Multi-Scale Vision Transformer for Defect Object Detection

被引：0
|
作者：
Lou, Liangshan [1 ]
Lu, Ke [1 ,2 ]
Xue, Jian [1 ]
机构：
[1] School of Engineering Science, University of Chinese Academy of Sciences, Beijing,100049, China
[2] Peng Cheng Laboratory, Shenzhen,518055, China
来源：
Procedia Computer Science | 2023年 / 222卷
基金：
中国国家自然科学基金;
关键词：
Engineering Village;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Defect detection - Down sampling - Image features - Multi-scale features - Multi-scales - Multiple scale - Object detection algorithms - Objects detection - Vision transformer - YOLOx
引用
收藏
页码：397 / 406
相关论文
共 50 条
  • [31] A Robust Image Semantic Communication System With Multi-Scale Vision Transformer
    Peng, Xiang
    Qin, Zhijin
    Tao, Xiaoming
    Lu, Jianhua
    Letaief, Khaled B.
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 43 (04) : 1278 - 1291
  • [32] Lightweight Object Detection Combined with Multi-Scale Dilated-Convolution and Multi-Scale Deconvolution
    Yi, Qingming
    Lü, Renyi
    Shi, Min
    Luo, Aiwen
    Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science), 2022, 50 (12): : 41 - 48
  • [33] Feature detection in the context of multi-scale vision model
    Peli, E
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1999, 40 (04) : S43 - S43
  • [34] MULTI-SCALE REINFORCEMENT LEARNING STRATEGY FOR OBJECT DETECTION
    Luo, Yihao
    Cao, Xiang
    Zhang, Juntao
    Pan, Leixilan
    Wang, Tianjiang
    Feng, Qi
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 2015 - 2019
  • [35] Deep Learning for Multi-scale Object Detection: A Survey
    Chen K.-Q.
    Zhu Z.-L.
    Deng X.-M.
    Ma C.-X.
    Wang H.-A.
    Ruan Jian Xue Bao/Journal of Software, 2021, 32 (04): : 1201 - 1227
  • [36] A Small-Sized Object Detection Oriented Multi-Scale Feature Fusion Approach With Application to Defect Detection
    Zeng, Nianyin
    Wu, Peishu
    Wang, Zidong
    Li, Han
    Liu, Weibo
    Liu, Xiaohui
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [37] Dynamic multi-scale loss optimization for object detection
    Luo, Yihao
    Cao, Xiang
    Zhang, Juntao
    Cheng, Peng
    Wang, Tianjiang
    Feng, Qi
    MULTIMEDIA TOOLS AND APPLICATIONS, 2023, 82 (02) : 2349 - 2367
  • [38] Multi-scale Semantic Information Fusion for Object Detection
    Chen Hongkun
    Luo Huilan
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2021, 43 (07) : 2087 - 2095
  • [39] Salient Object Detection with CNNs and Multi-scale CRFs
    Xu, Yingyue
    Hong, Xiaopeng
    Zhao, Guoying
    IMAGE ANALYSIS, 2019, 11482 : 233 - 245
  • [40] Multi-scale structural kernel representation for object detection
    Wang, Hao
    Wang, Qilong
    Li, Peihua
    Zuo, Wangmeng
    PATTERN RECOGNITION, 2021, 110
12345