Abstract
Data classification and data processing are relevant tasks in the field of automatic information processing. For successful functioning of the data classification and data processing software, the methods that provide high operation flow velocity and identification accuracy are necessary. The research showed that Viola-Jones and HOG (Histogram of Oriented Gradients) have good indexes of the effectiveness of identification and high working speed. Each of these methods are implemented by different approaches, and has their own advantages, disadvantages and limitations of applicability. The software system for solving the problem of recognition and classification has been developed based on these methods during work.
| Original language | English |
|---|---|
| Title of host publication | Intelligent Computing - Proceedings of the 2019 Computing Conference |
| Editors | Kohei Arai, Rahul Bhatia, Supriya Kapoor |
| Publisher | Springer Verlag |
| Pages | 1063-1074 |
| Number of pages | 12 |
| ISBN (Print) | 9783030228705 |
| DOIs | |
| Publication status | Published - Jan 1 2019 |
| Event | Computing Conference, 2019 - London, United Kingdom Duration: Jul 16 2019 → Jul 17 2019 |
Publication series
| Name | Advances in Intelligent Systems and Computing |
|---|---|
| Volume | 997 |
| ISSN (Print) | 2194-5357 |
Conference
| Conference | Computing Conference, 2019 |
|---|---|
| Country | United Kingdom |
| City | London |
| Period | 7/16/19 → 7/17/19 |
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Keywords
- Algorithm
- Classification
- Data
- Method
- Program
- System
ASJC Scopus subject areas
- Control and Systems Engineering
- Computer Science(all)
Cite this
The Software System for Solving the Problem of Recognition and Classification. / Boranbayev, Askar; Boranbayev, Seilkhan; Nurbekov, Askar; Taberkhan, Roman.
Intelligent Computing - Proceedings of the 2019 Computing Conference. ed. / Kohei Arai; Rahul Bhatia; Supriya Kapoor. Springer Verlag, 2019. p. 1063-1074 (Advances in Intelligent Systems and Computing; Vol. 997).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - The Software System for Solving the Problem of Recognition and Classification
AU - Boranbayev, Askar
AU - Boranbayev, Seilkhan
AU - Nurbekov, Askar
AU - Taberkhan, Roman
PY - 2019/1/1
Y1 - 2019/1/1
N2 - Data classification and data processing are relevant tasks in the field of automatic information processing. For successful functioning of the data classification and data processing software, the methods that provide high operation flow velocity and identification accuracy are necessary. The research showed that Viola-Jones and HOG (Histogram of Oriented Gradients) have good indexes of the effectiveness of identification and high working speed. Each of these methods are implemented by different approaches, and has their own advantages, disadvantages and limitations of applicability. The software system for solving the problem of recognition and classification has been developed based on these methods during work.
AB - Data classification and data processing are relevant tasks in the field of automatic information processing. For successful functioning of the data classification and data processing software, the methods that provide high operation flow velocity and identification accuracy are necessary. The research showed that Viola-Jones and HOG (Histogram of Oriented Gradients) have good indexes of the effectiveness of identification and high working speed. Each of these methods are implemented by different approaches, and has their own advantages, disadvantages and limitations of applicability. The software system for solving the problem of recognition and classification has been developed based on these methods during work.
KW - Algorithm
KW - Classification
KW - Data
KW - Method
KW - Program
KW - System
UR - http://www.scopus.com/inward/record.url?scp=85069221358&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85069221358&partnerID=8YFLogxK
U2 - 10.1007/978-3-030-22871-2_76
DO - 10.1007/978-3-030-22871-2_76
M3 - Conference contribution
AN - SCOPUS:85069221358
SN - 9783030228705
T3 - Advances in Intelligent Systems and Computing
SP - 1063
EP - 1074
BT - Intelligent Computing - Proceedings of the 2019 Computing Conference
A2 - Arai, Kohei
A2 - Bhatia, Rahul
A2 - Kapoor, Supriya
PB - Springer Verlag
ER -