)

EventSleep: Sleep Activity Recognition with Event Cameras
by: Plou, Carlos, et al.
Published: (2024)

Sparsity-Aware Event-Driven Impulse Radio Transceivers for Reliable Neuromorphic Inference
by: Guan, Zhengzhong, et al.
Published: (2026)

An N-Point Linear Solver for Line and Motion Estimation with Event Cameras
by: Gao, Ling, et al.
Published: (2024)

Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras
by: Cho, Hoonhee, et al.
Published: (2024)

The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data
by: Gu, Cheng, et al.
Published: (2021)

Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network
by: Wang, Ziqing, et al.
Published: (2024)

Drone Detection with Event Cameras
by: Magrini, Gabriele, et al.
Published: (2025)

Inter-event Interval Microscopy for Event Cameras
by: Su, Changqing, et al.
Published: (2025)

EventFly: Event Camera Perception from Ground to the Sky
by: Kong, Lingdong, et al.
Published: (2025)

Privacy-Preserving Visual Localization with Event Cameras
by: Kim, Junho, et al.
Published: (2022)

Spiking Patches: Asynchronous, Sparse, and Efficient Tokens for Event Cameras
by: Øhrstrøm, Christoffer Koo, et al.
Published: (2025)

Learning Efficient Meshflow and Optical Flow from Event Cameras
by: Luo, Xinglong, et al.
Published: (2025)

A 5-Point Minimal Solver for Event Camera Relative Motion Estimation
by: Gao, Ling, et al.
Published: (2023)