Frontiers in Computer Science

Original Research

Accepted on 24 Jun 2025

Heterogeneous ensemble learning: modified ConvNextTiny for detecting molecular expression of breast cancer on standard biomarkers

in Computer Vision

Indo Intan
Sitti Harlina
Andrea Stevens Karnyoto
Berti Julian Nelwan
Devin Setiawan
Amalia Yamin
Ririn Endah Puspitasari

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1569017

107 views

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

451 views

Original Research

Accepted on 16 Jun 2025

UAV-Based Estimation of Post-Sowing Rice Plant Density Using RGB Imagery and Deep Learning across Multiple Altitudes

in Computer Vision

Trong Hieu Luu
Quang Hieu Ngo
Huu Cuong Nguyen
Thanh Tam Nguyen
Nguyen Ky Phuc Phan

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1551326

306 views

Original Research

Accepted on 16 Jun 2025

Convolutional Spatio-Temporal Sequential Inference Model for Human Interaction Behavior Recognition

in Computer Vision

Lizhong Jin
Rulong Fan
Xiaoling Han
Xueying Cui

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1576775

187 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

899 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

1,141 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

1,116 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

929 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

1,184 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

915 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

756 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

3,780 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

1,442 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

1,163 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

980 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

1,178 views