{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T22:55:26Z","timestamp":1776120926568,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T00:00:00Z","timestamp":1533081600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61733007"],"award-info":[{"award-number":["61733007"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573160"],"award-info":[{"award-number":["61573160"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Program for Support of Top-Notch Young Professionals and the Program for HUST Academic Frontier Youth Team"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. on Image Process."],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/tip.2018.2825107","type":"journal-article","created":{"date-parts":[[2018,4,9]],"date-time":"2018-04-09T18:04:46Z","timestamp":1523297086000},"page":"3676-3690","source":"Crossref","is-referenced-by-count":752,"title":["TextBoxes++: A Single-Shot Oriented Scene Text Detector"],"prefix":"10.1109","volume":"27","author":[{"given":"Minghui","family":"Liao","sequence":"first","affiliation":[]},{"given":"Baoguang","family":"Shi","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3449-5940","authenticated-orcid":false,"given":"Xiang","family":"Bai","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.371"},{"key":"ref38","article-title":"Scene text detection via holistic, multi-channel prediction","volume":"abs 1606 9002","author":"yao","year":"2016","journal-title":"CoRR"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_4"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2012.2199327"},{"key":"ref31","first-page":"ii-366","article-title":"Detecting and reading text in natural scenes","author":"chen","year":"2004","journal-title":"Proc CVPR"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.451"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2353813"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2004.02.006"},{"key":"ref35","first-page":"4034","article-title":"Orientation robust text line detection in natural images","author":"kang","year":"2014","journal-title":"Proc CVPR"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2400217"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2016.2547588"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477663"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.03.078"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2656474"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298871"},{"key":"ref64","article-title":"End-to-end text recognition with hybrid HMM maxout models","volume":"abs 1310 1811","author":"alsharif","year":"2013","journal-title":"CoRR"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.254"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477575"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2317980"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2302896"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2013.100"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_33"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2010.04.002"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"939507","DOI":"10.1117\/12.2083709","article-title":"Text line detection based on cost optimized local text line direction estimation","volume":"9395","author":"guo","year":"2015","journal-title":"Proc SPIE"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.04.027"},{"key":"ref25","article-title":"DeepText: A unified framework for text proposal generation and text detection in natural images","volume":"abs 1605 7314","author":"zhong","year":"2016","journal-title":"CoRR"},{"key":"ref50","article-title":"COCO-Text: Dataset and benchmark for text detection and recognition in natural images","volume":"abs 1601 7140","author":"veit","year":"2016","journal-title":"CoRR"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2013.221"},{"key":"ref59","first-page":"280","article-title":"Aggregating local context for accurate scene text detection","author":"he","year":"2016","journal-title":"Proc Asian Conf Comput Vis"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.528"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s10032-015-0237-z"},{"key":"ref56","first-page":"91","article-title":"Text localization based on fast feature pyramids and multi-resolution maximally stable extremal regions","author":"zamberletti","year":"2014","journal-title":"Proc Asian Conf Comput Vis"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.143"},{"key":"ref54","doi-asserted-by":"crossref","first-page":"2296","DOI":"10.1109\/TIP.2013.2249082","article-title":"Scene text detection via connected component clustering and nontext filtering","volume":"22","author":"koo","year":"2013","journal-title":"IEEE Trans Image Process"},{"key":"ref53","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15549-9_43"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"ref11","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Proc NIPS"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.283"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2646371"},{"key":"ref13","first-page":"4161","article-title":"Textboxes: A fast text detector with a single deep neural network","author":"liao","year":"2017","journal-title":"Proc AAAI"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0620-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref19","first-page":"1083","article-title":"Detecting texts of arbitrary orientations in natural images","author":"yao","year":"2012","journal-title":"Proc CVPR"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46604-0_8"},{"key":"ref3","first-page":"4103","article-title":"Detection and recognition of text embedded in online images via neural context models","author":"kang","year":"2017","journal-title":"Proc AAAI"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"800","DOI":"10.1109\/TIP.2010.2070803","article-title":"A hybrid approach to detect and localize texts in natural scene images","volume":"20","author":"pan","year":"2011","journal-title":"IEEE Trans Image Process"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2366765"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0823-z"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248097"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2015.7333942"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2013.279"},{"key":"ref46","article-title":"Very deep convolutional networks for large-scale image recognition","volume":"abs 1409 1556","author":"simonyan","year":"2014","journal-title":"CoRR"},{"key":"ref45","article-title":"R2CNN: Rotational region CNN for orientation robust scene text detection","volume":"abs 1706 9579","author":"jiang","year":"2017","journal-title":"CoRR"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143891"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.368"},{"key":"ref41","article-title":"PVANET: Deep but lightweight neural networks for real-time object detection","volume":"abs 1608 8021","author":"kim","year":"2016","journal-title":"CoRR"},{"key":"ref44","first-page":"4937","article-title":"Sren: Shape regression network for comic storyboard extraction","author":"he","year":"2017","journal-title":"Proc AAAI"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/83\/8347140\/08334248.pdf?arnumber=8334248","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:13:21Z","timestamp":1642004001000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8334248\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":65,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tip.2018.2825107","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8]]}}}