Frontiers in Artificial Intelligence

Original Research

Accepted on 03 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

120 views

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

407 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

473 views

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

528 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

1,033 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

659 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

1,527 views
1 citation

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

963 views

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

1,519 views
1 citation

Methods

Published on 23 Sep 2024

Image restoration in frequency space using complex-valued CNNs

in Pattern Recognition

Zafran Hussain Shah
Marcel Müller
Wolfgang Hübner
Henning Ortkrass
Barbara Hammer
Thomas Huser
Wolfram Schenck

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1353873

1,296 views

Correction

Published on 03 Sep 2024

Corrigendum: Contextual emotion detection in images using deep learning

in Pattern Recognition

Fatiha Limami
Boutaina Hdioud
Rachid Oulad Haj Thami

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1476791

742 views

Original Research

Published on 09 Aug 2024

Using synthetic dataset for semantic segmentation of the human body in the problem of extracting anthropometric data

in Pattern Recognition

Azat Absadyk
Olzhas Turar
Darkhan Akhmed-Zaki

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1336320

1,064 views
1 citation

Original Research

Published on 17 Jun 2024

Contextual emotion detection in images using deep learning

in Pattern Recognition

Fatiha Limami
Boutaina Hdioud
Rachid Oulad Haj Thami

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1386753

3,312 views

Methods

Published on 11 Jun 2024

DCM2Net: an improved face recognition model for panoramic stereoscopic videos

in Pattern Recognition

Dalei Zhang
Wee Hoe Tan
Yuanyuan Wei
Chung Keat Tan

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1295554

1,101 views

Original Research

Published on 09 Apr 2024

ALL classification using neural ensemble and memetic deep feature optimization

in Pattern Recognition

Muhammad Awais
Riaz Ahmad
Nabeela Kausar
Ahmed Ibrahim Alzahrani
Nasser Alalwan
Anum Masood

Frontiers in Artificial Intelligence

doi 10.3389/frai.2024.1351942

1,799 views
5 citations

Original Research

Published on 01 Dec 2023

Recognizing protected and anthropogenic patterns in landscapes using interpretable machine learning and satellite imagery

in Pattern Recognition

Timo T. Stomberg
Johannes Leonhardt
Immanuel Weber
Ribana Roscher

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1278118

3,065 views
2 citations