Reading Text in Consumer Digital Photographs

机译：阅读消费者数码照片中的文字

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We present a distributed system to extract text contained in natural scenes within consumer photographs. The objective is to automatically annotate pictures in order to make consumer photo sets searchable based on the image content. The system is designed to process a large volume of photos, by quickly isolating candidate text regions, and successively cascading them through a series of text recognition engines which jointly make a decision on whether or not the region contains text that is readable by OCR. In addition, a dedicated rejection engine is built on top of each text recognizer to adapt its confidence measure to the specifics of the task. The resulting system achieves very high text retrieval rate and data throughput with very small false detection rates.

机译：我们提出了一种分布式系统，用于提取消费者照片中自然场景中包含的文本。目的是自动注释图片，以使用户图片集可基于图像内容进行搜索。该系统设计为通过快速隔离候选文本区域并通过一系列文本识别引擎依次层叠它们来处理大量照片，这些文本识别引擎共同决定该区域是否包含OCR可读的文本。此外，在每个文本识别器的顶部都建立了专用的拒绝引擎，以使其置信度度量适应任务的具体要求。最终的系统以非常小的错误检测率实现了很高的文本检索率和数据吞吐量。

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来源
《Document Recognition and Retrieval XIV; Proceedings of SPIE-The International Society for Optical Engineering; vol.6500; Electronic Imaging Science and Technology》|2007年|650007.1-650007.8|共8页
会议地点 San JoseCA(US)
作者
Vincent Vanhoucke; S. Burak Gokturk;
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作者单位

Riya, 3 Waters Park Drive, Suite 210, San Mateo, CA, USA;

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会议组织
原文格式 PDF
正文语种 eng
中图分类模式识别与装置;
关键词
text detection; text recognition; model combination; digital photographs;

机译：文字检测；文字识别模型组合；数码照片;
入库时间 2022-08-26 14:31:16

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Gustav and KnightS. (eds), British Industrial Fictions , University of Wales Press, 2000, pp. viii + 212, £14.99 pb.; BalchJack S., Lamps at High Noon , University of Illinois Press, 2000, pp. xl + 404, $19.45 pb.; ConroyJack, A World to Win , University of Illinois Press, 2000, pp. xxxv + 348, $17.95 pb.GagnierRegenia, The Insatiability of Human Wants: Economics and Aesthetics in Market Society , University of Chicago Press, 2000, pp. 352, £10.50 pb. [O] . Paul Hyland, R. C. Richardson, Ivan Roots, 2001

