Frontiers in Computer Science

Original Research

Published on 19 Jun 2025

Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment

in Computer Vision

Maximilian Josef Joas
Daniel Freund
Robert Haase
Erhard Rahm
Jan Ewald

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1562358

2,439 views

Review

Published on 13 Jun 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

7,636 views
4 citations

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

3,956 views
1 citation

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

4,426 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

2,887 views
1 citation

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

2,587 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

2,963 views
2 citations

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

1,746 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

16,050 views
14 citations

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

4,815 views
4 citations

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

2,994 views
4 citations

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

2,952 views
4 citations

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

2,860 views
4 citations

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

2,560 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

3,695 views
3 citations

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

12,025 views
28 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

8,021 views
10 citations

Review

Published on 21 Nov 2024

On the adversarial robustness of aerial detection

in Computer Vision

Yuwei Chen
Shiyong Chu

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1349206

3,909 views

Review

Published on 05 Nov 2024

Lung tumor segmentation: a review of the state of the art

in Computer Vision

Anura Hiraman
Serestina Viriri
Mandlenkosi Gwetu

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1423693

8,776 views
10 citations

Original Research

Published on 30 Oct 2024

Concurrent compression and meaningful encryption of images using chaotic compressive sensing

in Computer Vision

K. Ashwini
S. Sutha
Sountharrajan S.
Durga Prasad Bavirisetti

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1274704

2,508 views
1 citation

Review

Published on 25 Sep 2024

Beyond neurons: computer vision methods for analysis of morphologically complex astrocytes

in Computer Vision

Tabish A. Syed
Mohammed Youssef
Alexandra L. Schober
Yoshiyuki Kubota
Keith K. Murai
Christopher K. Salmon

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1156204

6,459 views
2 citations

Original Research

Published on 19 Sep 2024

Alignment of a 360° image with posed color images for locally accurate texturing of 3D mesh

in Computer Vision

Bishwash Khanal
Madhav Om
Sanjay Rijal
Vaghawan Prasad Ojha

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1388174

2,480 views

Original Research

Published on 26 Aug 2024

Implications of data topology for deep generative models

in Computer Vision

Yinzhu Jin
Rory McDaniel
N. Joseph Tatro
Michael J. Catanzaro
Abraham D. Smith
Paul Bendich
Matthew B. Dwyer
P. Thomas Fletcher

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1260604

3,427 views
3 citations

Original Research

Published on 14 Aug 2024

Spatial attention guided cGAN for improved salient object detection

in Computer Vision

Gayathri Dhara
Ravi Kant Kumar

Frontiers in Computer Science

doi 10.3389/fcomp.2024.1420965

2,732 views
8 citations

133 articles

articles

Leveraging foundation models and goal-dependent annotations for automated cell confluence assessment

Challenges and advancements in image-based 3D reconstruction of large-scale urban environments: a review of deep learning and classical methods

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

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

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

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

Integrating pyramid vision transformer and topological data analysis for brain tumor

Editorial: Geometries of learning

CNN based 2D object detection techniques: a review

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

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

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

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

Recovering manifold representations via unsupervised meta-learning

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

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

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

On the adversarial robustness of aerial detection

Lung tumor segmentation: a review of the state of the art

Concurrent compression and meaningful encryption of images using chaotic compressive sensing

Beyond neurons: computer vision methods for analysis of morphologically complex astrocytes

Alignment of a 360° image with posed color images for locally accurate texturing of 3D mesh

Implications of data topology for deep generative models

Spatial attention guided cGAN for improved salient object detection