Albert Ali Salah

Orcid: 0000-0001-6342-428X

Affiliations:
  • Utrecht University, The Netherlands
  • Boğaziçi University, Department of Computer Engineering (former)


According to our database1, Albert Ali Salah authored at least 176 papers between 2002 and 2024.

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Bibliography

2024
Representation Learning and Identity Adversarial Training for Facial Behavior Understanding.
CoRR, 2024

VideoMambaPro: A Leap Forward for Mamba in Video Understanding.
CoRR, 2024

Combining Twitter and Mobile Phone Data to Observe Border-Rush: The Turkish-European Border Opening.
CoRR, 2024

Enhancing Video Transformers for Action Understanding with VLM-aided Training.
CoRR, 2024

Wrist movement classification for adaptive mobile phone based rehabilitation of children with motor skill impairments.
CoRR, 2024

Human Contact Annotator: Annotating Physical Contact in Dyadic Interactions.
Proceedings of the Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024

Elucidating the Exposure Bias in Diffusion Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Survey of Automated Methods for Nonverbal Behavior Analysis in Parent-Child Interactions.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Welcome.
Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Compensation Sampling for Improved Convergence in Diffusion Models.
Proceedings of the Computer Vision - ECCV 2024, 2024

TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A survey on computer vision based human analysis in the COVID-19 era.
Image Vis. Comput., February, 2023

Facial Image-Based Automatic Assessment of Equine Pain.
IEEE Trans. Affect. Comput., 2023

Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions.
Int. J. Comput. Vis., 2023

Fine-Grained Mapping of Migrants in Istanbul Using Satellite Imaging and Mobile Phone Data.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Automated Detection of Joint Attention and Mutual Gaze in Free Play Parent-Child Interactions.
Proceedings of the International Conference on Multimodal Interaction, 2023

Embracing Contact: Detecting Parent-Infant Interactions.
Proceedings of the 25th International Conference on Multimodal Interaction, 2023

LA-layer: General local attention layer for full attention networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

SCFormer: Integrating hybrid Features in Vision Transformers.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Video-based estimation of pain indicators in dogs.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

The effects of gender bias in word embeddings on patient phenotyping in the mental health domain.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

Automated Emotional Valence Estimation in Infants with Stochastic and Strided Temporal Sampling.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023

Affective Computing for Mental Wellbeing: Challenges, Opportunities, and Promising Synergies.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, 2023

2022
Modeling, Recognizing, and Explaining Apparent Personality From Videos.
IEEE Trans. Affect. Comput., 2022

A Multimodal Approach for Mania Level Prediction in Bipolar Disorder.
IEEE Trans. Affect. Comput., 2022

Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
Expert Syst. Appl., 2022

Fully-attentive and interpretable: vision and video vision transformers for pain detection.
CoRR, 2022

State of the Art of Audio- and Video-Based Solutions for AAL.
CoRR, 2022

Going Deeper than Tracking: a Survey of Computer-Vision Based Recognition of Animal Pain and Affective States.
CoRR, 2022

Speech Analysis for Automatic Mania Assessment in Bipolar Disorder.
CoRR, 2022

Temporal and spatial analysis of indicators on segregation of Syrian refugees in Turkey with mobile phone data.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Towards using Breathing Features for Multimodal Estimation of Depression Severity.
Proceedings of the International Conference on Multimodal Interaction, 2022

Automatic Analysis of Human Body Representations in Western Art.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Designing a Smartphone Exergame for Children with Cerebral Palsy in the Home Environment.
Proceedings of the Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play, 2022

2021
Selected Works From Automated Face and Gesture Recognition 2020.
IEEE Trans. Biom. Behav. Identity Sci., 2021

The sound of silence: Breathing analysis for finding traces of trauma and depression in oral history archives.
Digit. Scholarsh. Humanit., 2021

MUMBAI: multi-person, multimodal board game affect and interaction analysis dataset.
J. Multimodal User Interfaces, 2021

Behavior and usability analysis for multimodal user interfaces.
J. Multimodal User Interfaces, 2021

