DVS4PD

Here we collect papers for DVS4PD(DVS/Event-based Camera for Pedestrian Detection) from past 10 years.

Data set contribution

• PEDRo: an Event-based Dataset for Person Detection in Robotics
  [CVPRW] (workshop) (CCF-A) 　IEEE
  PDF 　DataSet
  

• A Large Scale Event-based Detection Dataset for Automotive
  [CVPRW] (workshop) (CCF-A) 　IEEE
  PDF 　DataSet
  

• High Speed and High Dynamic Range Video with an Event Camera
  [PAMI] (JCR-1) 　IEEE
  PDF 　DataSet
  

• Neuromorphic Vision Datasets for Pedestrian Detection, Action Recognition, and Fall Detection
  [Neurorobot] (JCR-2) 　MDPI
  PDF 　DataSet
  

• NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles
  [cs.CV] 　 arXiv
  PDF
  

• DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios
  [CVPR] (workshop) (CCF-A) 　IEEE
  PDF
  

• Dhp19: Dynamic vision sensor 3d human pose dataset
  [CVPRW] (CCF-A)　IEEE
  PDF
  

• Spike-Event Object Detection for Neuromorphic Vision
  [IEEE Access] (JCR-2) 　IEEE
  PDF 　code
  

2023

• Pedestrian detection with high-resolution event camera
  [PP-RAI] 　 arXiv
  PDF
  

• Feature Analysis and Classification Method of Road Targets Based on Two-Dimensional Point Cloud Data by Event Camera
  [ICTIS] 　IEEE
  PDF
  

• A Multi-mode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method
  [IEEE Internet of Things Journal] (JCR-1) 　IEEE
  PDF
  

• Event-based YOLO Object Detection: Proof of Concept for Forward Perception System
  [cs.CV] 　 arXiv
  PDF
  

• Power-of- Two Quantized YOLO Network for Pedestrian Detection with Dynamic Vision Sensor
  [DSD - Euromicro] 　 IEEE
  PDF
  

2022

• Research on pedestrian detection based on neuromorphic vision sensor
  [SPIE] (JCR-2)　SPIE.DL
  PDF
  

• A Novel Visual Object Detection and Distance Estimation Method for HDR Scenes based on Event Camera
  [ICCC]　SPIE.DL
  PDF
  

2021

• Road Target Classification Method Based on GA-BP Neural Network for Event Camera
  [AUTEEE] 　IEEE
  PDF
  

• Event-based Object Detection with Lightweight Spatial Attention Mechanism
  [ICARM]　IEEE
  PDF
  

• Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception
  [ACPR]　Springer
  PDF 　code
  

• Event-Based Pedestrian Detection Using Dynamic Vision Sensors
  [Electronics] (JCR-3) 　MDPI
  PDF
  

2020

• NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor
  [IEEE Transactions on Information Forensics and Security] (JCR-1) 　IEEE
  PDF
  

• On-Device Event Filtering with Binary Neural Networks for Pedestrian Detection Using Neuromorphic Vision Sensors
  [IEEE ICIP] (CCF-C) 　IEEE
  PDF
  

• Near-Chip Dynamic Vision Filtering for Low-Bandwidth Pedestrian Detection
  [ISVLSI] 　IEEE
  PDF
  

2019

• Mixed Frame-/Event-Driven Fast Pedestrian Detection
  [ICRA] (CCF-B) 　IEEE
  PDF
  

• Ground Moving Vehicle Detection and Movement Tracking Based on the Neuromorphic Vision Sensor
  [IEEE Internet of Things Journal] (JCR-1) 　IEEE
  PDF 　code
  

• Application of Hierarchical Clustering for Object Tracking with a Dynamic Vision Sensor
  [ICCS] 　Springer
  PDF
  

• EV-SegNet: Semantic Segmentation for Event-Based Cameras
  [CVPR] (workshop) (CCF-A) 　IEEE
  PDF
  

• Multi-Cue Event Information Fusion for Pedestrian Detection With Neuromorphic Vision Sensorsn
  [Neurorobot] (JCR-2) 　MDPI
  PDF 　code
  

2018

• High-Speed Object Tracking with Dynamic Vision Sensor
  [CHREOC] 　Springer
  PDF
  

• Continuous-Time Intensity Estimation Using Event Cameras
  [ACCV] (CCF-C) 　Springer
  PDF
  

• Pedestrian Detection and Tracking Using a Dynamic Vision Sensor
  [Computación y Sistemas] 　SCIELO
  PDF
  

2015

• Localization of Pedestrian with Respect to Car Speed
  [ICIC] (CCF-C) 　Springer
  PDF