Probabilistic Derendering of Camera Tone-mapped Images
Ayan Chakrabarti
Ying Xiong
Baochen Sun
Trevor Darrell
Daniel Scharstein
Todd Zickler
Kate Saenko
Interactively explore the inverse JPEG→RAW distributions we estimate for different cameras.
(SVG-capable browser required)
Publications
Ayan Chakrabarti, Ying Xiong, Baochen Sun, Trevor Darrell, Daniel Scharstein, Todd Zickler, and Kate Saenko, "Modeling Radiometric Uncertainty for Vision with Tone-mapped Color Images,"
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2014 (accepted).
[arXiv pre-print]
Data
Please
click here for calibration data and estimated tone maps for various cameras.
Code
Please
click here for our code for calibration and computing the probabilistic inverse.