Frontiers in Artificial Intelligence

Original Research

Accepted on 21 Aug 2025

A Robust Corroded Metal Fitting Detection Approach for UAV intelligent Inspection with Knowledge-Distilled Lightweight YOLO Model

in Pattern Recognition

Yangyang Tian
Weijian Zhang
Zhe Li
Junfei Liu
Wentao Mao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1581010

Original Research

Published on 12 Aug 2025

MedAlmighty: enhancing disease diagnosis with large vision model distillation

in Pattern Recognition

Yajing Ren
Zheng Gu
Wen Liu

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1527980

947 views

Original Research

Published on 17 Jul 2025

FLA-UNet: feature-location attention U-Net for foveal avascular zone segmentation in OCTA images

in Pattern Recognition

Wei Li
Li Cao
He Deng

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1463233

709 views

Brief Research Report

Published on 11 Jul 2025

High-resolution image inpainting using a probabilistic framework for diverse images with large arbitrary masks

in Pattern Recognition

G. Sumathi
M. Uma Devi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1614608

1,338 views

Original Research

Accepted on 09 Jul 2025

Detectron2 vs. SAM: Deep Learning Approaches for Automated Damage Diagnostics in Fiber Metal Laminates

in Pattern Recognition

Sanjeev Kumar
Stefan Bosse
Chirag Shah

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1599345

548 views

Original Research

Published on 25 Jun 2025

Deep learning-based feature selection for detection of autism spectrum disorder

in Pattern Recognition

Ibrahim Nafisah
Nermine Mahmoud
Ahmed A. Ewees
Mohamed G. Khattap
Abdelghani Dahou
Safar M. Alghamdi
Ibrahim A. Fares
Mohammed Azmi Al-Betar
Mohamed Abd Elaziz

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1594372

2,310 views

Original Research

Published on 10 Jun 2025

Mixture of prompts learning for vision-language models

in Pattern Recognition

Yu Du
Tong Niu
Rong Zhao

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1580973

1,859 views

Original Research

Published on 30 Apr 2025

Precision enhancement in wireless capsule endoscopy: a novel transformer-based approach for real-time video object detection

in Pattern Recognition

Tsedeke Temesgen Habe
Keijo Haataja
Pekka Toivanen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1529814

2,002 views
2 citations

Original Research

Published on 03 Apr 2025

Optimized design and performance evaluation of long-pressure-short-extraction ventilation and dust removal system based on the Coanda effect

in Pattern Recognition

Xinguo Wang
Jinbo Zhao
Yufu Li
Zhibin Li

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1565889

1,135 views

Original Research

Published on 12 Mar 2025

Three-stage registration pipeline for dynamic lung field of chest X-ray images based on convolutional neural networks

in Pattern Recognition

Yingjian Yang
Jie Zheng
Peng Guo
Qi Gao
Yingwei Guo
Ziran Chen
Chengcheng Liu
Tianqi Wu
Zhanglei Ouyang
Huai Chen

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1466643

1,038 views
1 citation

Original Research

Published on 14 Feb 2025

Spherical model for Minimalist Machine Learning paradigm in handling complex databases

in Pattern Recognition

Raúl Jimenez-Cruz
Cornelio Yáñez-Márquez
Miguel Gonzalez-Mendoza
Yenni Villuendas-Rey
Raúl Monroy

Frontiers in Artificial Intelligence

doi 10.3389/frai.2025.1521063

1,173 views

Original Research

Published on 18 Dec 2024

Interpreting CNN models for musical instrument recognition using multi-spectrogram heatmap analysis: a preliminary study

in Pattern Recognition

Rujia Chen
Akbar Ghobakhlou
Ajit Narayanan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1499913

2,388 views

Original Research

Published on 13 Dec 2024

A synthetic segmentation dataset generator using a 3D modeling framework and raycaster: a mining industry application

in Pattern Recognition

Wilhelm Johannes Kilian
Jaco Prinsloo
Jan Vosloo
Stéphan Taljaard

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1453931

1,162 views

Original Research

Published on 27 Nov 2024

Multimodal driver emotion recognition using motor activity and facial expressions

in Pattern Recognition

Carlos H. Espino-Salinas
Huizilopoztli Luna-García
José M. Celaya-Padilla
Cristian Barría-Huidobro
Nadia Karina Gamboa Rosales
David Rondon
Klinge Orlando Villalba-Condori

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1467051

3,737 views
4 citations

Brief Research Report

Published on 06 Nov 2024

Inpainting of damaged temple murals using edge- and line-guided diffusion patch GAN

in Pattern Recognition

G. Sumathi
M. Uma Devi

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1453847

1,855 views
1 citation

Original Research

Published on 01 Oct 2024

The application of explainable artificial intelligence methods to models for automatic creativity assessment

in Pattern Recognition

Anastasia S. Panfilova
Ekaterina A. Valueva
Ivan Y. Ilyin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1310518

2,313 views
1 citation