陰影論文目錄

1. Automatic Shadow Detection and Removal from a Single Image

   • 2015
   • 使用卷積網絡進行簡單的特徵學習
   • https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7172555

2. Shadow Detection With Conditional Generative Adversarial Networks (已讀)

   • 2017 ICCV
   • http://openaccess.thecvf.com/content_iccv_2017/html/Nguyen_Shadow_Detection_With_ICCV_2017_paper.html

3. Leave-One-Out Kernel Optimization for Shadow Detection and Removal

   • 2017
   • https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7893803
   • 使用SVM分類器來分離陰影/非陰影區域

4. Improving Fmask cloud and cloud shadow detection in mountainous area for Landsats 4–8 images

   • 2017 Elsevier
   • https://www.researchgate.net/profile/Shi_Qiu22/publication/318477951_Improving_Fmask_cloud_and_cloud_shadow_detection_in_mountainous_area_for_Landsats_4-8_images/links/5b1302ecaca2723d997eb911/Improving-Fmask-cloud-and-cloud-shadow-detection-in-mountainous-area-for-Landsats-4-8-images.pdf

5. Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery

   • 2017 Elsevier
   • https://arxiv.org/pdf/1606.05415

6. Direction-aware spatial context features for shadow detection and removal (已讀)

   • 2018 CVPR
   • https://arxiv.org/abs/1805.04635
   • 深度學習
   • https://blog.csdn.net/DumpDoctorWang/article/details/103446274

7. Shadow Optimization From Structured Deep Edge Detection

   • 2015 CVPR
   • https://www.cv-foundation.org/openaccess/content_cvpr_2015/html/Shen_Shadow_Optimization_From_2015_CVPR_paper.html
   • 可能是用深度學習

8. Extended Random Walker for Shadow Detection in Very High Resolution Remote Sensing Images

   • 2017 ieeexplore.ieee.org
   • https://ieeexplore.ieee.org/abstract/document/8067651

9. Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal (已讀)

   • 2018 CVPR
   • http://openaccess.thecvf.com/content_cvpr_2018/html/Wang_Stacked_Conditional_Generative_CVPR_2018_paper.html

10. New spectrum ratio properties and features for shadow detection

    • Pattern Recognition, 2016 - Elsevier
    • https://www.sciencedirect.com/science/article/pii/S0031320315003374

11. Single image shadow detection and removal based on feature fusion and multiple dictionary learning

    • Multimedia Tools and …, 2018 - Springer
    • https://link.springer.com/article/10.1007/s11042-017-5299-0

12. Noisy Label Recovery for Shadow Detection in Unfamiliar Domains

    • 2016 CVPR
    • https://www.cv-foundation.org/openaccess/content_cvpr_2016/html/Vicente_Noisy_Label_Recovery_CVPR_2016_paper.html
    • 陰影數據集標註

13. Shadow Detection for Ultrasound Images Using Unlabeled Data and Synthetic Shadows (參考意義不大)

    • 2019 - openreview.net
    • https://openreview.net/forum?id=rJl0fYG2KN
    • 用到了深度學習，但是好像沒啥用

14. A survey on Shadow Detection and Removal in images and video sequences

    • 2016 - ieeexplore.ieee.org
    • https://ieeexplore.ieee.org/abstract/document/7508175
    • 陰影檢測摘要

15. Shadow Removal Detection and Localization for Forensics Analysis (參考意義不大)

    • ICASSP 2019-2019 …, 2019 - ieeexplore.ieee.org
    • https://ieeexplore.ieee.org/abstract/document/8683695
    • https://engineering.purdue.edu/~dgueraco/content/shadow-removal-detection.pdf
    • 用了GAN

16. Spectral-Spatial Topographic Shadow Detection from Sentinel-2A MSI Imagery Via Convolutional Neural Networks

    • IGARSS 2018-2018 …, 2018 - ieeexplore.ieee.org
    • https://ieeexplore.ieee.org/abstract/document/8517956
    • 用了一點點CNN來分類

17. Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples (正在讀)

    • ECCV 2016
    • https://link.springer.com/chapter/10.1007/978-3-319-46466-4_49
    • http://www3.cs.stonybrook.edu/~cvl/content/papers/2016/LSS_ECCV16.pdf
    • 深度學習-Patched-CNN；SBU數據集

18. Densely Cascaded Shadow Detection Network via Deeply Supervised Parallel Fusion.

    • IJCAI, 2018 - ijcai.org
    • https://www.ijcai.org/proceedings/2018/0140.pdf
    • 貌似提到了CNN

19. DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal

    • CVPR 2017
    • http://openaccess.thecvf.com/content_cvpr_2017/html/Qu_DeshadowNet_A_Multi-Context_CVPR_2017_paper.html
    • 這篇是深度學習了

20. A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation

    • ECCV 2018
    • http://openaccess.thecvf.com/content_ECCV_2018/html/Hieu_Le_AD_Net_Training_ECCV_2018_paper.html
    • http://tongtianta.site/paper/32460

21. Convolutional Neural Network-Based Shadow Detection in Images Using Visible Light Camera Sensor

    • 2018
    • https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948886/
    • 用了一些神經網路

22. A Self-Supervised Learning Method for Shadow Detection in Remote Sensing Imagery

    • 3D Research, 2018 - Springer
    • https://link.springer.com/article/10.1007/s13319-018-0204-9
    • 用了分類器，不知是不是CNN

23. A survey on shadow detection and removal in images

    • 2017
    • https://ieeexplore.ieee.org/abstract/document/8378149

24. Advance Shadow Edge Detection and Removal (ASEDR)

    • International Journal of …, 2017 - pdfs.semanticscholar.org
    • https://pdfs.semanticscholar.org/4036/26673bc15fe1e4efda5ae0f2cc1dc27588d6.pdf

25. Improving Shadow Suppression for Illumination Robust Face Recognition

    • IEEE transactions on …, 2018 - ieeexplore.ieee.org
    • https://ieeexplore.ieee.org/abstract/document/8283763
    • 人臉陰影去除

26. Fast shadow detection from a single image using a patched convolutional neural network

    • 2018 IEEE/RSJ …, 2018 - ieeexplore.ieee.org
    • https://ieeexplore.ieee.org/abstract/document/8594050
    • 用了一點CNN

27. Convolutional Neural Network-Based Shadow Detection in Images Using Visible Light Camera Sensor

    • 2018 Sensors
    • https://www.mdpi.com/1424-8220/18/4/960

28. Shadow Detection in Single RGB Images Using a Context Preserver Convolutional Neural Network Trained by Multiple Adversarial Examples.
    *

    • https://ieeexplore.ieee.org/document/8664462

29. Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection

    • ECCV 2018
    • http://openaccess.thecvf.com/content_ECCV_2018/papers/Lei_Zhu_Bi-directional_Feature_Pyramid_ECCV_2018_paper.pdf
    • https://blog.csdn.net/DumpDoctorWang/article/details/103425658

30. Distraction-Aware Shadow Detection

    • CVPR 2019
    • http://openaccess.thecvf.com/content_CVPR_2019/html/Zheng_Distraction-Aware_Shadow_Detection_CVPR_2019_paper.html
    • https://blog.csdn.net/DumpDoctorWang/article/details/103393415