Visual search by training efficient and effective deep network models

Visual search by training efficient and effective deep network models

This paper presents some of the state-of-the-art deep learning and machine learning methods for scene text detection and text recognition. It illustrates the performance and methods used in these novel solutions and analyze them for visual search problem in the area of natural scene text extracti...

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Main Author: Khaing, Phyu Thwe Htet Htet
Other Authors: Lu Shijian
Format: Final Year Project
Language:English
Published: 2019
Subjects:
DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Online Access:http://hdl.handle.net/10356/76979
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-76979
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spelling sg-ntu-dr.10356-769792023-03-03T20:46:40Z Visual search by training efficient and effective deep network models Khaing, Phyu Thwe Htet Htet Lu Shijian School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision This paper presents some of the state-of-the-art deep learning and machine learning methods for scene text detection and text recognition. It illustrates the performance and methods used in these novel solutions and analyze them for visual search problem in the area of natural scene text extraction problem. Bachelor of Engineering (Computer Science) 2019-04-28T13:56:03Z 2019-04-28T13:56:03Z 2019 Final Year Project (FYP) http://hdl.handle.net/10356/76979 en Nanyang Technological University 33 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
spellingShingle DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Khaing, Phyu Thwe Htet Htet
Visual search by training efficient and effective deep network models
description This paper presents some of the state-of-the-art deep learning and machine learning methods for scene text detection and text recognition. It illustrates the performance and methods used in these novel solutions and analyze them for visual search problem in the area of natural scene text extraction problem.
author2 Lu Shijian
author_facet Lu Shijian
Khaing, Phyu Thwe Htet Htet
format Final Year Project
author Khaing, Phyu Thwe Htet Htet
author_sort Khaing, Phyu Thwe Htet Htet
title Visual search by training efficient and effective deep network models
title_short Visual search by training efficient and effective deep network models
title_full Visual search by training efficient and effective deep network models
title_fullStr Visual search by training efficient and effective deep network models
title_full_unstemmed Visual search by training efficient and effective deep network models
title_sort visual search by training efficient and effective deep network models
publishDate 2019
url http://hdl.handle.net/10356/76979
_version_ 1759856962372108288

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