Extraction and Recognition of Multi-oriented Text from Trademark Images

被引:0
|
作者
Tripathi, Priyanka [1 ]
Indoria, Ajay Kumar [1 ]
机构
[1] JSS Acad Tech Educ, Dept CSE, Noida, India
来源
2015 INTERNATIONAL CONFERENCE ON COGNITIVE COMPUTING AND INFORMATION PROCESSING (CCIP) | 2015年
关键词
Text Extraction; Text Recognition; Preprocessing; Binarization; Segmentation; Feature Extraction; Neural Network;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents an application system to extract and recognize text in Trademark and Logo images. Many methods have been proposed to address image text detection and recognition problems, and some of them have achieved impressive results for some specific applications. But recognition of Multi-oriented characters and numerals in Trademark and Logo images is still a challenge due to the variations of text font, size, color, orientation and alignment, and it is often affected by complex background and non-textual objects. Also to prevent the trademark infringement cases and for an efficient trademark similarity matching system, accurate text recognition plays a vital role
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Multi Level Feature Priority algorithm based text extraction from heterogeneous and hybrid textual images
    Chitrakala, Gopalan
    Manjula, D.
    INTERNATIONAL JOURNAL OF SIGNAL AND IMAGING SYSTEMS ENGINEERING, 2009, 2 (04) : 183 - 195
  • [42] Deep Neural Networks for Face Recognition and Feature Extraction from Multi-lateral Images
    Veesam, Venkata Srinivasu
    Ravichandran, Suban
    Babu, Gatram Rama Mohan
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2022, 22 (04): : 700 - 704
  • [43] A Robust Video Text Extraction and Recognition Approach Using OCR Feedback Information
    Gao, Guangyu
    Zhang, He
    Chen, Hongting
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2015, PT I, 2015, 9314 : 507 - 517
  • [44] Multilingual Artificial Text Detection and Extraction from Still Images
    Raza, Ahsen
    Abidi, Ali
    Siddiqi, Imran
    DOCUMENT RECOGNITION AND RETRIEVAL XX, 2013, 8658
  • [45] Feature Extraction from Text Images to Study Individuality of Handwriting
    Mukherjee, Salankara
    De Ghosh, Ishita
    2020 4TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NETWORKS (CINE 2020), 2020,
  • [46] Text region extraction from quality degraded document images
    Abirami, S.
    Manjula, D.
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2007, 4815 : 519 - 527
  • [47] Image Enhancer-Text Extraction from Still Images
    Ladha, Uma
    Alshi, Ankita
    Shah, Dhara
    Sawant, Rupali
    INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE AND ENGINEERING (ACSE 2014), 2014, : 216 - 220
  • [48] A Survey on Text Information Extraction from Born-Digital and Scene Text Images
    Joan, S. P. Faustina
    Valli, S.
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES, 2019, 89 (01) : 77 - 101
  • [49] Text Extraction from Images using Gamma Correction Method and different Text Extraction Methods - A Comparative Analysis
    Devi, G. Gayathri
    Sumathi, C. P.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [50] A fast hierarchical method for multi-script and arbitrary oriented scene text extraction
    Lluis Gomez
    Dimosthenis Karatzas
    International Journal on Document Analysis and Recognition (IJDAR), 2016, 19 : 335 - 349