Cover Image

MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yamac, Mehmet, Xu, Lei, Kiranyaz, Serkan, Gabbouj, Moncef
Format:	Preprint
Published:	2026
Subjects:	Image and Video Processing Artificial Intelligence Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Expert Operational GANS: Towards Real-Color Underwater Image Restoration
by: Devecioglu, Ozer Can, et al.
Published: (2025)

Representation Based Regression for Object Distance Estimation
by: Ahishali, Mete, et al.
Published: (2021)

Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing
by: Yamaç, Mehmet, et al.
Published: (2025)

Progressive Transfer Learning for Multi-Pass Fundus Image Restoration
by: Phan, Uyen, et al.
Published: (2025)

Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images
by: Yamac, Mehmet, et al.
Published: (2020)

Advance Warning Methodologies for COVID-19 using Chest X-Ray Images
by: Ahishali, Mete, et al.
Published: (2020)

Blind Underwater Image Restoration using Co-Operational Regressor Networks
by: Devecioglu, Ozer Can, et al.
Published: (2024)

Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing
by: Yamac, Mehmet, et al.
Published: (2019)

OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images
by: Degerli, Aysen, et al.
Published: (2022)

Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing
by: Yamac, Mehmet, et al.
Published: (2020)

COVID-19 Infection Map Generation and Detection from Chest X-Ray Images
by: Degerli, Aysen, et al.
Published: (2020)

SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography
by: Adalioglu, Ilke, et al.
Published: (2023)

Reliable COVID-19 Detection Using Chest X-ray Images
by: Degerli, Aysen, et al.
Published: (2021)

Channel-wise Feature Decorrelation for Enhanced Learned Image Compression
by: Pakdaman, Farhad, et al.
Published: (2024)

Early Myocardial Infarction Detection over Multi-view Echocardiography
by: Degerli, Aysen, et al.
Published: (2021)

R2C-GAN: Restore-to-Classify Generative Adversarial Networks for Blind X-Ray Restoration and COVID-19 Classification
by: Ahishali, Mete, et al.
Published: (2022)

Perceptual Learned Image Compression via End-to-End JND-Based Optimization
by: Pakdaman, Farhad, et al.
Published: (2024)

High-Frequency Enhanced Hybrid Neural Representation for Video Compression
by: Yu, Li, et al.
Published: (2024)

Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets
by: Xu, Lei, et al.
Published: (2024)

Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs
by: Xie, Yuxin, et al.
Published: (2024)

Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection
by: Kiranyaz, Serkan, et al.
Published: (2020)

Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration
by: Adalioglu, Ilke, et al.
Published: (2024)

Operational Support Estimator Networks
by: Ahishali, Mete, et al.
Published: (2023)

Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes
by: Entok, Umut Cem, et al.
Published: (2024)

Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging
by: Penninga, Simon W., et al.
Published: (2025)

Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss
by: Yu, Li, et al.
Published: (2024)

Improved Active Fire Detection using Operational U-Nets
by: Devecioglu, Ozer Can, et al.
Published: (2023)

Multiscale Augmented Normalizing Flows for Image Compression
by: Windsheimer, Marc, et al.
Published: (2023)

Practical Compact Deep Compressed Sensing
by: Chen, Bin, et al.
Published: (2024)

Deep Network for Image Compressed Sensing Coding Using Local Structural Sampling
by: Cui, Wenxue, et al.
Published: (2024)

WTDUN: Wavelet Tree-Structured Sampling and Deep Unfolding Network for Image Compressed Sensing
by: Han, Kai, et al.
Published: (2024)

Real-Time Compressed Sensing for Joint Hyperspectral Image Transmission and Restoration for CubeSat
by: Hsu, Chih-Chung, et al.
Published: (2024)

Single Image Compressed Sensing MRI via a Self-Supervised Deep Denoising Approach
by: Lorenzana, Marlon Bran, et al.
Published: (2023)

A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance
by: Yamaç, Mehmet, et al.
Published: (2022)

RGB to Hyperspectral: Spectral Reconstruction for Enhanced Surgical Imaging
by: Czempiel, Tobias, et al.
Published: (2024)

Dynamic Path-Controllable Deep Unfolding Network for Compressive Sensing
by: Song, Jiechong, et al.
Published: (2023)

Compressive Imaging Reconstruction via Tensor Decomposed Multi-Resolution Grid Encoding
by: Jin, Zhenyu, et al.
Published: (2025)

Image Demoireing in RAW and sRGB Domains
by: Xu, Shuning, et al.
Published: (2023)

MTS-Net: Dual-Enhanced Positional Multi-Head Self-Attention for 3D CT Diagnosis of May-Thurner Syndrome
by: Huang, Yixin, et al.
Published: (2024)

Task-Aware Encoder Control for Deep Video Compression
by: Ge, Xingtong, et al.
Published: (2024)