WACV 2025 Open Access Repository

4th Workshop on Image/Video/Audio Quality in Computer Vision and Generative AI

DaBiT: Depth and Blur informed Transformer for Video Deblurring: Crispian Morris,

Nantheera Anantrasirichai,

Fan Zhang,

David Bull; [pdf] [supp]
[bibtex]
@InProceedings{Morris_2025_WACV, author = {Morris, Crispian and Anantrasirichai, Nantheera and Zhang, Fan and Bull, David}, title = {DaBiT: Depth and Blur informed Transformer for Video Deblurring}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {315-325} }
Sparse Mixture-of-Experts for Non-Uniform Noise Reduction in MRI Images: Zeyun Deng,

Joseph Campbell; [pdf] [arXiv]
[bibtex]
@InProceedings{Deng_2025_WACV, author = {Deng, Zeyun and Campbell, Joseph}, title = {Sparse Mixture-of-Experts for Non-Uniform Noise Reduction in MRI Images}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {297-305} }
SST-EM: Advanced Metrics for Evaluating Semantic Spatial and Temporal Aspects in Video Editing: Varun Biyyala,

Bharat Chanderprakash Kathuria,

Jialu Li,

Youshan Zhang; [pdf]
[bibtex]
@InProceedings{Biyyala_2025_WACV, author = {Biyyala, Varun and Kathuria, Bharat Chanderprakash and Li, Jialu and Zhang, Youshan}, title = {SST-EM: Advanced Metrics for Evaluating Semantic Spatial and Temporal Aspects in Video Editing}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {259-268} }
Confident Pseudo-labeled Diffusion Augmentation for Canine Cardiomegaly Detection: Shiman Zhang,

Lakshmikar Polamreddy,

Youshan Zhang; [pdf] [arXiv]
[bibtex]
@InProceedings{Zhang_2025_WACV, author = {Zhang, Shiman and Polamreddy, Lakshmikar and Zhang, Youshan}, title = {Confident Pseudo-labeled Diffusion Augmentation for Canine Cardiomegaly Detection}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {269-278} }
Revealing Palimpsests with Latent Diffusion Models: A Generative Approach to Image Inpainting and Handwriting Reconstruction: Mahdi Jampour; [pdf]
[bibtex]
@InProceedings{Jampour_2025_WACV, author = {Jampour, Mahdi}, title = {Revealing Palimpsests with Latent Diffusion Models: A Generative Approach to Image Inpainting and Handwriting Reconstruction}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {279-286} }
PQD: Post-training Quantization for Efficient Diffusion Models: Jiaojiao Ye,

Zhen Wang,

Linnan Jiang; [pdf] [arXiv]
[bibtex]
@InProceedings{Ye_2025_WACV, author = {Ye, Jiaojiao and Wang, Zhen and Jiang, Linnan}, title = {PQD: Post-training Quantization for Efficient Diffusion Models}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {150-156} }
Quantifying Generative Stability: Mode Collapse Entropy Score for Mode Diversity Evaluation: Jens Duym,

José Antonio Oramas Mogrovejo,

Ali Anwar; [pdf] [supp]
[bibtex]
@InProceedings{Duym_2025_WACV, author = {Duym, Jens and Mogrovejo, Jos\'e Antonio Oramas and Anwar, Ali}, title = {Quantifying Generative Stability: Mode Collapse Entropy Score for Mode Diversity Evaluation}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {187-196} }
Improving Human Pose-Conditioned Generation: Fine-tuning ControlNet Models with Reinforcement Learning: Jeonghwan Lee,

Heywon Yun,

Jimin Kim,

Homa Fashandi; [pdf] [supp]
[bibtex]
@InProceedings{Lee_2025_WACV, author = {Lee, Jeonghwan and Yun, Heywon and Kim, Jimin and Fashandi, Homa}, title = {Improving Human Pose-Conditioned Generation: Fine-tuning ControlNet Models with Reinforcement Learning}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {140-149} }
LS-GAN: Human Motion Synthesis with Latent-space GANs: Avinash Amballa,

Gayathri Akkinapalli,

Vinitra Muralikrishnan; [pdf]
[bibtex]
@InProceedings{Amballa_2025_WACV, author = {Amballa, Avinash and Akkinapalli, Gayathri and Muralikrishnan, Vinitra}, title = {LS-GAN: Human Motion Synthesis with Latent-space GANs}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {326-335} }
High-Fidelity 4x Neural Reconstruction of Real-time Path Traced Images: Zhiqiang Lao,

Yu Guo,

Xiyun Song,

Yubin Zhou,

Zongfang Lin,

Heather Yu,

Liang Peng; [pdf]
[bibtex]
@InProceedings{Lao_2025_WACV, author = {Lao, Zhiqiang and Guo, Yu and Song, Xiyun and Zhou, Yubin and Lin, Zongfang and Yu, Heather and Peng, Liang}, title = {High-Fidelity 4x Neural Reconstruction of Real-time Path Traced Images}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {157-166} }
TE-NeRF: Triplane-Enhanced Neural Radiance Field for Artifact-Free Human Rendering: Sadia Mubashshira,

