Cover Image

Foundation Models Boost Low-Level Perceptual Similarity Metrics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ghildyal, Abhijay, Barman, Nabajeet, Zadtootaghaj, Saman
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MSLIQA: Enhancing Learning Representations for Image Quality Assessment through Multi-Scale Learning
by: Avanaki, Nasim Jamshidi, et al.
Published: (2024)

LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model
by: Avanaki, Nasim Jamshidi, et al.
Published: (2024)

Non-Aligned Reference Image Quality Assessment for Novel View Synthesis
by: Ghildyal, Abhijay, et al.
Published: (2025)

Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities
by: Ghildyal, Abhijay, et al.
Published: (2024)

VideoGameQA-Bench: Evaluating Vision-Language Models for Video Game Quality Assurance
by: Taesiri, Mohammad Reza, et al.
Published: (2025)

TRIQA: Image Quality Assessment by Contrastive Pretraining on Ordered Distortion Triplets
by: Sureddi, Rajesh, et al.
Published: (2025)

AIM 2024 Challenge on UHD Blind Photo Quality Assessment
by: Hosu, Vlad, et al.
Published: (2024)

RESP: Reference-guided Sequential Prompting for Visual Glitch Detection in Video Games
by: Yu, Yakun, et al.
Published: (2026)

WP-CLIP: Leveraging CLIP to Predict Wölfflin's Principles in Visual Art
by: Ghildyal, Abhijay, et al.
Published: (2025)

TempGlitch: Evaluating Vision-Language Models for Temporal Glitch Detection in Gameplay Videos
by: Yu, Yakun, et al.
Published: (2026)

PerFace: Metric Learning in Perceptual Facial Similarity for Enhanced Face Anonymization
by: Kumagai, Haruka, et al.
Published: (2025)

LipSim: A Provably Robust Perceptual Similarity Metric
by: Ghazanfari, Sara, et al.
Published: (2023)

A new Image Similarity Metric for a Perceptual and Transparent Geometric and Chromatic Assessment
by: Di Marino, Antonio, et al.
Published: (2026)

Structured Uncertainty Similarity Score (SUSS): Learning a Probabilistic, Interpretable, Perceptual Metric Between Images
by: Seidler, Paula, et al.
Published: (2025)

Boosting Latent Diffusion with Perceptual Objectives
by: Berrada, Tariq, et al.
Published: (2024)

Beyond Fidelity: Semantic Similarity Assessment in Low-Level Image Processing
by: Wang, Runjie, et al.
Published: (2026)

Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics
by: Ghazanfari, Sara, et al.
Published: (2024)

Guidance for Low-Level Perceptual Editing in Unconditional Diffusion Models
by: Modi, Shreyansh, et al.
Published: (2026)

MILO: A Lightweight Perceptual Quality Metric for Image and Latent-Space Optimization
by: Çoğalan, Uğur, et al.
Published: (2025)

Reasoning and Learning a Perceptual Metric for Self-Training of Reflective Objects in Bin-Picking with a Low-cost Camera
by: Ni, Peiyuan, et al.
Published: (2025)

A Comparative Study of Perceptual Quality Metrics for Audio-driven Talking Head Videos
by: Zhang, Weixia, et al.
Published: (2024)

Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics
by: Croce, Francesco, et al.
Published: (2025)

Low-Light Image Enhancement via Generative Perceptual Priors
by: Zhou, Han, et al.
Published: (2024)

Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder
by: Zhang, Tianyu, et al.
Published: (2025)

Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric
by: Wan, Zhaolin, et al.
Published: (2025)

Benchmarking Image Similarity Metrics for Novel View Synthesis Applications
by: Wickrema, Charith, et al.
Published: (2025)

Visual Explanation via Similar Feature Activation for Metric Learning
by: Liao, Yi, et al.
Published: (2025)

Hierarchical Vector-Quantized Latents for Perceptual Low-Resolution Video Compression
by: Kotthapalli, Manikanta, et al.
Published: (2025)

Disruptive Attacks on Face Swapping via Low-Frequency Perceptual Perturbations
by: Huang, Mengxiao, et al.
Published: (2025)

Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
by: Mylonas, Stelios, et al.
Published: (2025)

Context-Aware Palmprint Recognition via a Relative Similarity Metric
by: Brisley, Trinnhallen, et al.
Published: (2025)

Perceptual Scales Predicted by Fisher Information Metrics
by: Vacher, Jonathan, et al.
Published: (2023)

D-PerceptCT: Deep Perceptual Enhancement for Low-Dose CT Images
by: Nabila, Taifour Yousra, et al.
Published: (2025)

Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
by: Zhou, Hongbi, et al.
Published: (2025)

Perceptual Classifiers: Detecting Generative Images using Perceptual Features
by: Durbha, Krishna Srikar, et al.
Published: (2025)

Boosting Monocular Metric Depth Estimation via Bokeh Rendering
by: Zhang, Hangwei, et al.
Published: (2025)

Low-Resource Vision Challenges for Foundation Models
by: Zhang, Yunhua, et al.
Published: (2024)

Boosting Salient Object Detection with Knowledge Distillated from Large Foundation Models
by: He, Miaoyang, et al.
Published: (2025)

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation
by: Barreiro, Víctor, et al.
Published: (2026)

Textured Geometry Evaluation: Perceptual 3D Textured Shape Metric via 3D Latent-Geometry Network
by: Luan, Tianyu, et al.
Published: (2025)