TY - GEN
T1 - Comparative Analysis of Facial Expression Recognition Algorithms
AU - Ujjwal, M. K.
AU - Parameswaran, Sunil
AU - Chowdary, V. Guna
AU - Bharadwaj, Varun
AU - Pruthviraja, Dayananda
N1 - Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.
PY - 2024
Y1 - 2024
N2 - Facial expression recognition has emerged as a significant area of research in computer vision and pattern recognition due to its wide range of applications that include emotion analysis, human–computer interaction among many others. In recent times, multiple facial expression recognition algorithms have come into light. Each of these techniques employs different techniques and principles. This paper aims to provide a comprehensive analysis and comparison of these algorithms by evaluating their performance, strengths, capabilities, and limitations to provide an overall understanding of the algorithm. By doing the comparative analysis, this paper aims to facilitate a better understanding of these algorithms.
AB - Facial expression recognition has emerged as a significant area of research in computer vision and pattern recognition due to its wide range of applications that include emotion analysis, human–computer interaction among many others. In recent times, multiple facial expression recognition algorithms have come into light. Each of these techniques employs different techniques and principles. This paper aims to provide a comprehensive analysis and comparison of these algorithms by evaluating their performance, strengths, capabilities, and limitations to provide an overall understanding of the algorithm. By doing the comparative analysis, this paper aims to facilitate a better understanding of these algorithms.
UR - https://www.scopus.com/pages/publications/85197306757
UR - https://www.scopus.com/pages/publications/85197306757#tab=citedBy
U2 - 10.1007/978-981-97-0975-5_38
DO - 10.1007/978-981-97-0975-5_38
M3 - Conference contribution
AN - SCOPUS:85197306757
SN - 9789819709748
T3 - Lecture Notes in Networks and Systems
SP - 419
EP - 431
BT - Data Science and Security - Proceedings of IDSCS 2023
A2 - Shukla, Samiksha
A2 - Sayama, Hiroki
A2 - Kureethara, Joseph Varghese
A2 - Mishra, Durgesh Kumar
PB - Springer Science and Business Media Deutschland GmbH
T2 - International Conference on Data Science, Computation and Security, IDSCS 2023
Y2 - 2 November 2023 through 3 November 2023
ER -