Kevin Desai; [pdf]
[bibtex]
@InProceedings{Mubashshira_2025_WACV, author = {Mubashshira, Sadia and Desai, Kevin}, title = {TE-NeRF: Triplane-Enhanced Neural Radiance Field for Artifact-Free Human Rendering}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {238-247} }
Mahalanobis k-NN: A Statistical Lens for Robust Point-Cloud Registrations: Tejas Anvekar,

Shivanand Venkanna Sheshappanavar; [pdf]
[bibtex]
@InProceedings{Anvekar_2025_WACV, author = {Anvekar, Tejas and Sheshappanavar, Shivanand Venkanna}, title = {Mahalanobis k-NN: A Statistical Lens for Robust Point-Cloud Registrations}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {130-139} }
IP-FaceDiff: Identity-Preserving Facial Video Editing with Diffusion: Tharun Anand,

Aryan Garg,

Kaushik Mitra; [pdf]
[bibtex]
@InProceedings{Anand_2025_WACV, author = {Anand, Tharun and Garg, Aryan and Mitra, Kaushik}, title = {IP-FaceDiff: Identity-Preserving Facial Video Editing with Diffusion}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {248-258} }
HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction: Shaurya Rathore,

Aravind Shenoy,

Krish Didwania,

Aditya Kasliwal,

Ujjwal Verma; [pdf] [arXiv]
[bibtex]
@InProceedings{Rathore_2025_WACV, author = {Rathore, Shaurya and Shenoy, Aravind and Didwania, Krish and Kasliwal, Aditya and Verma, Ujjwal}, title = {HipyrNet: Hypernet-Guided Feature Pyramid network for mixed-exposure correction}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {306-314} }
Unsupervised Generative Approach for Anomaly Detection to Enhance the Quality of Unseen Medical Datasets: Zhemin Zhang,

Bhavika Patel,

Bhavik Patel,

Imon Banerjee; [pdf]
[bibtex]
@InProceedings{Zhang_2025_WACV, author = {Zhang, Zhemin and Patel, Bhavika and Patel, Bhavik and Banerjee, Imon}, title = {Unsupervised Generative Approach for Anomaly Detection to Enhance the Quality of Unseen Medical Datasets}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {287-296} }
Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images: Dennis Menn,

Feng Liang,

Hung-Yueh Chiang,

Diana Marculescu; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Menn_2025_WACV, author = {Menn, Dennis and Liang, Feng and Chiang, Hung-Yueh and Marculescu, Diana}, title = {Similarity Trajectories: Linking Sampling Process to Artifacts in Diffusion-Generated Images}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {197-206} }
Lights Camera Matching: The Role of Image Illumination in Fair Face Recognition: Gabriella Pangelinan,

Grace Bezold,

Haiyu Wu,

Michael C King,

Kevin W Bowyer; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Pangelinan_2025_WACV, author = {Pangelinan, Gabriella and Bezold, Grace and Wu, Haiyu and King, Michael C and Bowyer, Kevin W}, title = {Lights Camera Matching: The Role of Image Illumination in Fair Face Recognition}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {177-186} }
Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion: Hao Wang,

Xiwen Chen,

Ashish Bastola,

Jiayou Qin,

Abolfazl Razi; [pdf] [arXiv]
[bibtex]
@InProceedings{Wang_2025_WACV, author = {Wang, Hao and Chen, Xiwen and Bastola, Ashish and Qin, Jiayou and Razi, Abolfazl}, title = {Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {228-237} }
A Distortion Aware Image Quality Assessment Model: Ha Thu Nguyen,

Katrien De Moor,

Mohamed-Chaker Larabi,

Seyed Ali Amirshahi; [pdf]
[bibtex]
@InProceedings{Nguyen_2025_WACV, author = {Nguyen, Ha Thu and De Moor, Katrien and Larabi, Mohamed-Chaker and Amirshahi, Seyed Ali}, title = {A Distortion Aware Image Quality Assessment Model}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {207-216} }
LatentPS: Image Editing Using Latent Representations in Diffusion Models: Zilong Wu,

Hideki Murata,

Nayu Takahashi,

Qiyu Wu,

Yoshimasa Tsuruoka; [pdf]
[bibtex]
@InProceedings{Wu_2025_WACV, author = {Wu, Zilong and Murata, Hideki and Takahashi, Nayu and Wu, Qiyu and Tsuruoka, Yoshimasa}, title = {LatentPS: Image Editing Using Latent Representations in Diffusion Models}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {167-176} }
Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion Strategies: Shrey Vishen,

Jatin Sarabu,

Saurav Kumar,

Chinmay Bharathulwar,

Rithwick Lakshmanan,

Vishnu Srinivas; [pdf] [arXiv]
[bibtex]
@InProceedings{Vishen_2025_WACV, author = {Vishen, Shrey and Sarabu, Jatin and Kumar, Saurav and Bharathulwar, Chinmay and Lakshmanan, Rithwick and Srinivas, Vishnu}, title = {Advancing Super-Resolution in Neural Radiance Fields via Variational Diffusion Strategies}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {336-343} }
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling: Sai Tarun Inaganti,

Gennady Petrenko; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Inaganti_2025_WACV, author = {Inaganti, Sai Tarun and Petrenko, Gennady}, title = {MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling}, booktitle = {Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops}, month = {February}, year = {2025}, pages = {217-227} }