Accurate few-shot object counting with Hough matching feature enhancement (vol 17, 1145219, 2023)

被引:0
|
作者
He, Zhiquan [1 ,2 ]
Zheng, Donghong [2 ]
Wang, Hengyou [3 ]
机构
[1] Guangdong Key Lab Intelligent Informat Proc, Shenzhen, Peoples R China
[2] Shenzhen Univ, Guangdong Multimedia Informat Serv Engn Technol Re, Shenzhen, Peoples R China
[3] Beijing Univ Civil Engn & Architecture, Sch Sci, Beijing, Peoples R China
关键词
few-shot; object counting; Hough matching; feature enhancement; exemplar feature aggregation; self-attention;
D O I
10.3389/fncom.2023.1232762
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Accurate few-shot object counting with Hough matching feature enhancement
    He, Zhiquan
    Zheng, Donghong
    Wang, Hengyou
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2023, 17
  • [2] Few-shot Object Counting with Similarity-Aware Feature Enhancement
    You, Zhiyuan
    Yang, Kai
    Luo, Wenhan
    Lu, Xin
    Cui, Lei
    Le, Xinyi
    2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2023, : 6304 - 6313
  • [3] Efficient Feature Enhancement for Few-Shot Object Detection
    Li, Lin
    Lei, Zhou
    Chen, Shengbo
    Xu, Qingguo
    2022 IEEE 6TH ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC), 2022, : 1206 - 1210
  • [4] Few-Shot Object Detection with Local Feature Enhancement and Feature Interrelation
    Lai, Hefeng
    Zhang, Peng
    ELECTRONICS, 2023, 12 (19)
  • [5] Few-Shot Object Counting and Detection
    Thanh Nguyen
    Chau Pham
    Khoi Nguyen
    Minh Hoai
    COMPUTER VISION, ECCV 2022, PT XX, 2022, 13680 : 348 - 365
  • [6] CFENet: Context-aware Feature Enhancement Network for efficient few-shot object counting
    Zhang, Shihui
    Zhai, Gangzheng
    Chen, Kun
    Wang, Houlin
    Han, Shaojie
    IMAGE AND VISION COMPUTING, 2025, 154
  • [7] Mutually-aware feature learning for few-shot object counting
    Jeon, Yerim
    Lee, Subeen
    Kim, Jihwan
    Heo, Jae-Pil
    PATTERN RECOGNITION, 2025, 161
  • [8] Class-agnostic Few-shot Object Counting
    Yang, Shuo-Diao
    Su, Hung-Ting
    Hsu, Winston H.
    Chen, Wen-Chin
    2021 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2021), 2021, : 869 - 877
  • [9] PFMNet: Few-Shot Segmentation with Query Feature Enhancement and Multi-Scale Feature Matching
    Li, Jingyao
    Cheng, Lianglun
    Zheng, Zewen
    Chen, Jiahong
    Zhao, Genping
    Lu, Zeng
    INFORMATION, 2021, 12 (10)
  • [10] Matching Feature Sets for Few-Shot Image Classification
    Afrasiyabi, Arman
    Larochelle, Hugo
    Lalonde, Jean-Francois
    Gagne, Christian
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2022, : 9004 - 9014