Frontiers in Computer Science

Original Research

Published on 01 Sep 2025

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

in Computer Vision

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

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1569017

527 views

Original Research

Published on 01 Sep 2025

LLaVA-GM: lightweight LLaVA multimodal architecture

in Computer Vision

Zhiyin Han
Xiaoqun Liu
Juan Hao

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1626346

774 views

Mini Review

Accepted on 26 Aug 2025

From Shades to Vibrance: A Comprehensive Review of Modern Image Colorization Techniques

in Computer Vision

Oshen Geenath
Prasan Yapa

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1626641

195 views

Original Research

Accepted on 13 Aug 2025

Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation

in Computer Vision

Lukas Tuggener
Thilo Stadelmann
Jürgen Schmidhuber

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1644044

135 views

Original Research

Published on 30 Jul 2025

Deep learning for vision screening in resource-limited settings: development of multi-branch CNN for refractive error detection based on smartphone image

in Computer Vision

Muhammad Syauqie
Harry Patria
Sutanto Priyo Hastono
Kemal Nazaruddin Siregar
Nila Djuwita Farieda Moeloek

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1576958

850 views

Original Research

Published on 15 Jul 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

842 views

Original Research

Published on 11 Jul 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
Thanh Tam Nguyen
Quang Hieu Ngo
Huu Cuong Nguyen
Phan Nguyen Ky Phuc

Frontiers in Computer Science

doi 10.3389/fcomp.2025.1551326

1,070 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

865 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

2,209 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

1,677 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

1,664 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

1,278 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

1,563 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

1,283 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

1,003 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

6,046 views
2 citations