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Synthetic data has been a critical tool for training scene text detection and recognition models.
Ray casting for modeling solids
Scott D Roth · 1982
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Long short-term memory
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Contour detection and hierarchical image segmentation
Pablo Arbelaez, Michael Maire, Charless Fowlkes, and Jitendra Malik · 2011
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End-to-end scene text recognition
Kai Wang, Boris Babenko, and Serge Belongie · 2011
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Scene text recognition using higher order language priors
Anand Mishra, Karteek Alahari, and CV Jawahar · 2012
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End-to-end text recognition with convolutional neural networks
Tao Wang, David J Wu, Adam Coates, and Andrew Y Ng · 2012
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Icdar 2013 robust reading competition
Dimosthenis Karatzas, Faisal Shafait, Seiichi Uchida, Masakazu Iwamura, Lluis Gomez i Bigorda, Sergi Robles Mestre, Joan Mas, David Fernandez Mota, Jon Almazan Almazan, and Lluis Pere de las Heras · 2013
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Recognizing text with perspective distortion in natural scenes
Trung Quy Phan, Palaiahnakote Shivakumara, Shangxuan Tian, and Chew Lim Tan · 2013
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Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
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Synthetic data and artificial neural networks for natural scene text recognition
Max Jaderberg, Karen Simonyan, Andrea Vedaldi, and Andrew Zisserman · 2014
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A robust arbitrary text detection system for natural scene images
Anhar Risnumawan, Palaiahankote Shivakumara, Chee Seng Chan, and Chew Lim Tan · 2014
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Icdar 2015 competition on robust reading
Dimosthenis Karatzas, Lluis Gomez-Bigorda, Anguelos Nicolaou, Suman Ghosh, Andrew Bagdanov, Masakazu Iwamura, Jiri Matas, Lukas Neumann, Vijay Ramaseshan Chandrasekhar, Shijian Lu, et al · 2015
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Semantic pose using deep networks trained on synthetic rgb-d
Jeremie Papon and Markus Schoeler · 2015
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Learning deep object detectors from 3d models
Xingchao Peng, Baochen Sun, Karim Ali, and Kate Saenko · 2015
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Text detection and recognition in imagery: A survey
Qixiang Ye and David Doermann · 2015
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Synthetic data for text localisation in natural images
Ankush Gupta, Andrea Vedaldi, and Andrew Zisserman · 2016
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Scenenet RGB-D: 5m photorealistic images of synthetic indoor trajectories with ground truth
John McCormac, Ankur Handa, Stefan Leutenegger, and Andrew J. Davison · 2016
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Unrealcv: Connecting computer vision to unreal engine
Weichao Qiu and Alan Yuille · 2016
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Playing for data: Ground truth from computer games
Stephan R Richter, Vibhav Vineet, Stefan Roth, and Vladlen Koltun · 2016
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The synthia dataset: A large collection of synthetic images for semantic segmentation of urban scenes
German Ros, Laura Sellart, Joanna Materzynska, David Vazquez, and Antonio M Lopez · 2016
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Arbitrarily-oriented text recognition
Zhanzhan Cheng, Xuyang Liu, Fan Bai, Yi Niu, Shiliang Pu, and Shuigeng Zhou · 2017
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Total-text: A comprehensive dataset for scene text detection and recognition
Chee Kheng Ch’ng and Chee Seng Chan · 2017
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R2cnn: rotational region cnn for orientation robust scene text detection
Yingying Jiang, Xiangyu Zhu, Xiaobing Wang, Shuli Yang, Wei Li, Hua Wang, Pei Fu, and Zhenbo Luo · 2017
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Effective use of synthetic data for urban scene semantic segmentation
Fatemeh Sadat Saleh, Mohammad Sadegh Aliakbarian, Mathieu Salzmann, Lars Petersson, and Jose M Alvarez · 2018
