posted by organizer: ianlee822 || 1871 views || tracked by 3 users: [display]

PBDL 2021 : 3rd ICCV Workshop on Physics Based Vision meets Deep Learning

FacebookTwitterLinkedInGoogle

Link: https://pbdl-ws.github.io/pbdl2021/callforpapers.html
 
When Oct 11, 2021 - Oct 11, 2021
Where Virtual
Submission Deadline Aug 7, 2021
Notification Due Aug 12, 2021
 

Call For Papers

Following the success of 2nd ICCV Workshop on Physics Based Vision Meets Deep Learning (PBDL2019). We propose the 3rd workshop using the same title and topics with ICCV 2021. The goal is to encourage the interplay between physics based vision and deep learning. Physics based vision aims to invert the processes to recover the scene properties, such as shape, reflectance, light distribution, medium properties, etc., from images. In recent years, deep learning shows promising improvement for various vision tasks. When physics based vision meets deep learning, there must be mutual benefits.


We welcome submissions of new methods in the classic physics based vision problems, but preference will be given to novel insights inspired by utilizing deep learning techniques. Relevant topics include but are not limited to

Deep learning +
• Photometric 3D reconstruction
• Radiometric modeling/calibration of cameras
• Color constancy
• Illumination analysis and estimation
• Reflectance modeling, fitting, and analysis
• Forward/inverse renderings
• Material recognition and classification
• Transparency and multi-layer imaging
• Reflection removal
• Intrinsic image decomposition
• Light field imaging
• Multispectral/hyperspectral capture, modeling and analysis
• Vision in bad weather (dehaze, derain, etc.)
• Structured light techniques (sensors, BRDF measurement and analysis)
• TOF sensors and its applications

Paper submission is through CMT:
https://cmt3.research.microsoft.com/pbdl2021

The format for paper submission is the same as the ICCV 2021 submission format. Papers that violates the anonymity, do not use the ICCV submission template or have more than 8 pages (excluding references) will be rejected without review. The accepted papers will appear in the proceedings of ICCV 2021 workshops. In submitting a manuscript to this workshop, the authors acknowledge that no paper substantially similar in content has been submitted to another workshop or conference during the review period.

Related Resources

PBDL@CVPR 2024   4th Workshop on Physics Based Vision meets Deep Learning @ CVPR 2024
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
ADMIT 2024   2024 3rd International Conference on Algorithms, Data Mining, and Information Technology (ADMIT 2024)
SPIE-Ei/Scopus-ITNLP 2024   2024 4th International Conference on Information Technology and Natural Language Processing (ITNLP 2024) -EI Compendex
SPIE-Ei/Scopus-CVCM 2024   2024 5th International Conference on Computer Vision, Communications and Multimedia (CVCM 2024) -EI Compendex
ICVISP 2024   2024 8th International Conference on Vision, Image and Signal Processing (ICVISP 2024)
IEEE-Ei/Scopus-ACEPE 2024   2024 IEEE Asia Conference on Advances in Electrical and Power Engineering (ACEPE 2024) -Ei Compendex
CMVIT-Maldives 2025   2025 9th International Conference on Machine Vision and Information Technology (CMVIT 2025)
CCBDIOT 2024   2024 3rd International Conference on Computing, Big Data and Internet of Things (CCBDIOT 2024)