Marwa Mahmoud - Concepedia

Author

Marwa Mahmoud

University of Cambridge ORCID

Also Known As

M.M. El Din Mahmoud, Mahmoud, Marwa, Marwa M Mahmoud, Marwa M. Mahmoud, Marwa Mahmoud

Publications

1.6K

Citations

H-Index

Concepts

All Affiliations

University of Cambridge Creative Technologies (United States)Koç University University of Oxford Karolinska Institutet

About

Marwa Mahmoud is an author at University of Cambridge specializing in affective computing, engineering, and pattern recognition.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	15	990
2	Medicine	3	3	272
3	Education	2	2	89
4	Health Sciences	2	2	80
5	Language Studies	1	1	16

Marwa Mahmoud

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Cross-dataset learning and person-specific normalisation for automatic Action Unit detection Tadas Baltrušaitis, Marwa Mahmoud, Peter Robinson Artificial IntelligenceEngineeringMachine LearningHuman Pose EstimationBiometrics	2015	416
Automatic behavior descriptors for psychological disorder analysis Stefan Scherer, Giota Stratou, Marwa Mahmoud, Automatic Behavior DescriptorsMental HealthMultimodal Sentiment AnalysisPsychologySocial Sciences	2013	143
Automatic audiovisual behavior descriptors for psychological disorder analysis Stefan Scherer, Giota Stratou, Gale Lucas, Image and Vision Computing MusicAudio MiningSpeech AnalysisPsychiatryAudio Retrieval	2014	118
Multimodal Deep Learning Framework for Mental Disorder Recognition Ziheng Zhang, Weizhe Lin, Mingyu Liu, EngineeringMachine LearningAutoencodersMultimodal LearningSpeech Recognition	2020	76
Real-time inference of mental states from facial expressions and upper body gestures Tadas Baltrušaitis, Daniel McDuff, Ntombikayise Banda, Real-time InferenceEngineeringBiometricsAffective NeuroscienceCognition	2011	71
Development of an Automated Pain Facial Expression Detection System for Sheep (Ovis Aries) Krista M. McLennan, Marwa Mahmoud Animals EngineeringBiometricsDiagnosisAnimal WelfareEducation	2019	69
Estimating Sheep Pain Level Using Facial Action Unit Detection Yiting Lu, Marwa Mahmoud, Peter Robinson CaprineEngineeringMachine LearningPain LevelsPain Medicine	2017	64
Going Deeper than Tracking: A Survey of Computer-Vision Based Recognition of Animal Pain and Emotions Sofia Broomé, Marcelo Feighelstein, Anna Zamansky, International Journal of Computer Vision EngineeringAnimal Motion TrackingAffective NeuroscienceAnimal MindSocial Sciences	2022	62
Multimodal temporal machine learning for Bipolar Disorder and Depression Recognition Francesco Ceccarelli, Marwa Mahmoud Pattern Analysis and Applications Depression RecognitionEngineeringMachine LearningPsychiatryMood Symptom	2021	53
Decoupling facial expressions and head motions in complex emotions Andra Adams, Marwa Mahmoud, Tadas Baltrušaitis, EngineeringBiometricsAffective NeuroscienceMultimodal Sentiment AnalysisSocial Sciences	2015	44

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