Facial Feature Extraction and Textual Description Classification using SVM

被引：0
|
作者：
Bansode, N. K. [1 ]
Sinha, P. K. [2 ]
机构：
[1] Coll Engn, Pune, Maharashtra, India
[2] Ctr Dev Adv Comp, Pune, Maharashtra, India
来源：
2014 INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION AND INFORMATICS (ICCCI) | 2014年
关键词：
Feature extraction; textual description; face recognition; classifiers;
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
facial feature detection and extraction plays a significant role in face recognition. In this paper, we proposed a new approach for face feature description using support vector machine classifier. Searching image from the image contents is a major challenge in computer vision and pattern recognition. The textual label is assigned to the face feature according to the semantic meaning of the feature. The concept of the textual image description gives advantages to the user to search the image with the help of the visual attributes of the image. The face features like eyes, nose, mouth are labeled with the visual attributes like small, normal and large.
引用
收藏
页数：5
相关论文
共 50 条
  • [1] Emotion Classification using Feature Extraction of Facial Expression
    Swathi, A.
    Kumar, Sandeep
    Venkata Subbamma, T.
    Rani, Shilpa
    Jain, Abhishek
    Ramakrishna Kumar, M.V.N.M.
    Proceedings of International Conference on Technological Advancements in Computational Sciences, ICTACS 2022, 2022, : 283 - 288
  • [2] TEXTURE AND COLOR FEATURE EXTRACTION FOR CLASSIFICATION OF MELANOMA USING SVM
    Kavitha, J. C.
    Suruliandi, A.
    2016 INTERNATIONAL CONFERENCE ON COMPUTING TECHNOLOGIES AND INTELLIGENT DATA ENGINEERING (ICCTIDE'16), 2016,
  • [3] Textual Feature Extraction Using Ant Colony Optimization for Hate Speech Classification
    Gite, Shilpa
    Patil, Shruti
    Dharrao, Deepak
    Yadav, Madhuri
    Basak, Sneha
    Rajendran, Arundarasi
    Kotecha, Ketan
    BIG DATA AND COGNITIVE COMPUTING, 2023, 7 (01)
  • [4] Age Classification using Facial Feature Extraction on Female and Male Images
    Mirzaei, Fatemeh
    Toygar, Onsen
    THIRD INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2011), 2011, 8009
  • [5] Robust Facial Expression Recognition Based on 3-d Supported Feature Extraction and SVM Classification
    Niese, Robert
    Al-Hamadi, Ayoub
    Aziz, Faisal
    Michaelis, Bernd
    2008 8TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE & GESTURE RECOGNITION (FG 2008), VOLS 1 AND 2, 2008, : 240 - 246
  • [6] Benchmarking Feature Extraction Techniques for Textual Data Stream Classification
    Thuma, Bruno Siedekum
    de Vargas, Pedro Silva
    Garcia, Cristiano
    Britto, Alceu de Souza, Jr.
    Barddal, Jean Paul
    2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [7] Employing Structural and Textual Feature Extraction for Semistructured Document Classification
    Khabbaz, Mohammad
    Kianmehr, Keivan
    Alhajj, Reda
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS, 2012, 42 (06): : 1566 - 1578
  • [8] Gender Classification by Facial Feature Extraction Using Topographic Independent Component Analysis
    Garg, Shivi
    Trivedi, Munesh C.
    PROCEEDINGS OF FIRST INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY FOR INTELLIGENT SYSTEMS: VOL 2, 2016, 51 : 397 - 409
  • [9] Comparing Feature Extraction techniques using SVM for Early Fault Classification in NFV context
    Elmajed, Arij
    Faucheux, Frederic
    2021 24TH CONFERENCE ON INNOVATION IN CLOUDS, INTERNET AND NETWORKS AND WORKSHOPS (ICIN), 2021,
  • [10] A Review on Facial Expression Recognition: Feature Extraction and Classification
    Zhao, Xiaoming
    Zhang, Shiqing
    IETE TECHNICAL REVIEW, 2016, 33 (05) : 505 - 517
12345