Abstract: Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation

被引:0
|
作者
Qiu, Jingna [1 ]
Wilm, Frauke [1 ,2 ]
Oettl, Mathias [2 ]
Schlereth, Maja [1 ]
Liu, Chang [2 ]
Heimann, Tobias [3 ]
Aubreville, Marc [4 ]
Breininger, Katharina [1 ]
机构
[1] FAU Erlangen Nurnberg, Dept AI Biomed Engn, Erlangen, Germany
[2] FAU Erlangen Nurnberg, Pattern Recognit Lab, Erlangen, Germany
[3] Siemens Healthineers, Digital Technol & Innovat, Erlangen, Germany
[4] TH Ingolstadt, Ingolstadt, Germany
关键词
D O I
10.1007/978-3-658-44037-4_6
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
引用
收藏
页码:11 / 11
页数:1
相关论文
共 50 条
  • [41] On the Benefits of Region of Interest Detection for Whole Slide Image Classification
    Korkut, Sena
    Erkan, Cihan
    Aksoy, Selim
    MEDICAL IMAGING 2023, 2023, 12471
  • [42] Generating region proposals for histopathological whole slide image retrieval
    Ma, Yibing
    Jiang, Zhiguo
    Zhang, Haopeng
    Xie, Fengying
    Zheng, Yushan
    Shi, Huaqiang
    Zhao, Yu
    Shi, Jun
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2018, 159 : 1 - 10
  • [43] Semantic prioritization in visual counterfactual explanations with weighted segmentation and auto-adaptive region selection
    Zhang, Lintong
    Yin, Kang
    Lee, Seong-Whan
    NEURAL NETWORKS, 2025, 184
  • [44] Embodied Visual Active Learning for Semantic Segmentation
    Nilsson, David
    Pirinen, Aleksis
    Gartner, Erik
    Sminchisescu, Cristian
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 2373 - 2383
  • [45] Best Practices in Active Learning for Semantic Segmentation
    Mittal, Sudhanshu
    Niemeijer, Joshua
    Schaefer, Joerg P.
    Brox, Thomas
    PATTERN RECOGNITION, DAGM GCPR 2023, 2024, 14264 : 427 - 442
  • [46] Discwise Active Learning for LiDAR Semantic Segmentation
    Unal O.
    Dai D.
    Unal A.T.
    Van Gool L.
    IEEE Robotics and Automation Letters, 2023, 8 (11) : 7671 - 7678
  • [47] Active Learning for Semantic Segmentation with Expected Change
    Vezhnevets, Alexander
    Buhmann, Joachim M.
    Ferrari, Vittorio
    2012 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2012, : 3162 - 3169
  • [48] Deep Dual Learning for Semantic Image Segmentation
    Luo, Ping
    Wang, Guangrun
    Lin, Liang
    Wang, Xiaogang
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2017, : 2737 - 2745
  • [49] Image Classification and Semantic Segmentation with Deep Learning
    Quazi, Saiman
    Musa, Sarhan M.
    6TH IEEE INTERNATIONAL CONFERENCE ON RECENT ADVANCES AND INNOVATIONS IN ENGINEERING (ICRAIE), 2021,
  • [50] Semantic Image Segmentation by Scale-Adaptive Networks
    Huang, Zilong
    Wang, Chunyu
    Wang, Xinggang
    Liu, Wenyu
    Wang, Jingdong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 (01) : 2066 - 2077