D. Karatzas, L. Gomez, A. Nicolaou, S. K. Ghosh, A. Bagdanov et al.,

«. Icdar, Proceedings of the 2015 13th International Conference on Document Analysis and Recognition p, 2015.

D. Karatzas, . Shafait, . Uchida, . Seiichi, . Iwamura et al., Proceedings of the 2013 12th International Conference on Document Analysis and Recognition p, pp.1484-1493, 2013.

K. Wang, Belongie & Serge

«. Word, Proceedings of the 11th European conference on Computer vision (ECCV) p, pp.591-604, 2010.

B. Shi, C. Yao, M. Liao, M. Yang, P. Xu et al., «ICDAR2017 Competition on Reading Chinese Text in the Wild (RCTW-17)» ; arXiv preprint, 2017.

. Google,

, «Google Translation Engine

. Microsoft,

, «Microsoft Translation Engine

. Orcam,

, Orcam my eye

S. L. Joseph and X. , Zhang & I. Dryanovski ; «Semantic Indoor Navigation with a Blind-User Oriented Augmented Reality, IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp.p. -(, 2013.

Y. Netzer, T. Wang, A. Coates, A. Bissacco, B. Y. Wu-&-a et al., Reading Digits in Natural Images with Unsupervised Feature Learning» ; NIPS workshop on deep learning and unsupervised feature learning p, 2011.

, J. Greenhalgh & M. Mirmehdi ; «Recognizing Text-Based Traffic Signs

, IEEE Transactions on Intelligent Transportation Systems, vol.16, pp.1-10, 2015.

. Openalpr, License Plate Detection and Recognition» ; (Accessed on 05, 2017.

R. Smith, Ninth International Conference on Document Analysis and Recognition,ICDAR, 2007.

Q. Ye-&-d.-doermann and ;. , Text detection and recogni-tion in imagery : A survey» ; Pattern Analysis and Machine Intelli-gence, IEEE Transactions on, vol.37, pp.1480-1500, 2015.

K. Jung, K. I. Kim-&-a, and . Jain, «Text information extraction in images and video : a survey» ; Pattern Recognition, vol.37, pp.977-997, 2004.

J. Liang, D. Doermann, and &. H. Li, «Camera-based analysis of text and documents : a survey», International Journal on Document Analysis and Recognition (IJDAR), vol.2, pp.84-104, 2005.

S. Uchida, «Text Localization and Recognition in Images and Video» ; Handbook of Document Image Processing and Recognition, springer p, pp.843-883, 2014.

B. , Computer Vision Center ; «Robust Reading Competition, 2015.

A. Veit, T. Matera, L. Neumann, J. Matas, and &. S. Belongie-;-«coco-text, Dataset and Benchmark for Text Detection and Recognition in Natural Images», 2016.

L. Gomez-&-d.-karatzas and ;. , TextProposals : a Text-Specific Selective Search Algorithm for Word Spotting in the Wild» ; Pattern Recognition 70, pp.60-74, 2017.

M. Jaderberg, K. Simonyan, and A. Vedaldi-&-a.-zisserman-;-«reading, International Journal of Computer Vision, vol.16, pp.1-20, 2016.

Z. Zhong, L. Jin, and &. S. Huang-;-«deeptext, A new approach for text proposal generation and text detection in natural images, IEEE International Conference on Acoustics, Speech and Signal Processing, pp.1208-1212, 2017.

Z. Tian, W. Huang, T. He, P. He, and &. Qiao, «Detecting Text in Natural Image with Connectionist Text Proposal Network

, European Conference on Computer Vision (ECCV), pp.p. -(, 2016.

H. Jan, R. Benenson, and &. Schiele, «How good are detection proposals, really ?, Proceedings of the British Machine Vision Conference, 2014.

Z. Zhang, W. Shen, C. Yao, and &. Bai, «Symmetry-Based Text Line Detection in Natural Scenes» ; IEEE Conference on Computer Vision and Pattern Recognition p, pp.2558-2567, 2015.

D. Nguyen, S. Lu, N. Ouarti, &. Mokhtari, and ;. Box, An Object Proposal Approach for Scene Text Localization» ; IEEE Winter Conference on Application of Computer Vision p, pp.1296-1305, 2017.

