Video/Audio Quality in Computer Vision


DILIE: Deep Internal Learning for Image Enhancement
Indra Deep Mastan,
Shanmuganathan Raman,
Prajwal Singh
[pdf]
[bibtex]
@InProceedings{Mastan_2022_WACV, author = {Mastan, Indra Deep and Raman, Shanmuganathan and Singh, Prajwal}, title = {DILIE: Deep Internal Learning for Image Enhancement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {24-33} }

Improved EDVR Model for Robust and Efficient Video Super-Resolution
Yulin Huang,
Junying Chen
[pdf]
[bibtex]
@InProceedings{Huang_2022_WACV, author = {Huang, Yulin and Chen, Junying}, title = {Improved EDVR Model for Robust and Efficient Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {103-111} }

Utilizing Network Features To Detect Erroneous Inputs
Matt Gorbett,
Nathaniel Blanchard
[pdf]
[bibtex]
@InProceedings{Gorbett_2022_WACV, author = {Gorbett, Matt and Blanchard, Nathaniel}, title = {Utilizing Network Features To Detect Erroneous Inputs}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {34-43} }

Task Adaptive Network for Image Restoration With Combined Degradation Factors
Jingyuan Zhou,
Chaktou Leong,
Minyi Lin,
Wantong Liao,
Congduan Li
[pdf]
[bibtex]
@InProceedings{Zhou_2022_WACV, author = {Zhou, Jingyuan and Leong, Chaktou and Lin, Minyi and Liao, Wantong and Li, Congduan}, title = {Task Adaptive Network for Image Restoration With Combined Degradation Factors}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {1-8} }

Image Quality Assessment Using Synthetic Images
Pavan C. Madhusudana,
Neil Birkbeck,
Yilin Wang,
Balu Adsumilli,
Alan C. Bovik
[pdf]
[bibtex]
@InProceedings{Madhusudana_2022_WACV, author = {Madhusudana, Pavan C. and Birkbeck, Neil and Wang, Yilin and Adsumilli, Balu and Bovik, Alan C.}, title = {Image Quality Assessment Using Synthetic Images}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {93-102} }

FaceQvec: Vector Quality Assessment for Face Biometrics Based on ISO Compliance
Javier Hernandez-Ortega,
Julian Fierrez,
Luis F. Gomez,
Aythami Morales,
Jose Luis Gonzalez-de-Suso,
Francisco Zamora-Martinez
[pdf]
[bibtex]
@InProceedings{Hernandez-Ortega_2022_WACV, author = {Hernandez-Ortega, Javier and Fierrez, Julian and Gomez, Luis F. and Morales, Aythami and Gonzalez-de-Suso, Jose Luis and Zamora-Martinez, Francisco}, title = {FaceQvec: Vector Quality Assessment for Face Biometrics Based on ISO Compliance}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {84-92} }

SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining
Shen Zheng,
Changjie Lu,
Yuxiong Wu,
Gaurav Gupta
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Zheng_2022_WACV, author = {Zheng, Shen and Lu, Changjie and Wu, Yuxiong and Gupta, Gaurav}, title = {SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {52-62} }

Uncertainty Quantification Using Variational Inference for Biomedical Image Segmentation
Abhinav Sagar
[pdf] [arXiv]
[bibtex]
@InProceedings{Sagar_2022_WACV, author = {Sagar, Abhinav}, title = {Uncertainty Quantification Using Variational Inference for Biomedical Image Segmentation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {44-51} }

RainGAN: Unsupervised Raindrop Removal via Decomposition and Composition
Xu Yan,
Yuan Ren Loke
[pdf] [supp]
[bibtex]
@InProceedings{Yan_2022_WACV, author = {Yan, Xu and Loke, Yuan Ren}, title = {RainGAN: Unsupervised Raindrop Removal via Decomposition and Composition}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {14-23} }

Depth Completion Auto-Encoder
Kaiyue Lu,
Nick Barnes,
Saeed Anwar,
Liang Zheng
[pdf]
[bibtex]
@InProceedings{Lu_2022_WACV, author = {Lu, Kaiyue and Barnes, Nick and Anwar, Saeed and Zheng, Liang}, title = {Depth Completion Auto-Encoder}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {63-73} }

A No-Reference Model for Detecting Audio Artifacts Using Pretrained Audio Neural Networks
David Higham,
Ayush Bagla,
Veneta Haralampieva
[pdf]
[bibtex]
@InProceedings{Higham_2022_WACV, author = {Higham, David and Bagla, Ayush and Haralampieva, Veneta}, title = {A No-Reference Model for Detecting Audio Artifacts Using Pretrained Audio Neural Networks}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {9-13} }

Subjective Quality Assessment of User-Generated Content Gaming Videos
Xiangxu Yu,
Zhengzhong Tu,
Zhenqiang Ying,
Alan C. Bovik,
Neil Birkbeck,
Yilin Wang,
Balu Adsumilli
[pdf]
[bibtex]
@InProceedings{Yu_2022_WACV, author = {Yu, Xiangxu and Tu, Zhengzhong and Ying, Zhenqiang and Bovik, Alan C. and Birkbeck, Neil and Wang, Yilin and Adsumilli, Balu}, title = {Subjective Quality Assessment of User-Generated Content Gaming Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2022}, pages = {74-83} }