International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 130

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 4, April 2015


Facial Expression Recognition Using Facial Movement Features

Ruchi Chaurasia


Abstract: Facial expressions give important information about emotions of a person. Understanding facial expressions accurately is one of the challenging tasks for interpersonal relationships. Automatic emotion detection using facial expressions recognition is now a main area of interest within various fields such as computer science, medicine, and psychology and To improve the human-computer interaction (HCI) to be as good as human-human interaction, building an efficient approach for human emotion recognition is required. These emotions could be fused from several modalities such as facial expression, hand gesture, acoustic data, and biophysiological data. This paper proposes an approach to solve this limitation using salient distance features, which are obtained by extracting patch-based 3D Gabor features, selecting the salient patches, and performing patch matching operations. The experimental results demonstrate high correct recognition rate (CRR), significant performance improvements due to the consideration of facial element and muscle movements, promising results under face registration errors, and fast processing time. The comparison with the state-of-the-art performance confirms that the proposed approach achieves the highest CRR on the JAFFE database and is among the top performers on the Cohn-Kanade (CK) database.


Keywords: Facial expression analysis, feature evaluation and selection, computer vision, Gabor filter, Ada boost


Edition: Volume 4 Issue 4, April 2015,


Pages: 2318 - 2324


How to Cite this Article?

Ruchi Chaurasia, "Facial Expression Recognition Using Facial Movement Features", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SUB153577, Volume 4 Issue 4, April 2015, 2318 - 2324

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'Facial expression analysis'

Downloads: 116

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 422 - 425

An Empirical Study: Emotional Influence of Indian Classical Raagas on Face

Ashish A. Bardekar

Share this Article

Downloads: 167 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 1 Issue 1, November 2012

Pages: 27 - 30

Real Time Facial Expression Analysis Using PCA

Leelkanth Dewangan, Prof. Asha Ambhaikar

Share this Article

Similar Articles with Keyword 'computer vision'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 42

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1673 - 1677

Convolution Neural Network Based Image Recognition

Sofia Hamid, Mrigana Walia

Share this Article

Similar Articles with Keyword 'Gabor filter'

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1177 - 1180

Facial Expression Recognition for Color Images Using Log Gabor filter and PCA

Shail Kumari Shah, Vineet Khanna

Share this Article

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1968 - 1973

Face Recognition Revisited on Pose, Alignment, Color, Illumination and Expression-PyTen

Mugdha Tripathi

Share this Article

Similar Articles with Keyword 'Facial'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 8 Issue 6, June 2019

Pages: 1498 - 1501

Mining Weakly Labeled Web Facial Images for Search-Based Face Annotation

Dipak D. Tayade, Nilesh Y Chaudhari

Share this Article

Similar Articles with Keyword 'expression'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 97

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1191 - 1194

Web Data Extraction by Using Trinity

Sayali Khodade, Nilav Mukharjee

Share this Article

Similar Articles with Keyword 'analysis'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 118 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 991 - 995

A Study and Comparative Analysis of Cryptographic Algorithms for Various File Formats

M. Meena, A. Komathi

Share this Article

Similar Articles with Keyword 'feature'

Downloads: 150 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 530 | Monthly Hits: ⮙5

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 7, July 2020

Pages: 1454 - 1458

Heart Disease Prediction with Machine Learning Approaches

Megha Kamboj

Share this Article

Similar Articles with Keyword 'evaluation'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 99

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2084 - 2088

A Survey on Learning Crowdsourced User Preferences for Visual Summarization of Image Collections

Rupali Tanaji Waghmode, Nikita J. Kulkarni

Share this Article

Similar Articles with Keyword 'selection'

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 11, November 2021

Pages: 1044 - 1052

A Comprehensive Study of Various Sorting Algorithms

Cherukuri Nischay Sai

Share this Article

Downloads: 5 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 863 - 865

Detection of Malicious URLs using Classification Algorithm

Muskan V. Jaiswal, Dr. Anjali B. Raut

Share this Article

Similar Articles with Keyword 'computer'

Downloads: 134

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2246 - 2249

Packet Analysis with Network Intrusion Detection System

Rashmi Hebbar, Mohan K

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article

Similar Articles with Keyword 'vision'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1017 - 1020

Human Computer Interface for Physically Impaired

Aayush Bhansali, Shivani Vhatkar, Shamoil Arsiwala, Aditi Srivastava, M. K. Nivangune

Share this Article

Downloads: 39

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 2, February 2021

Pages: 1663 - 1668

PAPR Reduction in OFDM System using Clipping and Filtering based new Hybrid VLM Pre-Coded SLM

Muneeb Manzoor Bhat, Preeti Sondhi

Share this Article

Similar Articles with Keyword 'Gabor'

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1177 - 1180

Facial Expression Recognition for Color Images Using Log Gabor filter and PCA

Shail Kumari Shah, Vineet Khanna

Share this Article

Downloads: 111

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1968 - 1973

Face Recognition Revisited on Pose, Alignment, Color, Illumination and Expression-PyTen

Mugdha Tripathi

Share this Article

Similar Articles with Keyword 'filter'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

Research Paper, Computer Science & Engineering, India, Volume 11 Issue 1, January 2022

Pages: 149 - 154

Noise Analysis and Removal Using Fuzzy Mean Filter with Triangular Membership Function

R. Pradeep Kumar Reddy

Share this Article

Similar Articles with Keyword 'Ada'

Downloads: 108

Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1375 - 1390

A Survey of Thinning Techniques on Two Dimensional Binary Images

Moumita Sarkar, Santanu Chatterjee

Share this Article

Downloads: 181

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Similar Articles with Keyword 'boost'

Downloads: 150 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 11, November 2020

Pages: 457 - 461

Artificial Intelligence for Hiring

Ishan Borker, Ashok Veda

Share this Article

Downloads: 37

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021

Pages: 1179 - 1182

Face Detection Using Haar Cascade Classifiers

Bhavana R. Maale, Dr. Suvarna Nandyal

Share this Article
Top