L. Zitnick, &. Dollar, and ;. Boxes, Locating Object Proposals from Edges, pp.391-405, 2014.

J. R. Uijlings and K. E. Van-de-sande, Gevers & A. W. M. Smeulders

, «Selective Search for Object Recognition, vol.104, pp.154-171, 2013.

M. Jiri, C. Ondrej, U. Martin, and &. P. Tomas, «Robust Wide Baseline Stereo from Maximally Stable Extremal Regions» ; British Machine Vision Conference p, 2002.

S. Ren, K. He, R. Girshick, and &. J. Sun-;-«faster-r-cnn, Advances in Neural Information Processing Systems 28 p, pp.91-99, 2015.

Y. Jiang, X. Zhu, X. Wang, S. Yang, W. Li et al.,

«. R2cnn, Rotational Region CNN for Orientation Robust Scene Text Detection, 2017.

L. Rong, E. Mengyi, and L. , haibin ; «Weakly supervised text attention network for generating text proposals in natural scenes» ; International conference on document analysis and recognition (ICDAR, Jianqiang & Z, 2017.

T. Shangxuan, Y. Pan, C. Huang, S. Lu, K. L. Yu-&-c et al., «Text Flow : A Unified Text Detection System in Natural Scene Images, pp.4651-4659, 2015.

Z. Siyu and &. Z. Richard,

«. Text, Detection System for Natural Scenes With Convolutional Feature Learning and Cascaded Classification, Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.625-632, 2016.

T. Wang, D. J. Wu, A. Y. Coates-&-a, and . Ng, Proceedings of the 2012 International Conference on Pattern Recognition (ICPR) p, pp.3304-3308, 2012.

K. Wang, B. Babenko, and &. S. Belongie,

, Proceedings of the 2011 International Conference on Computer Vision (ICCV) p, pp.1457-1464, 2011.

X. Yin, W. Pei, J. Zhang, and &. Hao, «Multi-Orientation Scene Text Detection with Adaptive Clustering», IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.37, pp.1930-1937, 2015.

S. Qin-&-r and . Manduchi,

, «A Fast and Robust Text Spotter

, IEEE International Conference on Applications of Computer Vision (WACV), pp.1-8, 2016.

X. Yin, X. Yin, K. Huang, and &. Hao, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.36, pp.970-983, 2014.

L. Kang, Y. Li-&-d.-doermann, and ;. , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.4034-4041, 2014.

H. Cho, M. Sung, and &. , IEEE Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.3566-3573, 2016.

M. C. Sung, B. Jun, H. Cho, and &. D. Kim, «Scene Text Detection with Robust Character Candidate Extraction Method, International Conference on Document Analysis and Recognition (ICDAR) p, pp.426-430, 2015.

B. Epshtein, E. Ofek, and &. Wexler, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.2963-2970, 2010.

W. Huang, Z. Lin, J. Yang, and &. Y. Wang,

, Text Localization in Natural Images using Stroke Feature Transform and Text Covariance Descriptors

, IEEE International Conference on Computer Vision (ICCV) p, pp.1241-1248, 2013.

S. Lu, T. Chen, S. Tian, J. L. Lim-&-c, and . Tan, «Scene text extraction based on edges and support vector regression», International Journal on Document Analysis and Recognition, vol.18, pp.125-135, 2015.

M. Buta, L. Neumann, &. Matas, and ;. Fastext, IEEE International Conference on Computer Vision (ICCV) p, pp.1206-1214, 2015.

C. Yao, X. Bai, N. Sang, X. Zhou, S. Zhou et al., Cao ; «Scene Text Detection via Holistic, Multi-Channel Prediction, Z, 2016.

Z. Zhang, C. Zhang, W. Shen, C. Yao, W. Liu et al., IEEE Conference on Computer Vision and Pattern Recognition p, pp.4159-4167, 2016.

T. He, W. Huang, Y. Qiao, and &. Yao, «Text-Attentional Convolutional Neural Network for Scene Text Detection», IEEE Transactions on Image Processing, vol.25, pp.2529-2541, 2016.

K. Simonyan and &. Zisserman, «Very Deep Convolutional Networks for Large-Scale Image Recognition, Proceedings of International Conference on Learning Representations, 2015.

M. Liao, B. Shi, X. Bai, X. Wang, and &. Liu-;-«textboxes, A Fast Text Detector with a Single Deep Neural Network» ; Association for the Advancement of Artificial Intelligence p, pp.4161-4167, 2017.

