Rethinking prediction alignment in one-stage object detection

被引:0
|
作者
Xiao, Junrui [1 ,2 ]
Jiang, He [1 ,2 ]
Li, Zhikai [1 ,2 ]
Gu, Qingyi [1 ]
机构
[1] Institute of Automation, Chinese Academy of Sciences, East Zhongguancun Road, Haidian District, Beijing, China
[2] School of Artificial Intelligence, University of Chinese Academy of Sciences, Jingjia Road, Huairou District, Beijing, China
来源
Neurocomputing | 2022年 / 514卷
关键词
Alignment - Deep learning - Economic and social effects - Forecasting - Large dataset - Object recognition - Statistical tests;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:58 / 69
相关论文
共 50 条
  • [31] One-stage object detection knowledge distillation via adversarial learning
    Na Dong
    Yongqiang Zhang
    Mingli Ding
    Shibiao Xu
    Yancheng Bai
    Applied Intelligence, 2022, 52 : 4582 - 4598
  • [32] Balanced One-Stage Object Detection by Enhancing the Effect of Positive Samples
    Wang, Zuyi
    Zhu, Wenjun
    Zhao, Wei
    Xu, Li
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 33 (08) : 4011 - 4026
  • [33] Towards Accurate One-Stage Object Detection with AP-Loss
    Chen, Kean
    Li, Jianguo
    Lin, Weiyao
    See, John
    Wang, Ji
    Duan, Lingyu
    Chen, Zhibo
    He, Changwei
    Zou, Junni
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 5114 - 5122
  • [34] One-stage object detection knowledge distillation via adversarial learning
    Dong, Na
    Zhang, Yongqiang
    Ding, Mingli
    Xu, Shibiao
    Bai, Yancheng
    APPLIED INTELLIGENCE, 2022, 52 (04) : 4582 - 4598
  • [35] AugFCOS: Augmented fully convolutional one-stage object detection network
    Zhang, Xiuwei
    Guo, Wei
    Xing, Yinghui
    Wang, Wenna
    Yin, Hanlin
    Zhang, Yanning
    PATTERN RECOGNITION, 2023, 134
  • [36] A One-stage Temporal Detector with Attentional LSTM for Video Object Detection
    Yu, Jiahui
    Ju, Zhaojie
    Gao, Hongwei
    Zhou, Dalin
    2021 27TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2021,
  • [37] EYOLOX: An Efficient One-Stage Object Detection Network Based on YOLOX
    Tang, Rui
    Sun, Hui
    Liu, Di
    Xu, Hui
    Qi, Miao
    Kong, Jun
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [38] One-Stage Lightweight Network of Object Detection for Rectangular Panoramic Images
    Lu, Yingying
    Tie, Yun
    Qi, Lin
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, PT VII, ICIC 2024, 2024, 14868 : 390 - 401
  • [39] DualHead for One-stage Object Detection Networks with Receptive Field Enhancement
    Wang, Shaohua
    Dai, Yaping
    Shao, Shuai
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 6666 - 6671
  • [40] Vehicle Detection in Overhead Satellite Images Using a One-Stage Object Detection Model
    Stuparu, Delia-Georgiana
    Ciobanu, Radu-Ioan
    Dobre, Ciprian
    SENSORS, 2020, 20 (22) : 1 - 18