机译：点评：历史的研究：一个书目指南，历史的英语理念从柯勒律治到科林伍德，英国当地历史，亚瑟和他的英语变脸：亚瑟王传说中中世纪英国生活和文学，在英国文艺复兴时期颁布性别舞台上，莎士比亚的女性结局，写英文共和国：诗歌，修辞学和政治学1627年至1660年，对旧的新故事：在小说中，天主教和反天主教在早期现代英语文本，长子继承权和继承权在英国圣经模式：综述文学中的历史和代表，通过对小说恢复的英语内战：一个注释的参考书目，戴安娜，自我利益和英国国家身份，古人与现代人之间的古典罗马的痕迹和古典罗马：巴洛克文化在恢复英格兰，浪漫英格兰的Bacchus：1780-1830，厌恶经济学的作家和饮料：十八世纪的文学业务ritain，伪造的房子在十八世纪的英国，穿着我们的衣服，牛津伴侣的浪漫时代：英国文化，1776 - 1832，国内空间：阅读十九世纪的内部，维多利亚人理论上：从德里达到布朗，美德的年龄：英国文化从恢复到浪漫主义，悲惨的痛苦：维多利亚州的残疾和感情，妇女作家第一次世界大战：一个注释的书目，文学中的酒吧，英国工业小说，人类的缘故想要：市场苏格里希第德森市场的经济和美学。 C.，历史的研究：一个书目指南，第二版，曼彻斯特大学出版社，2000，第十四+ 140，£40.00.ParkerChristopher，历史的英语从理念到柯勒律治科林伍德，Ashgate出版社，2000，页。 VII + 244，£45.Richardsonr。 C.（ed。），英语当地历史的变化面孔，ashgate，2000，pp。viii + 218，£45.00.00.00.Parronw。 RJ（编辑），亚瑟和他的英文：亚瑟王传说中中世纪英国生活和文学，威尔士出版社，1999年大学，第398，£35.00.ComensoliViviana和RussellAnne（EDS），英国文艺复兴舞台上颁布性别，伊利诺伊大学出版社，1999，第270页，18.95英镑; SaunderseVe Rachel，在早期现代英格兰舞台上的雷切尔，性别和识字，剑桥大学出版社，1999，PP。260，£35.BerringPhilippa，莎士比亚的女性化的遗址，Routledge，1999，PP。197，£15.99 PB。 Bellilona，伊丽莎白裔女性和甲师诗歌，剑桥大学出版社，1998，PP。262，£35.00.norbrookdavid，写英国共和国：诗歌，修辞和政治1627-1660，剑桥大学出版社，1999，PP。XIII + 509 ，£40.FischHarold，对于旧的新故事：在小说，Macmillan出版社，1998年，第圣经模式X + 236，£42.50; Fischharold，Shakespeare，Milton和Blake的圣经存在，1999年，PP。Xi + 330，£45.marottiarthur F.（Ed。），天主教和早期现代英语文本，Macmillan，1999，PP的天主教和反天主教。XVII + 266，£47.50; Shellalison，天主教，争议和英国文学想象，1558-1660，剑桥大学出版社，1999，PP。XI + 309，£37.50.Jamoussizouheir，Punigoghts和Envland在英国：他们在文学中的历史和代表调查，中心出版大学，突尼斯，1999，PP。293,8 DT.Murphorn Xane C.，英语内战通过虚构的恢复：一个注释书目，格林伍德出版社，韦斯特波特，CT，CT。，2000，PP。VIII + 349，£63.95 .HammondPaul，德莱顿和古典罗马，克拉伦登出版社，牛津，1999年的痕迹，第305，£45.00.LevineJoseph M.，古人和现代人之间：巴洛克文化恢复英格兰，耶鲁大学出版社，1999，页。 XIV + 279，£27.50.50.50.5.50.Tayloranya，浪漫英格兰的Bacchus：作家和饮料，1780-1830，Macmillan，1999，PP。Xi + 264，£47.50.Mandelllaura，罕有内容：十八世纪英国的文学业务，肯塔基州大学，1999，PP。X + 228，$ 42.00.Bainespaul，在十八世纪的英国伪造之家，阿什捷，1999年，PP。第八次+ 195，£47.50.50.50.50.Munnsjessica和Richardspenny（EDS），穿着我们，纽瓦克，特拉华大学出版社，1999，PP。362，£ 37.McCalmanIain（编辑），牛津伴侣对浪漫的年龄：英国文化，1776年至1832年，牛津大学出版社，1999，页。 XII + 780，£85.Brydeninga和Floydjanet（EDS），国内空间：阅读十九世纪内部，曼彻斯特大学出版社，1999，PP。XII + 219，£40.00; KiddAlan和NichollsDavid（EDS），性别，公民文化和消费：在英国，1800年至1940年中产阶层的身份，曼彻斯特大学出版社，1999年，第十四+ 223，£46.00，PB。 14.99英镑的理论上，从Derrida到Browning，曼彻斯特大学出版社，1999年，PP。X + 180，£40.Moreedavid，富于浪漫主义，2000，2000，PP。八+ 330，£45.Klesmary，悲惨的痛苦：宾夕法尼亚大学的维多利亚州美国的残疾和感情，1999年，第211次，第一次第一次世界大战的妇女作家：一名注册参考书目，rutledge，2000，pp。230，75英镑; TyleeClaire与Turnerelaine和Cardinalagnes（EDS），战争扮演妇女：国际选集，Routledge，2000，PP。225，£16.99 PB.Taylorjohn A.，戴安娜，自身利益和英国国家身份，Praeger，2000，PP 。169，£44.95.EARNShawsteven，文学中的酒吧，曼彻斯特大学出版社，2000，PP。X + 294，£45和15.99英镑PB.Klaush。古斯塔夫和骑士。（EDS），英国工业小说，威尔士大学出版社，2000，PP。VIII + 212，£14.99 PB。 Balchjack S.，伊利诺伊大学高中中午的灯，2000年，PP。XL + 404，$ 19.45 PB。康罗伊士队，伊利诺伊大学的世界胜利，2000年，PP。XXXV + 348，17.95磅PB.Gagnierregenia，人类想要的缘故：市场学会的经济学和美学，芝加哥大学出版社，2000，PP。352，£ 10.50 PB。

Reading Text in Consumer Digital Photographs

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