Cover Image

Visual Attention Methods in Deep Learning: An In-Depth Survey

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hassanin, Mohammed, Anwar, Saeed, Radwan, Ibrahim, Khan, Fahad S, Mian, Ajmal
Format:	Preprint
Published:	2022
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image Colorization: A Survey and Dataset
by: Anwar, Saeed, et al.
Published: (2020)

DiffCom: Decoupled Sparse Priors Guided Diffusion Compression for Point Clouds
by: Zhang, Xiaoge, et al.
Published: (2024)

Attention Down-Sampling Transformer, Relative Ranking and Self-Consistency for Blind Image Quality Assessment
by: Alsaafin, Mohammed, et al.
Published: (2024)

NAIMA: Semantics Aware RGB Guided Depth Super-Resolution
by: Nasir, Tayyab, et al.
Published: (2026)

Depth Attention for Robust RGB Tracking
by: Liu, Yu, et al.
Published: (2024)

MSRNet: A Multi-Scale Recursive Network for Camouflaged Object Detection
by: Alghamdi, Leena, et al.
Published: (2025)

Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse Thermography
by: Salah, Mohammed, et al.
Published: (2025)

RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion
by: Li, Zhiyuan, et al.
Published: (2024)

Artificial intelligence techniques in inherited retinal diseases: A review
by: Trinh, Han, et al.
Published: (2024)

MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation
by: Gani, Hanan, et al.
Published: (2024)

Deep Learning Approaches with Explainable AI for Differentiating Alzheimer Disease and Mild Cognitive Impairment
by: Mostafa, Fahad, et al.
Published: (2025)

Multi-modal Medical Image Fusion For Non-Small Cell Lung Cancer Classification
by: Hassan, Salma, et al.
Published: (2024)

On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models
by: Malik, Hashmat Shadab, et al.
Published: (2024)

C3Net: Context-Contrast Network for Camouflaged Object Detection
by: Jan, Baber, et al.
Published: (2025)

UNet with Self-Adaptive Mamba-Like Attention and Causal-Resonance Learning for Medical Image Segmentation
by: Qamar, Saqib, et al.
Published: (2025)

Enhancing Diabetic Retinopathy Classification Accuracy through Dual Attention Mechanism in Deep Learning
by: Hannan, Abdul, et al.
Published: (2025)

MRI Super-Resolution with Deep Learning: A Comprehensive Survey
by: Khateri, Mohammad, et al.
Published: (2025)

Accurate and Efficient Urban Street Tree Inventory with Deep Learning on Mobile Phone Imagery
by: Khan, Asim, et al.
Published: (2024)

Learnable Weight Initialization for Volumetric Medical Image Segmentation
by: Kunhimon, Shahina, et al.
Published: (2023)

UNICON: UNIfied CONtinual Learning for Medical Foundational Models
by: Qazi, Mohammad Areeb, et al.
Published: (2025)

Efficient Bilinear Attention-based Fusion for Medical Visual Question Answering
by: Zhang, Zhilin, et al.
Published: (2024)

Assessing Foundational Medical 'Segment Anything' (Med-SAM1, Med-SAM2) Deep Learning Models for Left Atrial Segmentation in 3D LGE MRI
by: Mehrnia, Mehri, et al.
Published: (2024)

Universal Medical Imaging Model for Domain Generalization with Data Privacy
by: Radwan, Ahmed, et al.
Published: (2024)

Managing Diabetic Retinopathy with Deep Learning: A Data Centric Overview
by: Dey, Shramana, et al.
Published: (2026)

Leveraging Depth Maps and Attention Mechanisms for Enhanced Image Inpainting
by: Park, Jin Hyun, et al.
Published: (2025)

RURANET++: An Unsupervised Learning Method for Diabetic Macular Edema Based on SCSE Attention Mechanisms and Dynamic Multi-Projection Head Clustering
by: Yang, Wei, et al.
Published: (2025)

Linear Attention Based Deep Nonlocal Means Filtering for Multiplicative Noise Removal
by: Siyao, Xiao, et al.
Published: (2024)

A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions
by: Khan, Saddam Hussain, et al.
Published: (2025)

Atmospheric Turbulence Removal with Video Sequence Deep Visual Priors
by: Hill, P., et al.
Published: (2024)

A Systematic Study of Deep Learning Models and xAI Methods for Region-of-Interest Detection in MRI Scans
by: Yiu, Justin, et al.
Published: (2025)

Compressive Feature Selection for Remote Visual Multi-Task Inference
by: Alvar, Saeed Ranjbar, et al.
Published: (2024)

Attention-Enhanced Deep Learning Ensemble for Breast Density Classification in Mammography
by: Sharifian, Peyman, et al.
Published: (2025)

FocDepthFormer: Transformer with latent LSTM for Depth Estimation from Focal Stack
by: Kang, Xueyang, et al.
Published: (2023)

Deep Learning Based Estimation of Blood Glucose Levels from Multidirectional Scleral Blood Vessel Imaging
by: Khan, Muhammad Ahmed, et al.
Published: (2026)

Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images
by: Tai, Chi-en Amy, et al.
Published: (2023)

Dual Hyperspectral Mamba for Efficient Spectral Compressive Imaging
by: Dong, Jiahua, et al.
Published: (2024)

Comparative Analysis of Hyperspectral Image Reconstruction Using Deep Learning for Agricultural and Biological Applications
by: Ahmed, Md. Toukir, et al.
Published: (2024)

Multi-modal Deep Learning
by: Yuhua, Chen
Published: (2024)

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data
by: Lincoln, Soyabul Islam, et al.
Published: (2025)

FA-Net: A Fuzzy Attention-aided Deep Neural Network for Pneumonia Detection in Chest X-Rays
by: Roy, Ayush, et al.
Published: (2024)