Cover Image

Self-supervised conformal prediction for uncertainty quantification in Poisson imaging problems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Amougou, Bernardin Tamo, Pereyra, Marcelo, Pascal, Barbara
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Self-supervised Deep Learning for Denoising in Ultrasound Microvascular Imaging
by: Huang, Lijie, et al.
Published: (2025)

Surrogate-based cross-correlation for particle image velocimetry
by: Lee, Yong, et al.
Published: (2021)

Sim2Real SAR Image Restoration: Metadata-Driven Models for Joint Despeckling and Sidelobes Reduction
by: De Paepe, Antoine, et al.
Published: (2026)

Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation
by: Huang, Ling, et al.
Published: (2023)

Enhancing image quality prediction with self-supervised visual masking
by: Çoğalan, Uğur, et al.
Published: (2023)

Connecting Joint-Embedding Predictive Architecture with Contrastive Self-supervised Learning
by: Mo, Shentong, et al.
Published: (2024)

An automatic counting algorithm for the quantification and uncertainty analysis of the number of microglial cells trainable in small and heterogeneous datasets
by: Martino, L., et al.
Published: (2026)

Vision Transformer Based Semantic Communications for Next Generation Wireless Networks
by: Mohsin, Muhammad Ahmed, et al.
Published: (2025)

DWTGS: Rethinking Frequency Regularization for Sparse-view 3D Gaussian Splatting
by: Nguyen, Hung, et al.
Published: (2025)

A UAV-Based VNIR Hyperspectral Benchmark Dataset for Landmine and UXO Detection
by: Lekhak, Sagar, et al.
Published: (2025)

Score-Based Turbo Message Passing for Plug-and-Play Compressive Image Recovery
by: Cai, Chang, et al.
Published: (2025)

Tunable Wavelet Unit based Convolutional Neural Network in Optical Coherence Tomography Analysis Enhancement for Classifying Type of Epiretinal Membrane Surgery
by: Le, An, et al.
Published: (2025)

Benchmarking ResNet for Short-Term Hypoglycemia Classification with DiaData
by: Cinar, Beyza, et al.
Published: (2025)

Preprocessing Algorithm Leveraging Geometric Modeling for Scale Correction in Hyperspectral Images for Improved Unmixing Performance
by: Sumanasekara, Praveen, et al.
Published: (2025)

Mamba-FCS: Joint Spatio- Frequency Feature Fusion, Change-Guided Attention, and SeK Loss for Enhanced Semantic Change Detection in Remote Sensing
by: Wijenayake, Buddhi, et al.
Published: (2025)

Biorthogonal Tunable Wavelet Unit with Lifting Scheme in Convolutional Neural Network
by: Le, An, et al.
Published: (2025)

Fundus2Globe: Generative AI-Driven 3D Digital Twins for Personalized Myopia Management
by: Shi, Danli, et al.
Published: (2025)

Automotive Elevation Mapping with Interferometric Synthetic Aperture Radar
by: Kabuli, Leyla A., et al.
Published: (2025)

Early detection of diabetes through transfer learning-based eye (vision) screening and improvement of machine learning model performance and advanced parameter setting algorithms
by: Yousefi, Mohammad Reza, et al.
Published: (2025)

Semantic Communications with Computer Vision Sensing for Edge Video Transmission
by: Peng, Yubo, et al.
Published: (2025)

SplineSplat: 3D Ray Tracing for Higher-Quality Tomography
by: Haouchat, Youssef, et al.
Published: (2025)

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work
by: Walsh, Harry, et al.
Published: (2025)

Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing
by: Zhang, Hang, et al.
Published: (2025)

SPC to 3D: Novel View Synthesis from Binary SPC via I2I translation
by: Sharma, Sumit, et al.
Published: (2025)

Multiple-Particle Autofocusing Algorithm Using Axial Resolution and Morphological Analyses Based on Digital Holography
by: Li, Wei-Na, et al.
Published: (2025)

WaveletGaussian: Wavelet-domain Diffusion for Sparse-view 3D Gaussian Object Reconstruction
by: Nguyen, Hung, et al.
Published: (2025)

HoloMine: A Synthetic Dataset for Buried Landmines Recognition using Microwave Holographic Imaging
by: Vivoli, Emanuele, et al.
Published: (2025)

PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport
by: Guo, Tian, et al.
Published: (2025)

Implementation of Licensed Plate Detection and Noise Removal in Image Processing
by: Gao, Yiquan
Published: (2026)

OmniCount: Multi-label Object Counting with Semantic-Geometric Priors
by: Mondal, Anindya, et al.
Published: (2024)

Dimensional Coactivation for Representational Consistency in Frozen Vision Foundation Models
by: Saddik, Izaldein Al-Zyoud Abdulmotaleb El
Published: (2026)

Compressive Recovery of Signals Defined on Perturbed Graphs
by: Ghosh, Sabyasachi, et al.
Published: (2024)

A CUBS-Compatible Ultrasound Morphology and Uncertainty-Aware Baseline for Carotid Intima-Media Segmentation and Preliminary Risk Prediction
by: Aueawatthanaphisut, Aueaphum
Published: (2026)

Decomposition, Compression, and Synthesis (DCS)-based Video Coding: A Neural Exploration via Resolution-Adaptive Learning
by: Lu, Ming, et al.
Published: (2020)

Integration of Communication and Computational Imaging
by: Yu, Zhenming, et al.
Published: (2024)

Deep Learning Based Speckle Filtering for Polarimetric SAR Images. Application to Sentinel-1
by: Mestre-Quereda, Alejandro, et al.
Published: (2024)

LUM-ViT: Learnable Under-sampling Mask Vision Transformer for Bandwidth Limited Optical Signal Acquisition
by: Liu, Lingfeng, et al.
Published: (2024)

Learnable Multi-level Discrete Wavelet Transforms for 3D Gaussian Splatting Frequency Modulation
by: Nguyen, Hung, et al.
Published: (2026)

Gridless 2D Recovery of Lines using the Sliding Frank-Wolfe Algorithm
by: Polisano, Kévin, et al.
Published: (2024)

Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets
by: Pan, Hongyi, et al.
Published: (2023)