posted by organizer: LuigiCelona || 702 views || tracked by 2 users: [display]

NovelIQA 2024 : Novel Approaches to Image Quality Assessment

FacebookTwitterLinkedInGoogle

Link: https://www.mdpi.com/journal/jimaging/special_issues/8CH3QDC89C
 
When Mar 1, 2024 - Oct 31, 2024
Where MDPI Journal of Imaging
Submission Deadline Oct 31, 2024
Categories    special issue   image quality assessment   novel approaches   computer vision
 

Call For Papers

Dear Colleagues,

In the ever-evolving landscape of digital imaging, the demand for accurate and meaningful evaluation of image quality resonates across diverse applications, from medical diagnostics to social media. The importance of robust Image Quality Assessment (IQA) methodologies cannot be overstated in this context. This Special Issue serves as a pivotal platform for showcasing cutting-edge research, driving forward our understanding and methodologies for appraising the perceptual quality of images in an ever-evolving landscape.

Within this collection, articles explore groundbreaking concepts that transcend traditional paradigms, delving into the dichotomy between opinion-aware and unaware IQA. Recognizing the inherent subjectivity in human perception, models that account for this subjectivity are emphasized. Furthermore, the issue addresses the imperative for explainable IQA, enhancing trustworthiness and adoption in real-world applications through improved interpretability of assessment models.

Embracing the dynamism of the field, this Special Issue tackles challenges through innovative lenses, spanning multi-modal IQA, contrastive learning strategies, and self-supervised approaches. Streamlining the assessment process with a focus on efficiency is a key objective, while personalized IQA strategies acknowledge the variability in individual preferences and perceptual thresholds.

Encompassing the evaluation of images generated through various means, from synthesized to enhanced, this issue reflects the breadth of contemporary imaging technologies. With a comprehensive exploration of these areas, we aim to lay the foundation for the future of IQA research, offering insights into emerging challenges and opportunities. The confluence of these novel approaches not only enhances our ability to quantify image quality but also propels the field towards a more nuanced and adaptive era of visual perception assessment.

We invite contributions presenting techniques that will shape the future roadmap of IQA, including methods, tools, and ideas contributing to significantly innovative objectives. Scientifically founded innovative and speculative research lines are welcomed for proposal and evaluation, as we collectively strive to advance the frontier of IQA techniques.

Topics of Interest:
- Image and video quality assessment:
- Full-/Reduced-/No- Reference quality assessment;
- Multi-modal quality assessment;
- Generated content quality assessment.
- Aesthetic assessment of image:
- Personalized aesthetic assessment;
- Multi-modal aesthetic assessment.
- Image enhancement.
- Image/Video memorability assessment.
- Image/Video sentiment analysis.

Keywords
- image quality assessment
- opinion aware/unaware image quality assessment
- explainable image quality assessment
- multi-modal image quality assessment
- contrastive learning for image quality assessment
- self-supervised for image quality assessment
- efficient image quality assessment
- image quality assessment for image enhancement
- image quality assessment of synthetized/generated images
- personalized image quality assessment


Dr. Luigi Celona
Dr. Hanhe Lin
Guest Editors

Related Resources

CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
Philosophical Approaches to Games and Ga 2024   Call For Papers - Philosophical Approaches to Games and Gamification: Ethical, Aesthetic, Technological and Political Perspectives
Dialogical Approaches to the Sphere ‘in 2024   Call For Papers - Dialogical Approaches to the Sphere ‘in-between’ Self and Other: The Methodological Meaning of Listening
IEEE Big Data - MMAI 2024   IEEE Big Data 2024 Workshop on Multimodal AI (Hybrid)
LaCATODA 2024   The Ninth Linguistic and Cognitive Approaches to Dialog Agents
Ei/Scopus-ACAI 2024   2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI 2024)
SPIE-Ei/Scopus-CVCM 2024   2024 5th International Conference on Computer Vision, Communications and Multimedia (CVCM 2024) -EI Compendex
LChange 2024   LChange 2024 : 5th International Workshop on Computational Approaches to Historical Language Change
Humber@TIFA 2024   Resilience, Mattering & Belonging: Interdisciplinary Approaches to Mental Health and Well-Being