International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064


Downloads: 228 | Weekly Hits: ⮙1 | Monthly Hits: ⮙3

Research Paper | Computer Science & Engineering | India | Volume 8 Issue 3, March 2019


Emotion Detection using Convolutional Neural Network

Johanna Freeda G, Lavanya C, Lekhaa Shree D, Nivedhitha M, Kavitha C


Abstract: The emotions of a human represent the mental states of feelings that arise without consciousness and effort and are accompanied by physiological changes in facial muscles which implies expressions on face. Some of the spontaneous emotions are happy, sad, anger, disgust, fear, surprise etc. Facial expressions play an important role in nonverbal communication that appears due to internal feelings of a person which reflects on the faces. In order to find the humans emotion through modeling, a extensive research has been carried out in past decades. But still it is far behind from human vision system. In this paper, we are using deep Convolutional Neural Network (CNN) to provide better prediction of human emotions and involving Frames by Frames. FERC-2013 and imdb database has been applied for training in this algorithm. In the proposed system we have experimented the emotion detection based on CNN which provides quite good result and the obtained accuracy may give insights to the researchers for future model of computer based emotion detection system.


Keywords: emotion detection, deep learning, convolutional neural networks, machine learning, facial expressions


Edition: Volume 8 Issue 3, March 2019,


Pages: 977 - 980


How to Cite this Article?

Johanna Freeda G, Lavanya C, Lekhaa Shree D, Nivedhitha M, Kavitha C, "Emotion Detection using Convolutional Neural Network", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=ART20196283, Volume 8 Issue 3, March 2019, 977 - 980

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'emotion detection'

Downloads: 113

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

Pages: 2156 - 2158

Identification of Emotions from Speech using Anchor Model

Surabhi G. Agrawal, Shabda Dongaonkar

Share this Article

Downloads: 118

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 1636 - 1639

Keyword Based Emotion Word Ontology Approach for Detecting Emotion Class from Text

Ashish V C, Somashekar R, Dr. Sundeep Kumar K

Share this Article

Similar Articles with Keyword 'deep learning'

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1717 - 1724

Krashi Prabhandak (Agricultural Manager)

Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu

Share this Article

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

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

Pages: 1137 - 1146

Time Series Visualization using Transformer for Prediction of Natural Catastrophe

Shivam Pandey, Mahek Jain

Share this Article

Similar Articles with Keyword 'convolutional neural networks'

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 720 - 724

Review on Deep Learning and IoT Techniques on Corono Virus

Mansi Kambli

Share this Article

Downloads: 7 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 113 - 116

Semantic Segmentation using Deep Learning Approaches - A Study

Salim Ahmed Ali, Dr. B. G. Prasad

Share this Article

Similar Articles with Keyword 'machine learning'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

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: 518 | Weekly Hits: ⮙3 | Monthly Hits: ⮙8

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 'facial expressions'

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: 112

Research Paper, Computer Science & Engineering, India, Volume 8 Issue 9, September 2019

Pages: 1116 - 1118

Feedback System Using IOT

Mritunjay Mandal, Ankur Kamble, Kunal Mahajan, Akash Singh, Ankit Sharma

Share this Article

Similar Articles with Keyword 'emotion'

Downloads: 3

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 1118 - 1123

Music Recommendation System

Nipun Prakash Gupta, Durgesh Kumar

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 'detection'

Downloads: 134 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1

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

Survey Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 948 - 951

Survey on Various Image Segmentation Techniques

Babita Chauhan

Share this Article

Similar Articles with Keyword 'deep'

Downloads: 86

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1

Student Project, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1717 - 1724

Krashi Prabhandak (Agricultural Manager)

Prafful Mundra, A V Pavan Krishna, Swarnalatha P, Venkata Sumanth Kakollu

Share this Article

Similar Articles with Keyword 'learning'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

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: 518 | Weekly Hits: ⮙3 | Monthly Hits: ⮙8

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 'convolutional'

Downloads: 86

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 2

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 720 - 724

Review on Deep Learning and IoT Techniques on Corono Virus

Mansi Kambli

Share this Article

Similar Articles with Keyword 'neural'

Downloads: 86

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 421 - 424

Comparative Analysis of AI Techniques in the Prediction of Heart Disease

Irtiqa Dhar

Share this Article

Similar Articles with Keyword 'networks'

Downloads: 155

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 8, August 2017

Pages: 868 - 874

Study of Power Management in Adhoc Networks

Anandhi Giri, S. K. Srivatsa

Share this Article

Downloads: 1

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

Pages: 2267 - 2274

Two Accounts of Solitude in Online Communal Networks

Alla Venu Gopal, G. Srinivasa Reddy

Share this Article

Similar Articles with Keyword 'machine'

Downloads: 136 | Weekly Hits: ⮙2 | Monthly Hits: ⮙4

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: 518 | Weekly Hits: ⮙3 | Monthly Hits: ⮙8

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 '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 'expressions'

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: 107

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

Pages: 187 - 189

Survey of Adaptive Novel Class Detection and Classification of Feature-Evolving Data Streams

Punam D. Dhande, Dr. A. M. Dixit

Share this Article
Top