ICFHR 2016 Competition on the Analysis of Handwritten Text in Images of Balinese Palm Leaf Manuscripts

被引:0
|
作者
Burie, Jean-Christophe [1 ]
Coustaty, Mickael [1 ]
Hadi, Setiawan [3 ]
Kesiman, Made Windu Antara [1 ,2 ]
Ogler, Jean -Marc [1 ]
Paulus, Erick [3 ]
Sok, Kimheng [4 ]
Sunarya, I. Made Gede [2 ]
Valy, Dona [4 ]
机构
[1] Univ La Rochelle, L3i, Ave Michel Crepeau, F-17042 La Rochelle 1, France
[2] Ganesha Univ Educ, LCI, Jalan Udayana 11, Singaraja 81116, Bali, Indonesia
[3] Univ Padjajaran, Robot Artificial Intelligence & Digital Image RAI, Bandung, Indonesia
[4] Inst Technol Cambodia, Dept Informat & Commun Engn, Phnom Penh, Cambodia
来源
PROCEEDINGS OF 2016 15TH INTERNATIONAL CONFERENCE ON FRONTIERS IN HANDWRITING RECOGNITION (ICFHR) | 2016年
关键词
Balinese script; palm leaf manuscript; binarization; query-by-example word spotting; isolated character recognition; performance evaluation; BINARIZATION;
D O I
10.1109/ICFHR.2016.107
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 the results of the Competition on the Analysis of Handwritten Text in Images of Balinese Palm Leaf Manuscripts that was organized in the context of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR-2016). This competition provides a suitable challenge for testing and evaluation of robustness for some methods, image features and descriptors which were already proposed for handwritten text analysis of document image. In this competition, three different challenges in document analysis of palm leaf manuscript images are proposed: Challenge 1: Binarization of Palm Leaf Manuscript Images, Challenge 2: Query-by-Example Word Spotting on Palm Leaf Manuscript Images, and Challenge 3: Isolated Character Recognition of Balinese Script in Palm Leaf Manuscript Images. The first handwritten Balinese palm leaf manuscript dataset, the AMADI_LontarSet, is used for performance evaluation. This paper describes the competition details including the dataset creation and the ground truth construction, the evaluation measures used, a short description of each participant as well as the performance of the all submitted methods.
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页码:596 / 601
页数:6
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