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Aster: An attentional scene text recognizer with flexible rectification
Baoguang Shi, Mingkun Yang, XingGang Wang, Pengyuan Lyu, Xiang Bai, and Cong Yao · 2018
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Falling things: A synthetic dataset for 3d object detection and pose estimation
Jonathan Tremblay, Thang To, and Stan Birchfield · 2018
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Verisimilar image synthesis for accurate detection and recognition of texts in scenes
Fangneng Zhan, Shijian Lu, and Chuhui Xue · 2018
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Character region awareness for text detection
Youngmin Baek, Bado Lee, Dongyoon Han, Sangdoo Yun, and Hwalsuk Lee · 2019
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Deep matching prior network: Toward tighter multi-oriented text detection
Yuliang Liu and Lianwen Jin · 2017
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Icdar2017 robust reading challenge on multi-lingual scene text detection and script identification-rrc-mlt
Nibal Nayef, Fei Yin, Imen Bizid, Hyunsoo Choi, Yuan Feng, Dimosthenis Karatzas, Zhenbo Luo, Umapada Pal, Christophe Rigaud, Joseph Chazalon, et al · 2017
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Detecting oriented text in natural images by linking segments
Baoguang Shi, Xiang Bai, and Serge Belongie · 2017
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Domain randomization for transferring deep neural networks from simulation to the real world
Josh Tobin, Rachel Fong, Alex Ray, Jonas Schneider, Wojciech Zaremba, and Pieter Abbeel · 2017
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Learning from synthetic humans
Gul Varol, Javier Romero, Xavier Martin, Naureen Mahmood, Michael J Black, Ivan Laptev, and Cordelia Schmid · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Xinlong Wang, Zhipeng Man, Mingyu You, and Chunhua Shen · 2017
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Stefan Hinterstoisser, Olivier Pauly, Hauke Heibel, Martina Marek, and Martin Bokeloh · 2019
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Meta-sim: Learning to generate synthetic datasets
Amlan Kar, Aayush Prakash, Ming-Yu Liu, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, and Sanja Fidler · 2019
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Show, attend and read: A simple and strong baseline for irregular text recognition
Hui Li, Peng Wang, Chunhua Shen, and Guyu Zhang · 2019
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Alchemy: Techniques for rectification based irregular scene text recognition
Shangbang Long, Yushuo Guan, Bingxuan Wang, Kaigui Bian, and Cong Yao · 2019
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2d attentional irregular scene text recognizer
Pengyuan Lyu, Zhicheng Yang, Xinhang Leng, Xiaojun Wu, Ruiyu Li, and Xiaoyong Shen · 2019
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Nibal Nayef, Yash Patel, Michal Busta, Pinaki Nath Chowdhury, Dimosthenis Karatzas, Wafa Khlif, Jiri Matas, Umapada Pal, Jean-Christophe Burie, Cheng-lin Liu, et al · 2019
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Towards unconstrained end-to-end text spotting
Siyang Qin, Alessandro Bissacco, Michalis Raptis, Yasuhisa Fujii, and Ying Xiao · 2019
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Learning shape-aware embedding for scene text detection
Zhuotao Tian, Michelle Shu, Pengyuan Lyu, Ruiyu Li, Chao Zhou, Xiaoyong Shen, and Jiaya Jia · 2019
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Arbitrary shape scene text detection with adaptive text region representation
Xiaobing Wang, Yingying Jiang, Zhenbo Luo, Cheng-Lin Liu, Hyunsoo Choi, and Sungjin Kim · 2019
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Spatial fusion gan for image synthesis
Fangneng Zhan, Hongyuan Zhu, and Shijian Lu · 2019
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Look more than once: An accurate detector for text of arbitrary shapes
Chengquan Zhang, Borong Liang, Zuming Huang, Mengyi En, Junyu Han, Errui Ding, and Xinghao Ding · 2019
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Synthtext3d: synthesizing scene text images from 3d virtual worlds
Minghui Liao, Boyu Song, Shangbang Long, Minghang He, Cong Yao, and Xiang Bai · 2020
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