Directional Edge Detection Using Parallel Cognitive Logic Cells

被引：0

作者：

Sugathan, Sherin ^{[1
]}

James, Alex Pappachen ^{[2
]}

机构：

[1] IIITM K, Sch Comp Sci, Thiruvananthapuram, Kerala, India

[2] Nazarbayev Univ, Sch Engn, Astana, Kazakhstan

来源：

2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI) | 2013年

关键词：

Edge Detection; Cognitive Logic Cells; Spatial Change Detection; CUDA; FACE RECOGNITION;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper presents a novel edge detection method based on parallel cognitive cells which also supports an implementation in high speed hardware. The paper develops directional edge detection strategies that utilize the cognitive cells using the relative neighbourhood-pixel intensity variations in the images. The proposed edge detection method has been implemented in CUDA. The running time for a serial implementation and an equivalent parallel implementation are also reported.

引用

页码：694 / 697

页数：4

共 50 条

[21] Design of highly parallel edge detection nodes using evolutionary techniques
Hollingworth, GS
Smith, SL
Tyrrell, AM
PROCEEDINGS OF THE SEVENTH EUROMICRO WORKSHOP ON PARALLEL AND DISTRIBUTED PROCESSING, PDP'99, 1999, : 35 - 42
[22] Parallel algorithms for Edge detection in an Image
Mala, C.
Sridevi, M.
2014 17TH INTERNATIONAL CONFERENCE ON NETWORK-BASED INFORMATION SYSTEMS (NBIS 2014), 2014, : 23 - 30
[23] RETRACTED: Edge detection of satellite image using fuzzy logic (Retracted Article)
Dhivya, R.
Prakash, R.
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 5): : 11891 - 11898
[24] Edge detection using resistive threshold logic networks with CMOS flash memories
James, Alex Pappachen
Pachentavida, Anusha
Sugathan, Sherin
INTERNATIONAL JOURNAL OF INTELLIGENT COMPUTING AND CYBERNETICS, 2014, 7 (01) : 79 - 94
[25] A Three-valued Logic Approach for Edge Detection Using Cellular Automata
Cuellar, Manuel P.
Rueda, Ramon
Ruiz, Luis G. Baca
Pegalajar, Maria Del Carmen
JOURNAL OF CELLULAR AUTOMATA, 2021, 15 (5-6) : 407 - 438
[26] A three-valued logic approach for edge detection using cellular automata
Cuéllar, Manuel P.
Rueda, Ramón
Ruiz, Luis G. Baca
Pegalajar, María Del Carmen
Journal of Cellular Automata, 2020, 15 (5-6) : 407 - 438
[27] Parallel algorithms for evaluation of directional Boolean derivatives of multivalued logic functions
Levashenko, VG
Shmerko, VP
Yanushkevich, SN
CYBERNETICS AND SYSTEMS ANALYSIS, 1996, 32 (06) : 777 - 793
[28] Method using extremum of first directional derivative-a new method for edge detection
Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2000, 37 (02): : 244 - 247
[29] A Novel Statistical Thresholding in Edge Detection Using Laplacian Pyramid and Directional Filter Banks
Vasavi, K. Padma
Kumar, N. Udaya
Rao, E. V. Krishna
Latha, M. Madhavi
WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, VOLS 1 AND 2, 2010, : 589 - +
[30] An edge detection approach based on directional wavelet transform
Zhang, Zhen
Ma, Siliang
Liu, Hui
Gong, Yuexin
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (08) : 1265 - 1271

← 1 2 3 4 5 →