Uncertainty Comparison of Visual Sensing in Adverse Weather Conditions

被引:5
|
作者
Lo, Shi-Wei [1 ]
Wu, Jyh-Horng [1 ]
Chen, Lun-Chi [1 ]
Tseng, Chien-Hao [1 ]
Lin, Fang-Pang [1 ]
Hsu, Ching-Han [2 ]
机构
[1] Natl Ctr High Performance Comp, 7,R&D 6th Rd,Hsinchu Sci Pk, Hsinchu 30076, Taiwan
[2] Natl Tsing Hua Univ, Dept Biomed Engn & Environm Sci, 101,Sect 2,Kuang Fu Rd, Hsinchu 30013, Taiwan
关键词
vision application; outdoor imaging; visual sensing; flood detection; IMAGE; RAIN; REMOVAL; VISION; IMPLEMENTATION; LANDSLIDES; SYSTEM;
D O I
10.3390/s16071125
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
This paper focuses on flood-region detection using monitoring images. However, adverse weather affects the outcome of image segmentation methods. In this paper, we present an experimental comparison of an outdoor visual sensing system using region-growing methods with two different growing rules-namely, GrowCut and RegGro. For each growing rule, several tests on adverse weather and lens-stained scenes were performed, taking into account and analyzing different weather conditions with the outdoor visual sensing system. The influence of several weather conditions was analyzed, highlighting their effect on the outdoor visual sensing system with different growing rules. Furthermore, experimental errors and uncertainties obtained with the growing rules were compared. The segmentation accuracy of flood regions yielded by the GrowCut, RegGro, and hybrid methods was 75%, 85%, and 87.7%, respectively.
引用
收藏
页数:18
相关论文
共 50 条
  • [31] Effect of Adverse Weather Conditions on Vehicle Braking Distance of Highways
    Kordani, Ali Abdi
    Rahmani, Omid
    Nasiri, Amir Saman Abdollahzadeh
    Boroomandrad, Sid Mohammad
    CIVIL ENGINEERING JOURNAL-TEHRAN, 2018, 4 (01): : 46 - 57
  • [32] The impact of adverse weather conditions on urban bus performance measures
    Hofmann, M
    O'Mahony, M
    2005 IEEE Intelligent Transportation Systems Conference (ITSC), 2005, : 431 - 436
  • [33] Impact of combined alignments and adverse weather conditions on vehicle skidding
    Anas Alrejjal
    Khaled Ksaibati
    Journal of Traffic and Transportation Engineering(English Edition), 2023, (01) : 116 - 131
  • [34] Protecting Wireless Mesh Networks Against Adverse Weather Conditions
    Fitzgerald, Emma
    Pioro, Michal
    Tomaszewski, Artur
    PROCEEDINGS OF 2018 10TH INTERNATIONAL WORKSHOP ON RESILIENT NETWORKS DESIGN AND MODELING (RNDM), 2018,
  • [35] BS 4142 submissions to the Environment Agency and adverse weather conditions
    Peliza, Rory
    Acoustics Bulletin, 2023, 49 (02): : 49 - 50
  • [36] HELIRADAR - The pilot's eye for flights at adverse weather conditions
    KreitmairSteck, W
    Wolframm, A
    Schuster, A
    ENHANCED AND SYNTHETIC VISION 1996, 1996, 2736 : 35 - 41
  • [37] Impact of combined alignments and adverse weather conditions on vehicle skidding
    Alrejjal, Anas
    Ksaibati, Khaled
    JOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION, 2023, 10 (01) : 116 - 131
  • [38] Methods for correcting positions of tethered UAVs in adverse weather conditions
    Grishin, Ilya
    Vishnevsky, Vladimir
    Truong Duy Dinh
    Vybornova, Anastasia
    Kirichek, Ruslan
    2020 12TH INTERNATIONAL CONGRESS ON ULTRA MODERN TELECOMMUNICATIONS AND CONTROL SYSTEMS AND WORKSHOPS (ICUMT 2020), 2020, : 308 - 312
  • [39] The influence of adverse weather conditions on probability of congestion on Dutch motorways
    van Stralen, Wouter J. H.
    Calvert, Simeon C.
    Molin, Eric J. E.
    EUROPEAN JOURNAL OF TRANSPORT AND INFRASTRUCTURE RESEARCH, 2015, 15 (04): : 482 - 500
  • [40] Restoring Images in Adverse Weather Conditions via Histogram Transformer
    Sun, Shangquan
    Ren, Wenqi
    Gao, Xinwei
    Wang, Rui
    Cao, Xiaochun
    COMPUTER VISION-ECCV 2024, PT XXII, 2025, 15080 : 111 - 129