Class-specific diffractive cameras based on deep learning-designed surfaces

被引：0
|
作者：
Xuxi Zhou
Shuming Wang
机构：
[1] Nanjing University,National Laboratory of Solid
来源：
Light: Science & Applications | / 11卷
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Recently, a new diffractive camera design based on transmissive surfaces structured using deep learning is proposed. It performs class-specific imaging of target objects and all-optical deletion of other classes of objects, which will promote the development of privacy-preserving digital cameras and mission-specific data.
引用
收藏
相关论文
共 50 条
  • [21] Class-specific kernelized extreme learning machine for binary class imbalance learning
    Raghuwanshi, Bhagat Singh
    Shukla, Sanyam
    APPLIED SOFT COMPUTING, 2018, 73 : 1026 - 1038
  • [22] Class-Specific Explainability for Deep Time Series Classifiers
    Doddaiah, Ramesh
    Parvatharaju, Prathyush
    Rundensteiner, Elke
    Hartvigsen, Thomas
    2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2022, : 101 - 110
  • [23] CLASS-SPECIFIC CHANNEL ATTENTION FOR FEW SHOT LEARNING
    Hsieh, Yi-Kuan
    Hsieh, Jun-Wei
    Chen, Ying-Yu
    2024 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2024, : 1012 - 1018
  • [24] Class-specific representation based distance metric learning for image set classification
    Gao, Xizhan
    Feng, Zeming
    Wei, Dong
    Niu, Sijie
    Zhao, Hui
    Dong, Jiwen
    KNOWLEDGE-BASED SYSTEMS, 2022, 254
  • [25] Class-specific sparse coding for learning of object representations
    Hasler, S
    Wersing, H
    Körner, E
    ARTIFICIAL NEURAL NETWORKS: BIOLOGICAL INSPIRATIONS - ICANN 2005, PT 1, PROCEEDINGS, 2005, 3696 : 475 - 480
  • [26] Class-specific ensembles for active learning in digital imagery
    Mandvikar, A
    Liu, H
    PROCEEDINGS OF THE FOURTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 2004, : 412 - 421
  • [27] LEARNING CLASS-SPECIFIC POOLING SHAPES FOR IMAGE CLASSIFICATION
    Wang, Jinzhuo
    Wang, Wenmin
    Wang, Ronggang
    Gao, Wen
    2015 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO (ICME), 2015,
  • [28] Learning a Class-Specific Dictionary for Facial Expression Recognition
    Zhang, Shiqing
    Zhang, Gang
    Cui, Yueli
    Zhao, Xiaoming
    CYBERNETICS AND INFORMATION TECHNOLOGIES, 2016, 16 (04) : 55 - 62
  • [29] AN EFFICIENT FACE CLASSIFICATION METHOD BASED ON SHARED AND CLASS-SPECIFIC DICTIONARY LEARNING
    Li, Wenjing
    Liang, Jiuzhen
    Wu, Qin
    Zhou, Yuxuan
    Xu, Xiuxiu
    Wang, Nianbing
    Zhou, Qi
    2015 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2015, : 2596 - 2600
  • [30] Class-specific differential detection in diffractive optical neural networks improves inference accuracy
    Jingxi Li
    Deniz Mengu
    Yi Luo
    Yair Rivenson
    Aydogan Ozcan
    Advanced Photonics , 2019, (04) : 5 - 17
12345