Geeks and guests: Estimating player's level of experience from board game behaviors.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Designing Computational Tools for Behavioral and Clinical Science.
Proceedings of the EICS '21: ACM SIGCHI Symposium on Engineering Interactive Computing Systems, 2021

Video-Based Sports Activity Recognition for Children.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Can mood primitives predict apparent personality?
Proceedings of the 9th International Conference on Affective Computing and Intelligent Interaction, 2021

2020
Special Issue on Generating Realistic Visual Data of Human Behavior.
Int. J. Comput. Vis., 2020

Mobile phone data and COVID-19: Missing an opportunity?
CoRR, 2020

Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Message from the General and Program Chairs FG 2020.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Video2Report: A Video Database for Automatic Reporting of Medical Consultancy Sessions.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Automatic Pain Detection on Horse and Donkey Faces.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Reference Method for the Development of Domain Action Recognition Classifiers: The Case of Medical Consultations.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2020

2019
Affordable person detection in omnidirectional cameras using radial integral channel features.
Mach. Vis. Appl., 2019

Automatic detection and visualization of garment color in Western portrait paintings.
Digit. Scholarsh. Humanit., 2019

Movie Emotion Estimation with Multimodal Fusion and Synthetic Data Generation.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics.
Proceedings of the 9th International on Audio/Visual Emotion Challenge and Workshop, 2019

Do Alzheimer's Patients Appear Younger than Their Ageƒ A Study with Automatic Facial Age Estimation.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Video and Text-Based Affect Analysis of Children in Play Therapy.
Proceedings of the International Conference on Multimodal Interaction, 2019

"Do No Harm" in the Age of Big Data: Data, Ethics, and the Refugees.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019

Introduction to the Data for Refugees Challenge on Mobility of Syrian Refugees in Turkey.
Proceedings of the Guide to Mobile Data Analytics in Refugee Scenarios, 2019


2018
Chat biometrics.
IET Biom., 2018

Data for Refugees: The D4R Challenge on Mobility of Syrian Refugees in Turkey.
CoRR, 2018

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos.
CoRR, 2018

AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

Feature Selection and Multimodal Fusion for Estimating Emotions Evoked by Movie Clips.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Continuous Real-Time Vehicle Driver Authentication Using Convolutional Neural Network Based Face Recognition.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017
Automatic Classification of Player Complaints in Social Games.
IEEE Trans. Comput. Intell. AI Games, 2017

Video-based emotion recognition in the wild using deep transfer learning and score fusion.
Image Vis. Comput., 2017

Emotion, age, and gender classification in children's speech by humans and machines.
Comput. Speech Lang., 2017

An autonomous robotic exercise tutor for elderly people.
Auton. Robots, 2017

Action recognition with deep neural networks.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

BOUN-NKU in MediaEval 2017 Emotional Impact of Movies Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Tracing the Colors of Clothing in Paintings with Image Analysis.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017

A Generic Tool for Visualizing Patterns in Poetry.
Proceedings of the 12th Annual International Conference of the Alliance of Digital Humanities Organizations, 2017

Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Multimodal technologies for seniors: challenges and opportunities.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2017

2016
Combining modality-specific extreme learning machines for emotion recognition in the wild.
J. Multimodal User Interfaces, 2016

Countrywide arrhythmia: emergency event detection using mobile phone data.
EPJ Data Sci., 2016

A simulator for generating realistic simulations of telecom customer behaviors.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Seventh International Workshop on Human Behavior Understanding (HBU 2016).
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Authorship recognition in a multiparty chat scenario.
Proceedings of the 4th International Conference on Biometrics and Forensics, 2016

Short term re-identification of Automatic Teller Machine (ATM) users via face and body appearance features.
Proceedings of the 4th International Conference on Biometrics and Forensics, 2016

Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016

Multimodal fusion of audio, scene, and face features for first impression estimation.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

ERM4CT 2016: 2nd international workshop on emotion representations and modelling for companion systems (workshop summary).
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

Assessing Affective Dimensions of Play in Psychodynamic Child Psychotherapy via Text Analysis.
Proceedings of the Human Behavior Understanding - 7th International Workshop, 2016

