Image/Video/Audio Quality in Computer Vision and Generative AI


RealPixVSR: Pixel-Level Visual Representation Informed Super-Resolution of Real-World Videos
Tony Nokap Park,
Yunho Jeon,
Taeyoung Na
[pdf] [supp]
[bibtex]
@InProceedings{Park_2024_WACV, author = {Park, Tony Nokap and Jeon, Yunho and Na, Taeyoung}, title = {RealPixVSR: Pixel-Level Visual Representation Informed Super-Resolution of Real-World Videos}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {421-430} }

HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment
Shreshth Saini,
Avinab Saha,
Alan C. Bovik
[pdf]
[bibtex]
@InProceedings{Saini_2024_WACV, author = {Saini, Shreshth and Saha, Avinab and Bovik, Alan C.}, title = {HIDRO-VQA: High Dynamic Range Oracle for Video Quality Assessment}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {469-479} }

Consolidating Separate Degradations Model via Weights Fusion and Distillation
Dinesh Daultani,
Hugo Larochelle
[pdf]
[bibtex]
@InProceedings{Daultani_2024_WACV, author = {Daultani, Dinesh and Larochelle, Hugo}, title = {Consolidating Separate Degradations Model via Weights Fusion and Distillation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {440-449} }

DeepLIR: Attention-Based Approach for Mask-Based Lensless Image Reconstruction
Arpan Poudel,
Ukash Nakarmi
[pdf]
[bibtex]
@InProceedings{Poudel_2024_WACV, author = {Poudel, Arpan and Nakarmi, Ukash}, title = {DeepLIR: Attention-Based Approach for Mask-Based Lensless Image Reconstruction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {431-439} }

Noise-Free Audio Signal Processing in Noisy Environment: A Hardware and Algorithm Solution
Yarong Feng,
Zongyi Liu,
Shunyan Luo,
Yuan Ling,
Shujing Dong,
Shuyi Wang,
Bruce Ferry
[pdf]
[bibtex]
@InProceedings{Feng_2024_WACV, author = {Feng, Yarong and Liu, Zongyi and Luo, Shunyan and Ling, Yuan and Dong, Shujing and Wang, Shuyi and Ferry, Bruce}, title = {Noise-Free Audio Signal Processing in Noisy Environment: A Hardware and Algorithm Solution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {368-373} }

A Lightweight Generalizable Evaluation and Enhancement Framework for Generative Models and Generated Samples
Ganning Zhao,
Vasileios Magoulianitis,
Suya You,
C.-C. Jay Kuo
[pdf]
[bibtex]
@InProceedings{Zhao_2024_WACV, author = {Zhao, Ganning and Magoulianitis, Vasileios and You, Suya and Kuo, C.-C. Jay}, title = {A Lightweight Generalizable Evaluation and Enhancement Framework for Generative Models and Generated Samples}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {450-459} }

Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification
Aman Bhatta,
Gabriella Pangelinan,
Michael C. King,
Kevin W. Bowyer
[pdf] [arXiv]
[bibtex]
@InProceedings{Bhatta_2024_WACV, author = {Bhatta, Aman and Pangelinan, Gabriella and King, Michael C. and Bowyer, Kevin W.}, title = {Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {412-420} }

Generating Point Cloud Augmentations via Class-Conditioned Diffusion Model
Gulshan Sharma,
Chetan Gupta,
Aastha Agarwal,
Lalit Sharma,
Abhinav Dhall
[pdf]
[bibtex]
@InProceedings{Sharma_2024_WACV, author = {Sharma, Gulshan and Gupta, Chetan and Agarwal, Aastha and Sharma, Lalit and Dhall, Abhinav}, title = {Generating Point Cloud Augmentations via Class-Conditioned Diffusion Model}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {480-488} }

Perceptual Synchronization Scoring of Dubbed Content Using Phoneme-Viseme Agreement
Honey Gupta
[pdf] [supp]
[bibtex]
@InProceedings{Gupta_2024_WACV, author = {Gupta, Honey}, title = {Perceptual Synchronization Scoring of Dubbed Content Using Phoneme-Viseme Agreement}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {392-402} }

AutoCaCoNet: Automatic Cartoon Colorization Network Using Self-Attention GAN, Segmentation, and Color Correction
Seungpeel Lee,
Eunil Park
[pdf]
[bibtex]
@InProceedings{Lee_2024_WACV, author = {Lee, Seungpeel and Park, Eunil}, title = {AutoCaCoNet: Automatic Cartoon Colorization Network Using Self-Attention GAN, Segmentation, and Color Correction}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {403-411} }

Enhancing Surveillance Camera FOV Quality via Semantic Line Detection and Classification With Deep Hough Transform
Andrew Freeman,
Wenjing Shi,
Bin Hwang
[pdf]
[bibtex]
@InProceedings{Freeman_2024_WACV, author = {Freeman, Andrew and Shi, Wenjing and Hwang, Bin}, title = {Enhancing Surveillance Camera FOV Quality via Semantic Line Detection and Classification With Deep Hough Transform}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {374-380} }

A Diffusion-Based Method for Multi-Turn Compositional Image Generation
Chao Wang
[pdf] [supp]
[bibtex]
@InProceedings{Wang_2024_WACV, author = {Wang, Chao}, title = {A Diffusion-Based Method for Multi-Turn Compositional Image Generation}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {381-391} }

Inflation With Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution
Xin Yuan,
Jinoo Baek,
Keyang Xu,
Omer Tov,
Hongliang Fei
[pdf]
[bibtex]
@InProceedings{Yuan_2024_WACV, author = {Yuan, Xin and Baek, Jinoo and Xu, Keyang and Tov, Omer and Fei, Hongliang}, title = {Inflation With Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {489-496} }

Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution
Wen Ma,
Qiuwen Lou,
Arman Kazemi,
Julian Faraone,
Tariq Afzal
[pdf]
[bibtex]
@InProceedings{Ma_2024_WACV, author = {Ma, Wen and Lou, Qiuwen and Kazemi, Arman and Faraone, Julian and Afzal, Tariq}, title = {Super Efficient Neural Network for Compression Artifacts Reduction and Super Resolution}, booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {January}, year = {2024}, pages = {460-468} }