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OCR using the Artificial Neural Network with Character Localization using Combined PCA and MSER Features

Sonu Rani, Navpreet Kaur
2016 International Journal of Computer Applications  
The optical character recognition models are the algorithms to detect and extract the text from the image data.  ...  The natural text recognition model has been found efficient in the case of automatic text recognition from the sign boards, LED boards and other such information collection from other visual sources.  ...  Park et al. [2, 3 the automatic detection and recognition of Korean text use in outdoor signboard images.  ... 
doi:10.5120/ijca2016911486 fatcat:6mmzprporbfdvj2wlr7hitc6ke

An improved edge profile based method for text detection in images of natural scenes

A. Ikica, P. Peer
2011 2011 IEEE EUROCON - International Conference on Computer as a Tool  
Text detection in natural images has gained much attention in the last years as it is a primary step towards fully autonomous text recognition.  ...  In this article an improved edge profile based text detection method is presented. It uses a set of heuristic rules to eliminate detection of non-text areas.  ...  ACKNOWLEDGMENT This research is supported by the Public Agency for Technology of the Republic of Slovenia (TIA) -operation partly financed by the European Union, European Social Fund.  ... 
doi:10.1109/eurocon.2011.5929289 dblp:conf/eurocon/IkicaP11 fatcat:sebi7q37sfe2hl5rxu3q2nxypq

Recent Advances in Video Based Document Processing: A Review

Nabin Sharma, Umapada Pal, Michael Blumenstein
2012 2012 10th IAPR International Workshop on Document Analysis Systems  
These factors make the automatic text extraction and recognition in video frames a challenging task.  ...  Extraction and recognition of text present in video has become a very popular research area in the last decade.  ...  [25] used horizontal and vertical projection profile to detect Korean text in outdoor signboards. Shivakumara et al.  ... 
doi:10.1109/das.2012.72 dblp:conf/das/SharmaPB12 fatcat:b6wzw2slqnhpllrfjuemn3bzji

Touch TT: Scene Text Extractor Using Touchscreen Interface

Jehyun Jung, SeongHun Lee, Min Su Cho, Jin Hyung Kim
2011 ETRI Journal  
Automatically discovering text information, such as the titles of books and DVDs, landmarks, logos, contact information, signboards, and restaurant names from scene images, can be useful for various content-based  ...  It is also common for the content and background in outdoor images to have complex layouts.  ... 
doi:10.4218/etrij.11.1510.0029 fatcat:qa3hnynhvrb4rckf7ttnxutspq

Transfer Learning of a Deep Learning Model for Exploring Tourists' Urban Image Using Geotagged Photos

Youngok Kang, Nahye Cho, Jiyoung Yoon, Soyeon Park, Jiyeon Kim
2021 ISPRS International Journal of Geo-Information  
Recently, as computer vision and image processing technologies have rapidly advanced in the artificial intelligence (AI) field, deep learning technologies have been applied in the field of urban and regional  ...  The final model was applied to the entire dataset to analyze the regions of attraction and the tourists' urban image in Seoul.  ...  In particular, in the 2012 ImageNet Large Scale Visual Recognition Challenge (ILSVRC), AlexNet showed more than 10% better performance than the existing image recognition models.  ... 
doi:10.3390/ijgi10030137 fatcat:6nrwxqdfbrh3raltbe7hgdauf4

Text scanner with text detection technology on image sequences

Keechul Jung, Kwang In Kim, T. Kurata, M. Kourogi, JungHyun Han
Object recognition supported by user interaction for service robots  
We propose a text scanner, which detects wide text strings in a sequence of scene images.  ...  To provide enhanced resolution of the extracted text images, we perform the text detection process after generating a mosaic image in a fast and robust image registration method.  ...  White regions in Fig. 3 . 3 Examples of text detection for a frame. Fig. 4 4 and 5 are the case of wide banner in outdoor environment.  ... 
doi:10.1109/icpr.2002.1047979 dblp:conf/icpr/JungKH02 fatcat:re2fddkwijhdtnx3iksqidzxw4

Text-detection and -recognition from natural images

Hanaa Mahmood
2020
identify the existing challenges, wherein the differences in text resulting from disparity in alignment, style, size, and orientation combined with low image contrast and a complex background make automatic  ...  The aim of the study was to develop a robust text detection and recognition method from natural images with high accuracy and recall, which would be used as the target of the experiments.  ...  to the detection and recognition of text in videos and images.  ... 
doi:10.26174/thesis.lboro.11816487 fatcat:u5m5vrca6bbyzb5jlrlyqaqcoy

Robust multilingual OCR: from Ancient Indic texts to modern India Street signs

Raluja Robhit
2021
Indic Texts often contain out-of-vocabulary (OOV) words leading to significant errors in text scanned with Optical Character Recognition (OCR).  ...  Modern Indian street signs and license plates pose an even tougher reading challenge. They often appear in a variety of languages, fonts, sizes, and orientations.  ...  I would also like to thank Devaraj Adiga, Ayush Maheshwari, Mayur Punjabi, Pankaj Singh and Bhavya Patwa for their contributions. Rohit Saluja IIT Bombay 22 January 2021  ... 
doi:10.26180/13661540 fatcat:qaoasxju7ze7znmz5y4u64hw2u

