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

163 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

289 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

540 views

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

406 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

881 views

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

724 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

505 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

702 views

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

2,177 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

835 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

1,405 views
4 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

2,749 views
1 citation

Methods

Published on 21 Jun 2023

Performance comparison of bio-inspired and learning-based clustering analysis with machine learning techniques for classification of EEG signals

in Pattern Recognition

Sunil Kumar Prabhakar
Dong-Ok Won

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1156269

1,803 views
1 citation

Community Case Study

Published on 15 Feb 2023

Rough-set based learning: Assessing patterns and predictability of anxiety, depression, and sleep scores associated with the use of cannabinoid-based medicine during COVID-19

in Pattern Recognition

Sheela Ramanna
Negin Ashrafi
Evan Loster
Karen Debroni
Shelley Turner

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.981953

2,593 views
2 citations

Brief Research Report

Published on 26 Jan 2023

Automated detection of dolphin whistles with convolutional networks and transfer learning

in Pattern Recognition

Burla Nur Korkmaz
Roee Diamant
Gil Danino
Alberto Testolin

Frontiers in Artificial Intelligence

doi 10.3389/frai.2023.1099022

4,127 views
11 citations

Original Research

Published on 11 Jan 2023

Isolated single sound lip-reading using a frame-based camera and event-based camera

in Pattern Recognition

Tatsuya Kanamaru
Taiki Arakane
Takeshi Saitoh

Frontiers in Artificial Intelligence

doi 10.3389/frai.2022.1070964

2,663 views
4 citations

Navigation group

Articles

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

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

Multimodal driver emotion recognition using motor activity and facial expressions

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

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

Image restoration in frequency space using complex-valued CNNs

Corrigendum: Contextual emotion detection in images using deep learning

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

Contextual emotion detection in images using deep learning

DCM2Net: an improved face recognition model for panoramic stereoscopic videos

ALL classification using neural ensemble and memetic deep feature optimization

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

Performance comparison of bio-inspired and learning-based clustering analysis with machine learning techniques for classification of EEG signals

Rough-set based learning: Assessing patterns and predictability of anxiety, depression, and sleep scores associated with the use of cannabinoid-based medicine during COVID-19

Automated detection of dolphin whistles with convolutional networks and transfer learning

Isolated single sound lip-reading using a frame-based camera and event-based camera