Frontiers in Computer Science

Review

Accepted on 20 May 2025

Challenges and Advancements in Image-based 3D Reconstruction of Large-Scale Urban Environments: A Review of Deep learning and Classical methods

in Computer Vision

Alireza Akhavi Zadegan
Damien Vivet
Amnir Hadachi

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1467103

184 views

Original Research

Published on 01 May 2025

An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields

in Computer Vision

Samy Bakheet
Ayoub Al-Hamadi
Abed Alanazi

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1437084

633 views

Original Research

Published on 24 Apr 2025

A benchmark dataset and methodology for fine grained vehicle make and model classification

in Computer Vision

Sobia Hayee
Fawad Hussain
Muhammad Haroon Yousaf
Muhammad Yasir
Shahzor Ahmad
Serestina Viriri

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1561899

757 views

Original Research

Published on 15 Apr 2025

Multi-model approach for precise lesion localization and severity grading for diabetic retinopathy and age-related macular degeneration

in Computer Vision

Romana Rahman Ema
Pintu Chandra Shill

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1497929

749 views

Editorial

Published on 10 Apr 2025

Editorial: Computer vision and AI in real-world applications: robustness, generalization, and engineering

in Computer Vision

Alessandro Bruno
Pier Luigi Mazzeo
Nicola Strisciuglio
Barbara Hammer
Mingliang Gao

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1585443

1,015 views

Original Research

Published on 10 Apr 2025

Integrating pyramid vision transformer and topological data analysis for brain tumor

in Computer Vision

Dhananjay Joshi
Bhupesh Kumar Singh
Kapil Kumar Nagwanshi
Nitin S. Choubey

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1463006

749 views

Editorial

Published on 09 Apr 2025

Editorial: Geometries of learning

in Computer Vision

Yunye Gong
Pavan Turaga
P. Thomas Fletcher
Ajay Divakaran

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1597931

655 views

Review

Published on 09 Apr 2025

CNN based 2D object detection techniques: a review

in Computer Vision

Badri Raj Lamichhane
Gun Srijuntongsiri
Teerayut Horanont

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1437664

2,930 views

Systematic Review

Published on 01 Apr 2025

Breast cancer diagnosis using radiomics-guided DL/ML model-systematic review and meta-analysis

in Computer Vision

Nazmul Ahasan Maruf
Abdullah Basuhail

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1446270

1,192 views

Original Research

Published on 12 Mar 2025

Enhancing automatic electric vehicle charging: a deep learning approach with YOLO and feature extraction techniques

in Computer Vision

Phasuwut Chunnapiya
Porawat Visutsak

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1505446

936 views

Original Research

Published on 10 Feb 2025

MoNetViT: an efficient fusion of CNN and transformer technologies for visual navigation assistance with multi query attention

in Computer Vision

Liliek Triyono
Rahmat Gernowo
Prayitno

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1510252

799 views

Original Research

Published on 22 Jan 2025

Toward improving precision and complexity of transformer-based cost-sensitive learning models for plant disease detection

in Computer Vision

Manh-Tuan Do
Manh-Hung Ha
Duc-Chinh Nguyen
Oscal Tzyh-Chiang Chen

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1480481

996 views

Brief Research Report

Published on 15 Jan 2025

Recovering manifold representations via unsupervised meta-learning

in Computer Vision

Yunye Gong
Jiachen Yao
Ruyi Lian
Xiao Lin
Chao Chen
Ajay Divakaran
Yi Yao

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1255517

631 views

Methods

Published on 10 Jan 2025

Monocular 3D object detection for occluded targets based on spatial relationships and decoupled depth predictions

in Computer Vision

Yanfei Gao
Xiongwei Miao
Guoye Zhang

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1382080

968 views

Review

Published on 10 Jan 2025

A comprehensive review on early detection of Alzheimer's disease using various deep learning techniques

in Computer Vision

I. Nagarajan
G. G. Lakshmi Priya

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1404494

3,589 views
2 citations

Original Research

Published on 12 Dec 2024

Automated diagnosis of respiratory diseases from lung ultrasound videos ensuring XAI: an innovative hybrid model approach

in Computer Vision

Arefin Ittesafun Abian
Mohaimenul Azam Khan Raiaan
Asif Karim
Sami Azam
Nur Mohammad Fahad
Niusha Shafiabady
Kheng Cher Yeo
Friso De Boer

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1438126

3,764 views
4 citations