Cover Image

Inspect species recognition featuring projection-based shape descriptor

Access is limited to UniMAP community.

Saved in:
Bibliographic Details
Main Author: Mohammad Zulhilmi, Ahmad Hisham
Other Authors: Dr. Said Amirul Anwar Ab.Hamid@Ab. Majid
Format: Learning Object
Language:English
Published: Universiti Malaysia Perlis (UniMAP) 2016
Subjects:
Insects
Recognition system
Shape descriptor
Neural Network Classifier
Radon transform
Online Access:http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41797
Tags: Add Tag
No Tags, Be the first to tag this record!
id my.unimap-41797
record_format dspace
spelling my.unimap-417972016-06-01T02:27:49Z Inspect species recognition featuring projection-based shape descriptor Mohammad Zulhilmi, Ahmad Hisham Dr. Said Amirul Anwar Ab.Hamid@Ab. Majid Insects Recognition system Shape descriptor Neural Network Classifier Radon transform Access is limited to UniMAP community. This paper proposes an automated system for recognizing insect species based on their shape. In this report, a Radon Transform shape descriptor is proposed to extract a projection according to a single angle. This projection is chosen in way that contains the necessary information to recognize an object. This descriptor (called RƟ-signature) provides global information of a binary shape regardless its form. The signature keeps fundamental geometrical transformation like scale, translation and rotation. Implemented insect recognition sample tested in used software environment and the test results were analyzed. The accuracy and the efficiency of the proposed algorithm in the presence of a variety of transformations are evaluated within a shape recognition process. This project will add an assistant feature of Neural Network Classifier tool, and this feature will effectively enhance the efficiency of retrieval in largest dataset. 2016-06-01T02:27:48Z 2016-06-01T02:27:48Z 2015-06 Learning Object http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41797 en Universiti Malaysia Perlis (UniMAP) School of Computer and Communication Engineering
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Insects
Recognition system
Shape descriptor
Neural Network Classifier
Radon transform
spellingShingle Insects
Recognition system
Shape descriptor
Neural Network Classifier
Radon transform
Mohammad Zulhilmi, Ahmad Hisham
Inspect species recognition featuring projection-based shape descriptor
description Access is limited to UniMAP community.
author2 Dr. Said Amirul Anwar Ab.Hamid@Ab. Majid
author_facet Dr. Said Amirul Anwar Ab.Hamid@Ab. Majid
Mohammad Zulhilmi, Ahmad Hisham
format Learning Object
author Mohammad Zulhilmi, Ahmad Hisham
author_sort Mohammad Zulhilmi, Ahmad Hisham
title Inspect species recognition featuring projection-based shape descriptor
title_short Inspect species recognition featuring projection-based shape descriptor
title_full Inspect species recognition featuring projection-based shape descriptor
title_fullStr Inspect species recognition featuring projection-based shape descriptor
title_full_unstemmed Inspect species recognition featuring projection-based shape descriptor
title_sort inspect species recognition featuring projection-based shape descriptor
publisher Universiti Malaysia Perlis (UniMAP)
publishDate 2016
url http://dspace.unimap.edu.my:80/xmlui/handle/123456789/41797
_version_ 1643799810114846720
score 13.214268

Similar Items