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PBDL@CVPR 2024 : 4th Workshop on Physics Based Vision meets Deep Learning @ CVPR 2024


When Jun 17, 2024 - Jun 17, 2024
Where Seattle US
Submission Deadline Mar 22, 2024

Call For Papers

[About PBDL2024]:
Join us at the 4th International Workshop where Physics Based Vision converges with Deep Learning, held in conjunction with CVPR2024. This workshop explores the synergy between physics-based vision and deep learning, fostering mutual benefits and advancements in various vision tasks.

[Topics of Interest]:

-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
-Artifacts removal (reflection, flare, moire pattern, etc.)
-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
-Novel types (event, spike, quantum, etc.) of imaging sensors

[Submission Details]:

Scientific Paper Track (Peer-reviewed publications include in the proceedings):

Submission: March 22, 2024
Acceptance notification: April 7, 2024
Camera-ready: April 14, 2024

Emerging Research Topics Track (No-publication):

Submission: April 15, 2024
Acceptance notification: April 22, 2024
Camera-ready: April 29, 2024

Website & Paper Submission:


Low-Light Enhancement and Detection Challenge:

Important Challenge Dates:

Challenge site online: February 20, 2024
Release of train and validation data: February 21, 2024
Validation server online: March 01, 2024
Final test data release: April 23, 2024
Test submission deadline: April 30, 2024
Fact sheets and code submission deadline: May 05, 2024
Preliminary results released: May 10, 2024
Award at the workshop: June 17, 2024

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