Proceedings Papers
Papers accepted by this workshop will be published in the conference proceedings.
Computer Vision/CORE Unranked
WVAQ 2027
6th Workshop on Image/Video/Audio Quality Assessment in Computer Vision, VLM and Diffusion Model
The 6th Workshop on Image/Video/Audio Quality Assessment in Computer Vision, VLM and Diffusion Model (WVAQ 2027) at WACV 2027 focuses on the impact of quality degradation in visual, audio, and multi-modal systems, particularly in the context of generative AI. It aims to advance research on assessment, mitigation, and improvement techniques for image, video, and audio quality across applications from streaming and autonomous systems to diffusion models and hallucination detection.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Key Topics
Impact of image/video/audio quality in traditional machine learning and computer vision use cases such as object detection, segmentation, tracking, and recognitionAnalyze, model and learn the quality impact from image/video/audio acquisition, compression, transcoding, transmission, decoding, rendering, and/or displayTechniques used to improve image/video/audio quality: brightening, color adjustment, sharpening, inpainting, deblurring, denoising, de-hazing, deraining, demosaicingRemoving artifacts such as shadows, glare, and reflectionsResolution, frame rate, color gamut, dynamic range (SDR vs. HDR)Noise/echo cancellation, speech enhancementNovel image/video/audio quality assessment methodologies: full reference, reduced-reference, and non-referenceImpact of image/video/audio quality in multi-modal use casesEvaluate image/video/audio quality produced by generative AIEvaluate the hallucination effects in image and video super-resolution and restoration using diffusion modelsTechniques to measure the quality consistency across different types of content in video (such as ads, movies, streamed content, etc.)Datasets, statistics, and theory of image/video/audio qualityResearch, applications and system development of the above
Policies worth checking twice
- All submissions should follow the same template as for the main WACV 2027 conference
- Submissions must be made via the OpenReview link provided on the workshop website
- Papers accepted by this workshop will be published in the conference proceedings
- In addition to technical quality and novelty, the organizing committee will consider responsible research practices and potential societal impact during the review process
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026