Physics Based Vision Meets Deep Learning


Multi-Level Adaptive Separable Convolution for Large-Motion Video Frame Interpolation
Ruth Wijma,
Shaodi You,
Yu Li
[pdf]
[bibtex]
@InProceedings{Wijma_2021_ICCV, author = {Wijma, Ruth and You, Shaodi and Li, Yu}, title = {Multi-Level Adaptive Separable Convolution for Large-Motion Video Frame Interpolation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1127-1135} }

Precise Forecasting of Sky Images Using Spatial Warping
Leron Julian,
Aswin C. Sankaranarayanan
[pdf] [supp]
[bibtex]
@InProceedings{Julian_2021_ICCV, author = {Julian, Leron and Sankaranarayanan, Aswin C.}, title = {Precise Forecasting of Sky Images Using Spatial Warping}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1136-1144} }

DeLiEve-Net: Deblurring Low-Light Images With Light Streaks and Local Events
Chu Zhou,
Minggui Teng,
Jin Han,
Chao Xu,
Boxin Shi
[pdf] [supp]
[bibtex]
@InProceedings{Zhou_2021_ICCV, author = {Zhou, Chu and Teng, Minggui and Han, Jin and Xu, Chao and Shi, Boxin}, title = {DeLiEve-Net: Deblurring Low-Light Images With Light Streaks and Local Events}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1155-1164} }

HyperMixNet: Hyperspectral Image Reconstruction With Deep Mixed Network From a Snapshot Measurement
Kouhei Yorimoto,
Xian-Hua Han
[pdf]
[bibtex]
@InProceedings{Yorimoto_2021_ICCV, author = {Yorimoto, Kouhei and Han, Xian-Hua}, title = {HyperMixNet: Hyperspectral Image Reconstruction With Deep Mixed Network From a Snapshot Measurement}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1184-1193} }

Weakly-Supervised Semantic Segmentation in Cityscape via Hyperspectral Image
Yuxing Huang,
Qiu Shen,
Ying Fu,
Shaodi You
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Huang_2021_ICCV, author = {Huang, Yuxing and Shen, Qiu and Fu, Ying and You, Shaodi}, title = {Weakly-Supervised Semantic Segmentation in Cityscape via Hyperspectral Image}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1117-1126} }

Deep Single Fisheye Image Camera Calibration for Over 180-Degree Projection of Field of View
Nobuhiko Wakai,
Takayoshi Yamashita
[pdf] [supp]
[bibtex]
@InProceedings{Wakai_2021_ICCV, author = {Wakai, Nobuhiko and Yamashita, Takayoshi}, title = {Deep Single Fisheye Image Camera Calibration for Over 180-Degree Projection of Field of View}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1174-1183} }

Generative Models for Multi-Illumination Color Constancy
Partha Das,
Yang Liu,
Sezer Karaoglu,
Theo Gevers
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Das_2021_ICCV, author = {Das, Partha and Liu, Yang and Karaoglu, Sezer and Gevers, Theo}, title = {Generative Models for Multi-Illumination Color Constancy}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1194-1203} }

Efficient Light Transport Acquisition by Coded Illumination and Robust Photometric Stereo by Dual Photography Using Deep Neural Network
Takafumi Iwaguchi,
Hiroshi Kawasaki
[pdf]
[bibtex]
@InProceedings{Iwaguchi_2021_ICCV, author = {Iwaguchi, Takafumi and Kawasaki, Hiroshi}, title = {Efficient Light Transport Acquisition by Coded Illumination and Robust Photometric Stereo by Dual Photography Using Deep Neural Network}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1165-1173} }

Enforcing Temporal Consistency in Video Depth Estimation
Siyuan Li,
Yue Luo,
Ye Zhu,
Xun Zhao,
Yu Li,
Ying Shan
[pdf]
[bibtex]
@InProceedings{Li_2021_ICCV, author = {Li, Siyuan and Luo, Yue and Zhu, Ye and Zhao, Xun and Li, Yu and Shan, Ying}, title = {Enforcing Temporal Consistency in Video Depth Estimation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2021}, pages = {1145-1154} }