Spring 2013 Vol. 20 No. 2

Erin McCarthy And Lisa Trivedi
2014 The ASIANetwork Exchange: A Journal for Asian Studies in the Liberal Arts  
Xuying Yu) and in "Kant's Critical Philosophy. " And, finally, my deepest thanks to the members of the 2009-10 version of Team Fulbright: David Campion, Joseph Chaney, Janel Curry, Hedley Freake, Paul  ...  by Tom Osgood; to my colleagues at the University of Hong Kong and the other public universities with whom we worked, as well as to my HKU students in "The Postmodern City" (and my T.A.  ...  These strategies include assigning topical glossary essays that accompany his own translation of the Daode Jing and the proverb-like aphorisms found in the text that include hints on how to detect the  ... 
doi:10.16995/ane.114 fatcat:uv5dk64bczaw5ioxi5s6qojseq

The tobacco industry in South Korea since market liberalisation : implications for strengthening tobacco control

Sungkyu Lee
2013
In addition, the outdoor advertisements, such as store name signboards, skylight screens, and projecting billboards etc.were classified as "examples of illegal and improper cigarette advertisements and  ...  A health warming shall appear on each pack of cigarettes. The text shall be in the Korean language on the side of the package and shall be identical to that of Korean brands of national origin.  ...  of such products are marked to assist Parties in determining the origin of tobacco products, and in accordance with national law and relevant bilateral or multilateral agreements, assist Parties in determining  ... 
doi:10.17037/pubs.00768502 fatcat:nwjvr44bgzf5tptpxiqvrmcyoe

Picturing Everyday Life: Politics and Aesthetics of Saenghwal in Postwar South Korea, 1953-1959

Jae Won Edward Chung
2017
Following the collapse of the Japanese Empire (1945) and the devastation of the Korean War (1950-1953), the question of how to represent and imagine "everyday life" or "way of life" (saenghwal, 生活) became  ...  , and educational and feature films, I characterize this period broadly in terms of "postwar crisis of modernity."  ...  In the same vein, Tonggil is drawn towards the signboard automatically, almost mechanically ("before he knew it").  ... 
doi:10.7916/d8z89qvs fatcat:cx6p2xm4ojcnpl65icgcljbepq

Book Review: Heritage Tourism in Southeast AsiaHitchcockMichael, KingVictor T. and ParnwellMichael, eds, Heritage Tourism in Southeast Asia, NIAS Press, Copenhagen, 2010, xiv + 322 pp

Michael Herzfeld
2011 South East Asia Research  
The authors very gratefully acknowledge the European Commission's Asia Urbs programme and the People's Committee of Hai Duong, the London Borough of Hackney and Limerick Corporation for their contribution  ...  The authors would also like to thank Tang Ba Hoanh for his work on the traditional handicraft villages and his contribution to the programme.  ...  Outdoor Ethnographic Museums, Tourism and Nation Building in Southeast Asia Michael Hitchcock and Nick Stanley 1 introduCtion Outdoor ethnographic museums in Southeast Asia enjoyed huge popularity  ... 
doi:10.5367/sear.2011.0080 fatcat:dvvgteg37ze27djsbqpj52y4k4

Heritage tourism in southeast Asia

Aaron Tham
2012 Journal of Heritage Tourism  
The authors very gratefully acknowledge the European Commission's Asia Urbs programme and the People's Committee of Hai Duong, the London Borough of Hackney and Limerick Corporation for their contribution  ...  The authors would also like to thank Tang Ba Hoanh for his work on the traditional handicraft villages and his contribution to the programme.  ...  Outdoor Ethnographic Museums, Tourism and Nation Building in Southeast Asia Michael Hitchcock and Nick Stanley 1 introduCtion Outdoor ethnographic museums in Southeast Asia enjoyed huge popularity  ... 
doi:10.1080/1743873x.2011.601887 fatcat:l5jnts2h3vbljneqvi6in5qjly

Heritage Tourism in Southeast Asia

Carson L. Jenkins
2012 Tourism Management  
The authors very gratefully acknowledge the European Commission's Asia Urbs programme and the People's Committee of Hai Duong, the London Borough of Hackney and Limerick Corporation for their contribution  ...  The authors would also like to thank Tang Ba Hoanh for his work on the traditional handicraft villages and his contribution to the programme.  ...  Outdoor Ethnographic Museums, Tourism and Nation Building in Southeast Asia Michael Hitchcock and Nick Stanley 1 introduCtion Outdoor ethnographic museums in Southeast Asia enjoyed huge popularity  ... 
doi:10.1016/j.tourman.2011.02.018 fatcat:ujh4pa7lozcwpnk3qgwjwuy57i

Heritage tourism in Southeast Asia

2011 ChoiceReviews  
The authors very gratefully acknowledge the European Commission's Asia Urbs programme and the People's Committee of Hai Duong, the London Borough of Hackney and Limerick Corporation for their contribution  ...  The authors would also like to thank Tang Ba Hoanh for his work on the traditional handicraft villages and his contribution to the programme.  ...  Outdoor Ethnographic Museums, Tourism and Nation Building in Southeast Asia Michael Hitchcock and Nick Stanley 1 introduCtion Outdoor ethnographic museums in Southeast Asia enjoyed huge popularity  ... 
doi:10.5860/choice.49-2138 fatcat:bygnmvbzyvddnaymfuwgsw76my
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