Revisiting Domain-Adaptive Semantic Segmentation via Knowledge Distillation

被引：0
|
作者：
Jeong, Seongwon [1 ]
Kim, Jiyeong [2 ]
Kim, Sungheui [3 ]
Min, Dongbo [2 ]
机构：
[1] Hanwha VisioNexT, Seoul,04541, Korea, Republic of
[2] Ewha Womans University, Department of Computer Science and Engineering, Seoul,03760, Korea, Republic of
[3] Korea Aerospace Industries Ltd., Sacheon-si,52529, Korea, Republic of
来源：
IEEE Transactions on Image Processing | 2024年 / 33卷
关键词：
D O I：
10.1109/TIP.2024.3501076
中图分类号：
学科分类号：
摘要：
80
引用
收藏
页码：6761 / 6773
相关论文
共 50 条
  • [31] Structural and Statistical Texture Knowledge Distillation for Semantic Segmentation
    Ji, Deyi
    Wang, Haoran
    Tao, Mingyuan
    Huang, Jianqiang
    Hua, Xian-Sheng
    Lu, Hongtao
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 16855 - 16864
  • [32] Landslide Detection Using the Unsupervised Domain-Adaptive Image Segmentation Method
    Chen, Weisong
    Chen, Zhuo
    Song, Danqing
    He, Hongjin
    Li, Hao
    Zhu, Yuxian
    LAND, 2024, 13 (07)
  • [33] Semantic knowledge distillation for conjunctival goblet cell segmentation
    Jang, Seunghyun
    Seo, Kyungdeok
    Kang, Hyunyoung
    Kim, Seonghan
    Kang, Seungyoung
    Kim, Ki Hean
    Yang, Sejung
    IMAGING, MANIPULATION, AND ANALYSIS OF BIOMOLECULES, CELLS, AND TISSUES XXI, 2023, 12383
  • [34] SEMI-SUPERVISED DOMAIN-ADAPTIVE PULMONARY ARTERY SEGMENTATION VIA UNCERTAINTY GUIDANCE AND SHAPE STRENGTHENING
    Liu, Jiyuan
    Zhang, Xiao
    Gu, Dongdong
    Ouyang, Xi
    Zhang, Jiadong
    He, Xuming
    Shen, Dinggang
    Xue, Zhong
    2023 IEEE 20TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI, 2023,
  • [35] Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation
    Kim, Daehan
    Seo, Minseok
    Park, Kwanyong
    Shin, Inkyu
    Woo, Sanghyun
    Kweon, In-So
    Choi, Dong-Geol
    THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 37 NO 1, 2023, : 1114 - 1123
  • [36] Reducing semantic ambiguity in domain adaptive semantic segmentation via probabilistic prototypical pixel contrast
    Hao, Xiaoke (haoxiaoke@scse.hebut.edu.cn), 2025, 181
  • [37] Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing
    Cho, Kyusik
    Lee, Suhyeon
    Seong, Hongje
    Kim, Euntai
    2023 IEEE/CVF WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), 2023, : 489 - 498
  • [38] Efficient Uncertainty Estimation in Semantic Segmentation via Distillation
    Holder, Christopher J.
    Shafique, Muhammad
    2021 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2021), 2021, : 3080 - 3087
  • [39] Knowledge based domain adaptation for semantic segmentation
    Zhang, Yuxiao
    Ye, Mao
    Gan, Yan
    Zhang, Wencong
    KNOWLEDGE-BASED SYSTEMS, 2020, 193
  • [40] A self-distillation object segmentation method via frequency domain knowledge augmentation
    Chen, Lei
    Cao, Tieyong
    Zheng, Yunfei
    Fang, Zheng
    IET COMPUTER VISION, 2023, 17 (03) : 341 - 351
12345