A New Database and Protocol for Image Reuse Detection.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Combining Deep Facial and Ambient Features for First Impression Estimation.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Kernel ELM and CNN Based Facial Age Estimation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Facial Expression Recognition in the Wild Using Improved Dense Trajectories and Fisher Vector Encoding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Recognition of Genuine Smiles.
IEEE Trans. Multim., 2015

Combining Facial Dynamics With Appearance for Age Estimation.
IEEE Trans. Image Process., 2015

Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst., 2015

Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst., 2015

Random Discriminative Projection Based Feature Selection with Application to Conflict Recognition.
IEEE Signal Process. Lett., 2015

Efficient large-scale action recognition in videos using extreme learning machines.
Expert Syst. Appl., 2015

Adaptive Mixtures of Factor Analyzers.
CoRR, 2015

Open Challenges in Modelling, Analysis and Synthesis of Human Behaviour in Human-Human and Human-Machine Interactions.
Cogn. Comput., 2015

Automatic analysis and identification of verbal aggression and abusive behaviors for online social games.
Comput. Hum. Behav., 2015

EmoChildRu: Emotional Child Russian Speech Corpus.
Proceedings of the Speech and Computer - 17th International Conference, 2015

Fisher vectors with cascaded normalization for paralinguistic analysis.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Looking at Mondrian's Victory Boogie-Woogie: What Do I Feel?
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Automatic Assessment of Dimensional Affective Content in Turkish Multi-party Chat Messages.
Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, 2015

Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

ERM4CT 2015: Workshop on Emotion Representations and Modelling for Companion Systems.
Proceedings of the International Workshop on Emotion Representations and Modelling for Companion Technologies, 2015

Emotions in Abstract Art: Does Texture Matter?
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

Behavior Analysis for Elderly.
Proceedings of the Human Behavior Understanding - 6th International Workshop, 2015

2014
Guest Editorial Behavior Understanding and Developmental Robotics.
IEEE Trans. Auton. Ment. Dev., 2014

Playful interactions and serious games.
J. Ambient Intell. Smart Environ., 2014

Video Retargeting: Video Saliency and Optical Flow Based Hybrid Approach.
Proceedings of the 3rd Workshop on Intelligent Cinematography and Editing, 2014

Protocol and baseline for experiments on Bogazici University Turkish emotional speech corpus.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Kinship verification using facial dynamics.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Multiple person tracking using omnidirectional cameras.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Auto-evaluation of motion imitation in a child-robot imitation game for upper arm rehabilitation.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

Eyes Whisper Depression: A CCA based Multimodal Approach.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Ensemble CCA for Continuous Emotion Prediction.
Proceedings of the 4th International Workshop on Audio/Visual Emotion Challenge, 2014

Canonical correlation analysis and local fisher discriminant analysis based multi-view acoustic feature reduction for physical load prediction.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Measurement of Facial Dynamics for Soft Biometrics.
Proceedings of the Face and Facial Expression Recognition from Real World Videos, 2014

Natural Multimodal Interaction with a Social Robot: What are the Premises?
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

Continuous Mapping of Personality Traits: A Novel Challenge and Failure Conditions.
Proceedings of the 2014 Workshop on Mapping Personality Traits Challenge and Workshop, 2014

CCA based feature selection with application to continuous depression recognition from acoustic speech features.
Proceedings of the IEEE International Conference on Acoustics, 2014

The Role of Color and Contrast in Facial Age Estimation.
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014

Coupling Fall Detection and Tracking in Omnidirectional Cameras.
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014

2013
Joint Attention by Gaze Interpolation and Saliency.
IEEE Trans. Cybern., 2013

Understanding and Changing Behavior [Guest editors' introduction].
IEEE Pervasive Comput., 2013

Affine invariant salient patch descriptors for image retrieval.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Gesture imitation for a robotic fitness coach.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Age estimation using facial expression dynamics.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Fall detection using multi-omnidirectional cameras.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Fourth international workshop on human behavior understanding (HBU 2013).
Proceedings of the ACM Multimedia Conference, 2013

Like Father, Like Son: Facial Expression Dynamics for Kinship Verification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Creative Applications of Human Behavior Understanding.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

