Detection of raindrops on a windshield from an in-vehicle video camera

被引:0
|
作者
Kurihata, Hiroyuki [1 ]
Takahashi, Tomokazu [1 ]
Ide, Ichiro [1 ]
Mekada, Yoshito [1 ]
Murase, Hiroshi [1 ]
Tamatsu, Yukimasa [2 ]
Miyahara, Takayuki [2 ]
机构
[1] Nagoya Univ, Grad Sch Informat Sci, Chikusa Ku, Nagoya, Aichi, Japan
[2] DENSO CORP, Aichi, Japan
关键词
raidrop detection; in-vehicle camera; time-series information; subspace method;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, We Propose a method to detect raindrops from in-vehicle camera images and recognize rainfall using time-series information. We aim to improve the accuracy of raindrop detection by averaging the test images and frame-matching the result Of raindrop detection in multiple adjoining frames. According to an evaluation experiment, raindrops were detected precisely enough for automatic wiper control by the proposed method.
引用
收藏
页码:1583 / 1591
页数:9
相关论文
共 50 条
  • [21] An Algorithm for Automatic Vehicle Speed Detection using Video Camera
    Wu, Hanping
    Lau, Zhaobin
    Li, Jinxiang
    Gu, Caidong
    Si, Maoxin
    Tan, Fangyong
    [J]. ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 193 - +
  • [22] YOLOv8-CB: Dense Pedestrian Detection Algorithm Based on In-Vehicle Camera
    Liu, Qiuli
    Ye, Haixiong
    Wang, Shiming
    Xu, Zhe
    Pai, Ping-Feng
    [J]. ELECTRONICS, 2024, 13 (01)
  • [23] An In-Vehicle System for Pedestrian Detection
    Liu, Gang
    Sun, Yufen
    [J]. 2012 11TH INTERNATIONAL SYMPOSIUM ON DISTRIBUTED COMPUTING AND APPLICATIONS TO BUSINESS, ENGINEERING & SCIENCE (DCABES), 2012, : 328 - 331
  • [24] Measurement and Management of the Lane Markings' Stripping Ratio from In-vehicle Camera Image
    Nishino, Sakiko
    Kawanaka, Haruki
    Oguri, Koji
    Wakayama, Kimitake
    Bhuiyan, Md. Shoaib
    [J]. 2015 IEEE 18TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS, 2015, : 1755 - 1760
  • [25] An illumination adaptive video coding scheme for in-vehicle video applications
    Lai, Hsueh-Han
    Wu, Yun-Da
    Tang, Chih-Wei
    [J]. 2008 IEEE 67TH VEHICULAR TECHNOLOGY CONFERENCE-SPRING, VOLS 1-7, 2008, : 2991 - 2995
  • [26] Acquisition of position and direction of in-vehicle camera for HIR System
    Koyamaishi, M
    Sakai, H
    Fujii, T
    Tanimoto, M
    [J]. 2004 IEEE INTELLIGENT VEHICLES SYMPOSIUM, 2004, : 848 - 853
  • [27] Visibility estimation in foggy conditions by in-vehicle camera and radar
    Mori, Kenji
    Kato, Terutoshi
    Takahashi, Tomokazu
    Ide, Ichiro
    Murase, Hiroshi
    Miyahara, Takayuki
    Tamatsu, Yukimasa
    [J]. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 2, PROCEEDINGS, 2006, : 548 - +
  • [28] Time to collision estimation for vehicles coming from behind using in-vehicle camera
    Cosic, Luka
    Vranjes, Mario
    Ilkic, Veljko
    Mihic, Velibor
    [J]. 2019 ZOOMING INNOVATION IN CONSUMER TECHNOLOGIES CONFERENCE (ZINC), 2019, : 109 - 112
  • [29] Estimation of pedestrian crossing intentions in in-vehicle video
    Oyama, Yuto
    Takami, Toshiya
    [J]. TRAFFIC AND GRANULAR FLOW 2022, TGF 2022, 2024, 443 : 149 - 154
  • [30] Development of an in-vehicle video sensor for driver assistance
    Buchanan, AJ
    Hermans, FJJ
    [J]. MEASUREMENT & CONTROL, 1999, 32 (09): : 275 - 278