Visual saliency detection based on visual center shift

被引:0
|
作者
Hu, Jinge [1 ]
Xiong, Jiang [1 ]
Feng, Yuming [1 ]
Onasanya, B. O. [1 ]
机构
[1] Chongqing Three Gorges Univ, Sch Comp Sci & Engn, Chongqing, Peoples R China
关键词
visual saliency; saliency map; multi-scale; image segmentation;
D O I
10.1109/ICACI52617.2021.9435891
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The saliency areas extracted by traditional visual saliency detection methods are not clear enough. This paper presents a visual saliency detection method based on visual center offset. On the basis of pre-segmentation of the image, the significant areas of the image are extracted by combining the color contrast, color distribution and location characteristics. Using visual center transfer to simulate the visual transfer process of human observation, the image is analyzed at multiple scales. The results indicate that this approach is efficient because ROC curve and Precision-Recall performed well.
引用
收藏
页码:227 / 232
页数:6
相关论文
共 50 条
  • [1] Visual saliency detection with center shift
    Yang, Weibin
    Tang, Yuan Yan
    Fang, Bin
    Shang, Zhaowei
    Lin, Yuewei
    NEUROCOMPUTING, 2013, 103 : 63 - 74
  • [2] Center Bias Enhanced Visual Saliency Detection Method
    Andrushia, A. Diana
    Thangarajan, R.
    2017 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, COMMUNICATION AND NETWORKING (ICSCN), 2017,
  • [3] Visual Saliency Detection Based on Full Convolution Neural Networks and Center Prior
    Jian, Muwei
    Wang, Jiaojin
    Liu, Xiangyu
    Yu, Hui
    2019 12TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION (HSI), 2019, : 225 - 228
  • [4] Visual Detection and Tracking Based on Fusion Saliency
    Guo, Xinxing
    Guo, Baolong
    Li, Cheng
    Han, Jie
    3RD ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2018), 2018, 1069
  • [5] Visual saliency detection based object recognition
    School of Information Science and Engineering, YanShan University, Qinhuangdao, China
    不详
    J. Inf. Hiding Multimedia Signal Proces., 6 (1250-1263):
  • [6] Multichannel Saliency Detection Based on Visual Bionics
    Cheng, Lidan
    Li, Tianyi
    Zha, Shijia
    Wei, Wei
    Gu, Jihua
    APPLIED BIONICS AND BIOMECHANICS, 2020, 2020
  • [7] VISUAL SALIENCY DETECTION BASED ON BAYESIAN MODEL
    Xie, Yulin
    Lu, Huchuan
    2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2011, : 645 - 648
  • [8] Port ship Detection Based on Visual Saliency model and Center Dark Channel Prior
    Gong Wenbin
    Shi Zhangsong
    Feng Chengxu
    Wu Zhonghong
    2020 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING (ICAICE 2020), 2020, : 353 - 358
  • [9] Bagging-based saliency distribution learning for visual saliency detection
    Pang, Yu
    Yu, Xiaosheng
    Wu, Yunhe
    Wu, Chengdong
    Jiang, Yang
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2020, 87
  • [10] Rail surface spalling detection based on visual saliency
    Hu, Zhixin
    Zhu, Hongtao
    Hu, Ming
    Ma, Yong
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2018, 13 (03) : 505 - 509