# DVS4PD

**Repository Path**: WLLwssy/DVS4PD

## Basic Information

- **Project Name**: DVS4PD
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2024-05-22
- **Last Updated**: 2024-05-22

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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**  <br>
[CVPRW] (workshop) (CCF-A)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/10208992)   　[DataSet](https://github.com/SSIGPRO/PEDRo-Event-Based-Dataset) <br>

- **A Large Scale Event-based Detection Dataset for Automotive**  <br>
[CVPRW] (workshop) (CCF-A)  　IEEE  <br> 
[PDF](https://arxiv.org/abs/2001.08499)   　[DataSet](https://www.prophesee.ai/2020/01/24/prophesee-gen1-automotive-detection-dataset/) <br>

- **High Speed and High Dynamic Range Video with an Event Camera**  <br>
  [PAMI] (JCR-1)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/8946715)   　[DataSet](http://rpg.ifi.uzh.ch/e2vid) <br>

- **Neuromorphic Vision Datasets for Pedestrian Detection, Action Recognition, and Fall Detection**  <br>
  [Neurorobot] (JCR-2)  　MDPI  <br> 
[PDF](https://pubmed.ncbi.nlm.nih.gov/31275128/)   　[DataSet](https://github.com/MSZTY/PAFBenchmark) <br>

- **NU-AIR -- A Neuromorphic Urban Aerial Dataset for Detection and Localization of Pedestrians and Vehicles**  <br>
  [cs.CV] 　	arXiv  <br> 
[PDF](https://arxiv.org/abs/2302.09429) <br>

- **DVS-OUTLAB: A Neuromorphic Event-Based Long Time Monitoring Dataset for Real-World Outdoor Scenarios**  <br>
[CVPR] (workshop) (CCF-A)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9523088) <br>

- **Dhp19: Dynamic vision sensor 3d human pose dataset**  <br>
  [CVPRW] (CCF-A)　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9025364) <br>

- **Spike-Event Object Detection for Neuromorphic Vision**  <br>
  [IEEE Access] (JCR-2)  　IEEE <br>
[PDF](https://ieeexplore.ieee.org/document/10016699)   　[code](https://github.com/fjcu-ee-islab/Spiking_Converted_YOLOv4) <br>

## 2023
- **Pedestrian detection with high-resolution event camera**  <br>
  [PP-RAI] 　	arXiv  <br> 
[PDF](https://arxiv.org/abs/2305.18008) <br>

- **Feature Analysis and Classification Method of Road Targets Based on Two-Dimensional Point Cloud Data by Event Camera**  <br>
  [ICTIS]   　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/10243764) <br>

- **A Multi-mode Neuromorphic Vision Sensor With Improved Brightness Measurement Performance by Pulse Coding Method**  <br>
  [IEEE Internet of Things Journal] (JCR-1)   　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/abstract/document/10237299) <br>

- **Event-based YOLO Object Detection: Proof of Concept for Forward Perception System**  <br>
  [cs.CV] 　	arXiv  <br> 
[PDF](https://arxiv.org/abs/2212.07181) <br>

- **Power-of- Two Quantized YOLO Network for Pedestrian Detection with Dynamic Vision Sensor**  <br>
  [DSD - Euromicro] 　	IEEE  <br> 
[PDF](https://arxiv.org/abs/2212.07181](https://ieeexplore.ieee.org/document/10456798)) <br>

## 2022
- **Research on pedestrian detection based on neuromorphic vision sensor**  <br>
  [SPIE] (JCR-2)　SPIE.DL  <br> 
[PDF](https://doi.org/10.1117/12.2636383) <br>

- **A Novel Visual Object Detection and Distance Estimation Method for HDR Scenes based on Event Camera**  <br>
  [ICCC]　SPIE.DL  <br> 
[PDF](https://ieeexplore.ieee.org/abstract/document/9674426) <br>


## 2021

- **Road Target Classification Method Based on GA-BP Neural Network for Event Camera**  <br>
  [AUTEEE] 　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9668758) <br>

- **Event-based Object Detection with Lightweight Spatial Attention Mechanism**  <br>
  [ICARM]　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9536146) <br>

- **Semantic Segmentation and Depth Estimation with RGB and DVS Sensor Fusion for Multi-view Driving Perception**  <br>
  [ACPR]　Springer  <br> 
[PDF](https://link.springer.com/chapter/10.1007/978-3-031-02375-0_26)   　[code](https://github.com/oskarnatan/RGBDVS-fusion) <br>

- **Event-Based Pedestrian Detection Using Dynamic Vision Sensors**  <br>
  [Electronics] (JCR-3) 　MDPI  <br> 
[PDF](https://www.mdpi.com/2079-9292/10/8/888/html) <br>


## 2020

- **NeuroAED: Towards Efficient Abnormal Event Detection in Visual Surveillance With Neuromorphic Vision Sensor**  <br>
  [IEEE Transactions on Information Forensics and Security] (JCR-1)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9195516)  <br>

- **On-Device Event Filtering with Binary Neural Networks for Pedestrian Detection Using Neuromorphic Vision Sensors**  <br>
  [IEEE ICIP] (CCF-C) 　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/abstract/document/9191148) <br>

- **Near-Chip Dynamic Vision Filtering for Low-Bandwidth Pedestrian Detection**  <br>
  [ISVLSI] 　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/abstract/document/9155035) <br>



## 2019
- **Mixed Frame-/Event-Driven Fast Pedestrian Detection**  <br>
  [ICRA] (CCF-B)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/8793924) <br>

- **Ground Moving Vehicle Detection and Movement Tracking Based on the Neuromorphic Vision Sensor**  <br>
  [IEEE Internet of Things Journal] (JCR-1)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9112163)   　[code](https://pjreddie.com/media/files/VOCtrainval_11-May-2012.tar) <br>

- **Application of Hierarchical Clustering for Object Tracking with a Dynamic Vision Sensor**  <br>
  [ICCS]  　Springer  <br> 
[PDF](https://link.springer.com/chapter/10.1007/978-3-030-22750-0_13) <br>

- **EV-SegNet: Semantic Segmentation for Event-Based Cameras**  <br>
[CVPR] (workshop) (CCF-A)  　IEEE  <br> 
[PDF](https://ieeexplore.ieee.org/document/9025483) <br>

- **Multi-Cue Event Information Fusion for Pedestrian Detection With Neuromorphic Vision Sensorsn**  <br>
  [Neurorobot] (JCR-2)  　MDPI  <br> 
[PDF](https://ieeexplore.ieee.org/document/8793924)  　[code](https://github.com/colinshane/DVS-multi-cue-pedestrian-detection) <br>


## 2018
- **High-Speed Object Tracking with Dynamic Vision Sensor**  <br>
  [CHREOC]  　Springer  <br> 
[PDF](https://link.springer.com/chapter/10.1007/978-981-13-6553-9_18) <br>

- **Continuous-Time Intensity Estimation Using Event Cameras**  <br>
  [ACCV] (CCF-C) 　Springer  <br> 
[PDF](https://link.springer.com/chapter/10.1007/978-3-030-20873-8_20) <br>

- **Pedestrian Detection and Tracking Using a Dynamic Vision Sensor**  <br>
  [Computación y Sistemas]  　SCIELO  <br> 
[PDF](https://www.scielo.org.mx/scielo.php?pid=S1405-55462018000401077&script=sci_arttext) <br>


## 2015
- **Localization of Pedestrian with Respect to Car Speed**  <br>
  [ICIC] (CCF-C)  　Springer  <br> 
[PDF](https://link.springer.com/chapter/10.1007/978-3-319-22186-1_19) <br>