A Robotic Fitness Coach for the Elderly.
Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012
A Statistical Method for 2-D Facial Landmarking.
IEEE Trans. Image Process., 2012

User adaptation based on facial expression and motion for an interactive artifact.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Multi-omnidirectional cameras for ambient intelligence.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A smile can reveal your age: enabling facial dynamics in age estimation.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Feature-based tracking on a multi-omnidirectional camera dataset.
Proceedings of the 5th International Symposium on Communications, 2012

Human Behavior Understanding for Robotics.
Proceedings of the Human Behavior Understanding - Third International Workshop, 2012

Are You Really Smiling at Me? Spontaneous versus Posed Enjoyment Smiles.
Proceedings of the Computer Vision - ECCV 2012, 2012

Exploring Originality in User-Generated Content with Network and Image Analysis Tools.
Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012


2011
Enriching the user experience with multimodal interfaces.
J. Multimodal User Interfaces, 2011

Design and implementation of an affect-responsive interactive photo frame.
J. Multimodal User Interfaces, 2011

Computer vision for ambient intelligence.
J. Ambient Intell. Smart Environ., 2011

Recent developments in social signal processing.
Proceedings of the IEEE International Conference on Systems, 2011

Multimodal monitoring of cultural heritage sites and the FIRESENSE project.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

Human Behavior Understanding for Inducing Behavioral Change: Application Perspectives.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Challenges of Human Behavior Understanding for Inducing Behavioral Change.
Proceedings of the Constructing Ambient Intelligence, 2011

Second International Workshop on Human Behavior Understanding: Inducing Behavioral Change.
Proceedings of the Ambient Intelligence, 2011

Human Behavior Understanding for Inducing Behavioral Change: Social and Theoretical Aspects.
Proceedings of the Constructing Ambient Intelligence, 2011

2010
An Evaluation of Video-to-Video Face Verification.
IEEE Trans. Inf. Forensics Secur., 2010

T-Patterns Revisited: Mining for Temporal Patterns in Sensor Data.
Sensors, 2010

Eyes do not lie: spontaneous versus posed smiles.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Challenges of Human Behavior Understanding.
Proceedings of the Human Behavior Understanding, First International Workshop, 2010

2009
Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms.
IEEE Trans. Inf. Forensics Secur., 2009

Tackling the Semantic Gap in Multimodal Sensor Networks.
ERCIM News, 2009

Joint visual attention modeling for naturally interacting robotic agents.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009


Resolution of focus of attention using gaze direction estimation and saliency computation.
Proceedings of the Affective Computing and Intelligent Interaction, 2009

3D Face Recognition: Technology and Applications.
Proceedings of the Handbook of Remote Biometrics, 2009

2008
Multimodal identification and localization of users in a smart environment.
J. Multimodal User Interfaces, 2008

Registration of three-dimensional face scans with average face models.
J. Electronic Imaging, 2008

A Needle in the Brain.
ERCIM News, 2008

Empowering the end-user in biometrics.
Proceedings of the 10th International Conference on Control, 2008

3D Face Recognition Benchmarks on the Bosphorus Database with Focus on Facial Expressions.
Proceedings of the Biometrics and Identity Management, First European Workshop, 2008

2007
Biologically motivated 3D face recognition (Biyolojik tabanlı üç boyutlu yüz tanıma)
PhD thesis, 2007

Robust facial landmarking for registration.
Ann. des Télécommunications, 2007

Sensor Networks for Ambient Intelligence.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

Generalization in Holistic versus Analytic Processing of Faces.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Hidden Markov model-based face recognition using selective attention.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

Searching for Temporal Patterns in AmI Sensor Data.
Proceedings of the Constructing Ambient Intelligence, 2007

2006
3D Facial Feature Localization for Registration.
Proceedings of the Multimedia Content Representation, 2006

2005
3D face recognition for biometric applications.
Proceedings of the 13th European Signal Processing Conference, 2005

Rank-Based Decision Fusion for 3D Shape-Based Face Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004
Incremental Mixtures of Factor Analysers.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

2002
A Selective Attention-Based Method for Visual Pattern Recognition with Application to Handwritten Digit Recognition and Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2002


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