W. Liu, D. Anguelov, D. Erhan, C. Szegedy, S. Reed et al., «Single Shot MultiBox Detector, pp.21-37, 2016.

Y. Liu and &. L. Jin, Deep Matching Prior Network : Toward Tighter Multioriented Text Detection» ; IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2017.

W. He, X. Zhang, F. Yin, and &. Liu, Deep Direct Regression for Multi-Oriented Scene Text Detection», The IEEE International Conference on Computer Vision (ICCV, 2017.

B. Shi, X. &. Bai, and . Belongie, «Detecting Oriented Text in Natural Images by Linking Segments, 2017.

H. Hu, C. Zhang, Y. Luo, Y. Wang, J. Han et al., Exploiting Word Annotations for Character Based Text Detection», The IEEE International Conference on Computer Vision (ICCV, 2017.

A. Polzounov, A. Ablavatski, S. Escalera, S. Lu, &. Cai et al., Text Detection in Natural Images with Border Awareness, 2017.

Y. Wu-&-p.-natarajan, The IEEE International Conference on Computer Vision (ICCV, 2017.

G. Papandreou, L. Chen, and K. P. Murphy-&-a, Yuille ; «Weaklyand Semi-Supervised Learning of a Deep Convolutional Network for Semantic Image Segmentation», The IEEE International Conference on Computer Vision (ICCV), pp.p. -(, 2015.

S. Tian, S. Lu, and &. Li-;-«wetext, The IEEE International Conference on Computer Vision (ICCV, 2017.

B. Su and &. S. Lu, Accurate Scene Text Recognition based on Recurrent Neural Network» ; Asian Conference on Computer Vision p, pp.35-48, 2014.

U. Boy, A. Mishra, K. Alahari, and &. Jawahar, Scene Text Recognition and Retrieval for Large Lexicons» ; Asian Conference on Computer Vision p, pp.494-508, 2014.

B. Shi, X. Bai, and . Congyao,

, «An End-to-end Trainable neural network for image-based sequence recognition and its application to scene text recognition», IEEE Transactions on Pattern Analysis and Machine Intelligence, 2016.

B. Shi, X. Wang, P. Lyu, C. Yao, and &. Bai, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.4168-4176, 2016.

X. Yang, D. He, Z. Zhou, D. &. Kifer, and . Giles, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence p, pp.3280-3286, 2017.

Y. Gao, Y. Chen, J. Wang, and &. H. Lu, «Reading Scene Text with Attention Convolutional Sequence Modeling, 2017.

M. Jaderberg, A. Velaldi, and &. Zisserman, «Deep Features for Text Spotting, pp.512-528, 2014.

X. Bai, C. Yao, &. Liu, and ;. Strokelets, A Learned Multi-Scale Mid-Level Representation for Scene Text Recognition», IEEE Transactions on Image Processing, vol.25, pp.2798-2802, 2016.

A. Mishra, K. Alahari, and &. Jawahar, «Enhancing Energy Minimization Framework for Scene Text Recognition with Top-Down Cues», Journal on Computer Vision and Image Understanding, vol.145, pp.30-42, 2016.

C. Shi, C. Wang, B. Xiao, Y. Zhang, S. Gao et al., «Scene Text Recognition using Path-based Tree-structured Character Detection, IEEE Conference on Computer Vision and Pattern Recognition p, pp.2961-2968, 2013.

P. He, W. Huang, Y. Qiao, C. C. Loy, and &. Tang, «Reading Scene Text in Deep Convolutional Sequences» ; Association for the Advancement of Artificial Intelligence p, pp.3501-3508, 2016.

A. Bissaco, M. Cummins, and Y. Netzer-&-h.-neven-;-«photoocr, Reading Text in Uncontrolled Conditions, IEEE International Conference on Computer Vision (ICCV) p, pp.785-792, 2013.

K. Wang, B. Babenko, and &. S. Belongie, , pp.1457-1464, 2011.

L. Neumann and &. Matas, «Real-Time Scene Text Localization and Recognition, IEEE Conference on Computer Vision and Pattern Recognition p, pp.3538-3545, 2012.

L. Neumann and &. Matas, «Efficient Scene Text Localization and Recognition with Local Character Refinement, International Conference on Document Analysis and Recognition (ICDAR) p, pp.746-750, 2015.

C. Yao, X. Bai, and &. Liu,

«. Un, Unified Framework for Multioriented Text Detection and Recognition», IEEE Transactions on Image Processing, vol.23, pp.4737-4749, 2014.

