Volume 25, Issue 3

Search all Pattern Analysis and Applications articles

August 2022

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Issue Editors:

Sergio Escalera,
Cristina Palmero,
Maria Inés Torres,
Anna Esposito,
Alexa Moseguí Saladié

13 articles in this issue

Guest Editorial: Special issue on computer vision and machine learning for healthcare applications
Cristina Palmero
Maria Inés Torres
Sergio Escalera
Editorial 07 May 2022 Pages: 489 - 492
Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition
Francesco Ceccarelli
Marwa Mahmoud
Original Article 18 June 2021 Pages: 493 - 504
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
SL-Animals-DVS: event-driven sign language animals dataset
Ajay Vasudevan
Pablo Negri
Teresa Serrano-Gotarredona
Original Article 16 July 2021 Pages: 505 - 520
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Automatic stress analysis from facial videos based on deep facial action units recognition
Giorgos Giannakakis
Mohammad Rami Koujan
Kostas Marias
Original Article 22 September 2021 Pages: 521 - 535
Harnessing emotions for depression detection
Sahana Prabhu
Himangi Mittal
Shivendra Singh
Original Article 09 September 2021 Pages: 537 - 547
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Facial action unit detection methodology with application in Brazilian sign language recognition
Emely Pujólli da Silva
Paula Dornhofer Paro Costa
José Mario De Martino
Original Article 04 September 2021 Pages: 549 - 565
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Pain detection from facial expressions using domain adaptation technique
Neeru Rathee
Sudesh Pahal
Poonam Sheoran
Original Article 30 October 2021 Pages: 567 - 574
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Probabilistic elderly person’s mood analysis based on its activities of daily living using smart facilities
Mohsen Falah Rad
Mojtaba Shakeri
Iraj Shakerinia
Original Article 30 October 2021 Pages: 575 - 588
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Age and gender effects on the human’s ability to decode posed and naturalistic emotional faces
Anna Esposito
Terry Amorese
Gennaro Cordasco
Original Article 20 January 2022 Pages: 589 - 617
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Automatic estimation of clothing insulation rate and metabolic rate for dynamic thermal comfort assessment
Jinsong Liu
Isak Worre Foged
Thomas B. Moeslund
Original Article 24 February 2021 Pages: 619 - 634
Part of 3 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Computer Science SDG 7: Affordable and Clean Energy

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Assessing Facial Symmetry and Attractiveness using Augmented Reality
Wei Wei
Edmond S. L. Ho
Anna Esposito
Original Article Open access 28 March 2021 Pages: 635 - 651
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
Deep transfer learning in human–robot interaction for cognitive and physical rehabilitation purposes
Chaudhary Muhammad Aqdus Ilyas
Matthias Rehm
Vahid Seydi
Original Article 22 June 2021 Pages: 653 - 677
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications
JSE: Joint Semantic Encoder for zero-shot gesture learning
Naveen Madapana
Juan Wachs
Original Article 11 June 2021 Pages: 679 - 692
Part of 2 collections:

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Special Issue on Computer Vision and Machine Learning for Healthcare Applications

Volume 25, Issue 3

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