Cover Image

Assessing invariance to affine transformations in image quality metrics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Alabau-Bosque, Nuria, Daudén-Oliver, Paula, Vila-Tomás, Jorge, Laparra, Valero, Malo, Jesús
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Parameter-Efficient Architectural Modifications for Translation-Invariant CNNs
by: Alabau-Bosque, Nuria, et al.
Published: (2026)

Image Segmentation via Divisive Normalization: dealing with environmental diversity
by: Hernández-Cámara, Pablo, et al.
Published: (2024)

Hues and Cues: Human vs. CLIP
by: Alabau-Bosque, Nuria, et al.
Published: (2025)

Parametric PerceptNet: A bio-inspired deep-net trained for Image Quality Assessment
by: Vila-Tomás, Jorge, et al.
Published: (2024)

Do Vision Transformers See Like Humans? Evaluating their Perceptual Alignment
by: Hernández-Cámara, Pablo, et al.
Published: (2025)

RAID-Database: human Responses to Affine Image Distortions
by: Daudén-Oliver, Paula, et al.
Published: (2024)

The Effect of Perceptual Metrics on Music Representation Learning for Genre Classification
by: Namgyal, Tashi, et al.
Published: (2024)

From Images to Perception: Emergence of Perceptual Properties by Reconstructing Images
by: Hernández-Cámara, Pablo, et al.
Published: (2025)

Contrast Sensitivity in Multimodal Large Language Models: A Psychophysics-Inspired Evaluation
by: Hernández-Cámara, Pablo, et al.
Published: (2025)

On the dynamic evolution of CLIP texture-shape bias and its relationship to human alignment and model robustness
by: Hernández-Cámara, Pablo, et al.
Published: (2025)

Image Statistics Predict the Sensitivity of Perceptual Quality Metrics
by: Hepburn, Alexander, et al.
Published: (2023)

Machine vision-aware quality metrics for compressed image and video assessment
by: Dremin, Mikhail, et al.
Published: (2024)

Adversarial purification for no-reference image-quality metrics: applicability study and new methods
by: Gushchin, Aleksandr, et al.
Published: (2024)

Auto-regressive transformation for image alignment
by: Lee, Kanggeon, et al.
Published: (2025)

Identifying bias in CNN image classification using image scrambling and transforms
by: Erukude, Sai Teja
Published: (2025)

Gabor-guided transformer for single image deraining
by: He, Sijin, et al.
Published: (2024)

Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images
by: Xie, Yakun, et al.
Published: (2024)

Color Names in Vision-Language Models
by: Gomez-Villa, Alexandra, et al.
Published: (2025)

Handwritten Text Recognition: A Survey
by: Garrido-Munoz, Carlos, et al.
Published: (2025)

Self-Supervised Multiview Xray Matching
by: Dabboussi, Mohamad, et al.
Published: (2025)

Seg-metrics: a Python package to compute segmentation metrics
by: Jia, Jingnan, et al.
Published: (2024)

Precise classification of low quality G-banded Chromosome Images by reliability metrics and data pruning classifier
by: Moattari, Mojtaba
Published: (2025)

Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series
by: Dumeur, Iris, et al.
Published: (2024)

Mitigating annotation shift in cancer classification using single image generative models
by: Arcas, Marta Buetas, et al.
Published: (2024)

MaxGlaViT: A novel lightweight vision transformer-based approach for early diagnosis of glaucoma stages from fundus images
by: Yurdakul, Mustafa, et al.
Published: (2025)

A comprehensive study on fidelity metrics for XAI
by: Miró-Nicolau, Miquel, et al.
Published: (2024)

When Algorithms Play Favorites: Lookism in the Generation and Perception of Faces
by: Doh, Miriam, et al.
Published: (2025)

Aesthetics as Structural Harm: Algorithmic Lookism Across Text-to-Image Generation and Classification
by: Doh, Miriam, et al.
Published: (2026)

Happy Young Women, Grumpy Old Men? Emotion-Driven Demographic Biases in Synthetic Face Generation
by: Wei, Mengting, et al.
Published: (2026)

Using deep learning for predicting cleansing quality of colon capsule endoscopy images
by: Sharma, Puneet, et al.
Published: (2026)

MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images
by: Li, Han, et al.
Published: (2025)

DermAI: Clinical dermatology acquisition through quality-driven image collection for AI classification in mobile
by: Bezerra, Thales, et al.
Published: (2025)

Attention-based transformer models for image captioning across languages: An in-depth survey and evaluation
by: Albadarneh, Israa A., et al.
Published: (2025)

Interpreting vision transformers via residual replacement model
by: Kim, Jinyeong, et al.
Published: (2025)

DIPSER: A Dataset for In-Person Student Engagement Recognition in the Wild
by: Marquez-Carpintero, Luis, et al.
Published: (2025)

KAN-Mixers: a new deep learning architecture for image classification
by: Canuto, Jorge Luiz dos Santos, et al.
Published: (2025)

Uncovering local aggregated air quality index with smartphone captured images leveraging efficient deep convolutional neural network
by: Mondal, Joyanta Jyoti, et al.
Published: (2023)

A detection-task-specific deep-learning method to improve the quality of sparse-view myocardial perfusion SPECT images
by: Yang, Zezhang, et al.
Published: (2025)

Uncertainty-aware self-training with expectation maximization basis transformation
by: Wang, Zijia, et al.
Published: (2024)

Weakly supervised multimodal segmentation of acoustic borehole images with depth-aware cross-attention
by: Silva, Jose Luis Lima de Jesus
Published: (2026)