Cover Image

Observer-Usable Information as a Task-specific Image Quality Metric

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lu, Changjie, Sengupta, Sourya, Li, Hua, Anastasio, Mark A.
Format:	Preprint
Published:	2025
Subjects:	Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers
by: Sengupta, Sourya, et al.
Published: (2023)

On the Utility of Virtual Staining for Downstream Applications as it relates to Task Network Capacity
by: Sengupta, Sourya, et al.
Published: (2025)

Synthetic Volumetric Data Generation Enables Zero-Shot Generalization of Foundation Models in 3D Medical Image Segmentation
by: Chakrabarty, Satrajit, et al.
Published: (2026)

Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
by: Li, Kaiyan, et al.
Published: (2025)

Is SAM 2 Better than SAM in Medical Image Segmentation?
by: Sengupta, Sourya, et al.
Published: (2024)

Prior-guided Diffusion Model for Cell Segmentation in Quantitative Phase Imaging
by: Shao, Zhuchen, et al.
Published: (2024)

ProxNF: Neural Field Proximal Training for High-Resolution 4D Dynamic Image Reconstruction
by: Lozenski, Luke, et al.
Published: (2024)

Learned Correction Methods for Ultrasound Computed Tomography Imaging Using Simplified Physics Models
by: Lozenski, Luke, et al.
Published: (2025)

Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures
by: Lozenski, Luke, et al.
Published: (2024)

Revisiting the joint estimation of initial pressure and speed-of-sound distributions in photoacoustic computed tomography with consideration of canonical object constraints
by: Jeong, Gangwon, et al.
Published: (2024)

Deep Feature-specific Imaging
by: Lu, Yizhou, et al.
Published: (2025)

Investigating the Use of Traveltime and Reflection Tomography for Deep Learning-Based Sound-Speed Estimation in Ultrasound Computed Tomography
by: Jeong, Gangwon, et al.
Published: (2023)

Similarity and Quality Metrics for MR Image-To-Image Translation
by: Dohmen, Melanie, et al.
Published: (2024)

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models
by: Tivnan, Matthew, et al.
Published: (2024)

Defining Robust Ultrasound Quality Metrics via an Ultrasound Foundation Model
by: Huang, Ziyang, et al.
Published: (2026)

Identifying Functional Brain Networks of Spatiotemporal Wide-Field Calcium Imaging Data via a Long Short-Term Memory Autoencoder
by: Zhang, Xiaohui, et al.
Published: (2024)

Encoder-Quantization-Motion-based Video Quality Metrics
by: Chen, Yixu, et al.
Published: (2024)

SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data
by: Sengupta, Sourya, et al.
Published: (2025)

ODVista: An Omnidirectional Video Dataset for super-resolution and Quality Enhancement Tasks
by: Telili, Ahmed, et al.
Published: (2024)

Evaluating Video Quality Metrics for Neural and Traditional Codecs using 4K/UHD-1 Videos
by: Herb, Benjamin, et al.
Published: (2025)

Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
by: Xun, Siyi, et al.
Published: (2024)

Breaking the Multi-Enhancement Bottleneck: Domain-Consistent Quality Enhancement for Compressed Images
by: Xing, Qunliang, et al.
Published: (2025)

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics
by: Gushchin, Alexander, et al.
Published: (2024)

CloudBrain-ReconAI: An Online Platform for MRI Reconstruction and Image Quality Evaluation
by: Zhou, Yirong, et al.
Published: (2022)

Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data
by: Zhang, Xiaohui, et al.
Published: (2024)

Portable Medical Imaging in Modern Healthcare: Fundamentals, AI-Based Taxonomy, Image Quality, and Open Challenges
by: Habchi, Yassine, et al.
Published: (2026)

High-Quality and Large-Scale Image Downscaling for Modern Display Devices
by: Mitra, Suvrojit, et al.
Published: (2025)

MarsQE: Semantic-Informed Quality Enhancement for Compressed Martian Image
by: Liu, Chengfeng, et al.
Published: (2024)

GSBIQA: Green Saliency-guided Blind Image Quality Assessment Method
by: Mei, Zhanxuan, et al.
Published: (2024)

A Memory-Efficient Dynamic Image Reconstruction Method using Neural Fields
by: Lozenski, Luke, et al.
Published: (2022)

Task-Oriented Semantic Communication for Stereo-Vision 3D Object Detection
by: Cao, Zijian, et al.
Published: (2025)

Large-Scale Deployment and Analytical Implications of Structured Quality Control in Diffusion Magnetic Resonance Imaging
by: Kim, Michael E., et al.
Published: (2026)

Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging
by: Amar, Ariel, et al.
Published: (2025)

Federal Learning Framework for Quality Evaluation of Blastomere Cleavage
by: Wang, Jung-Hua, et al.
Published: (2024)

BSoNet: Deep Learning Solution for Optimizing Image Quality of Portable Backscatter Imaging Systems
by: Li, Linxuan, et al.
Published: (2026)

Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts
by: Cui, Han, et al.
Published: (2024)

Enhanced Quality Aware-Scalable Underwater Image Compression
by: Zhu, Linwei, et al.
Published: (2025)

Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI
by: Cicimen, Alp G., et al.
Published: (2024)

Vision-Inspired Image Quality Assessment for Radar-Based Human Activity Representations
by: Trinh, Huy, et al.
Published: (2026)

USFM: A Universal Ultrasound Foundation Model Generalized to Tasks and Organs towards Label Efficient Image Analysis
by: Jiao, Jing, et al.
Published: (2023)