H. Li and &. Shen, «Reading Car License Plates Using Deep Convolutional Neural Networks and LSTMs, 2016.

M. Busta, L. Neumann, and &. Matas, «Deep TextSpotter : An End-To-End Trainable Scene Text Localization and Recognition Framework», The IEEE International Conference on Computer Vision (ICCV, 2017.

M. Jaderberg, K. Simonyan, A. Velaldi, and &. Zisserman, Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition

, Workshop on Deep Learning, NIPS, 2014.

R. Girshick, J. Donahue, T. Darrell, and &. J. Malik, «Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation, IEEE Conference on Computer Vision and Pattern Recognition p, pp.580-587, 2014.

R. Girshick, International Conference on Computer Vision (ICCV), 2015.

S. M. Lucas, A. Panaretos, L. Sosa, A. Tang, S. Wong et al.,

«. Icdar, Robust Reading Competitions : Entries, Results and Future Directions», 2003.

A. Gupta, A. Vedaldi, and &. Zisserman, «Synthetic Data for Text Localisation in Natural Images, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) p, pp.2315-2324, 2016.

C. Yao, X. Bai, W. Liu, Y. Ma, and &. Z. Tu, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.

C. Wolf and &. , Jolion ; «Object count/Area Graphs for the Evaluation of Object Detection and Segmentation Algorithms», International Journal of Document Analysis, vol.8, pp.280-296, 2006.

T. Ojala, M. Pietikäinen, and &. Mäenpää, «Multiresolution gray-scale and rotation invariant texture classification with local binary patterns», IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, pp.971-987, 2002.

C. Szegedy, W. Liu, Y. Jia, P. Sermanet, S. Reed et al., IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2015.

B. Zhou, A. Khosla, A. Lapedriza, A. Oliva, and &. Torralba, IEEE International conference on Computer Vision and Pattern Recognition (CVPR), 2016.

P. Dollár, R. Appel, S. Belongie, and &. Perona, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.36, pp.1532-1545, 2014.

J. Redmon-&-a.-farhadi-;-«yolo9000, Better, Faster, Stronger, 2016.

J. Canny,

«. , Computational Approach to Edge Detection

, IEEE Transactions on Pattern Analysis and Machine Intelligence PAMI-8, pp.679-698, 1986.

P. Krahenbuhl-&-v.-koltun,

, «Geodesic Object Proposals, pp.725-739, 2014.

S. Manen, M. &. Guillaumin, and . Gool, «Prime Object Proposals with Randomized Prim's Algorithm, pp.2536-2543, 2013.

J. Ponttuset, P. Arbelaez, J. Barron, F. Marques, and &. J. Malik, «Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal Generation» ; IEEE Transactions on Pattern Analysis and Machine Intelligence 39, p, pp.128-140, 2017.

T. Lin, M. Maire, S. J. Belongie, L. D. Bourdev, R. B. Girshick et al., Common Objects in Context, 2014.

O. Russakovsky, J. Deng, H. Su, J. Krause, S. Satheesh et al.,

L. Fei-fei,

. «imagenet-large, Scale Visual Recognition Challenge» ; International Journal of Computer Vision (IJCV) 115, p, pp.211-252, 2015.

J. Redmon, S. Divvala, R. Girshick, and &. Farhadi, «You Only Look Once : Unified, Real-Time Object Detection, 2015.

C. Yi-&-y.-tian, «Text String Detection from Natural Scenes by Structure-Based Partition and Grouping», IEEE Transactions on Image Processing, vol.20, pp.2594-2605, 2011.

X. Zhou, C. Yao, H. Wen, &. Liang, and ;. East, IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2017.

T. He, W. Huang, Y. Qiao, and &. Yao, «Accurate Text Localization in Natural Image with Cascaded Convolutional Text Network, 2016.

H. Freeman-&-r and . Shapira, «Minimum-Area Encasing Rectangle for an Arbitrary Closed Curve», Communications of the ACM, vol.18, pp.409-413, 1975.

, «Aging in Place : Growing Old at Home

R. Igual and C. , Medrano & I. Plaza ; «Challenges, issues and trends in fall detection systems», BioMedical Engineering OnLine, 2013.

, «The Top Medication Reminder Apps for Patients, 2017.

«. Gps-tracking, Systems Help The Elderly