samy.bakheet

Dr.-Ing. Samy Sadek

Assistant Professor - Neuro-IT (Artificial Vision), Vice-Dean for Graduate Studies and Research

Faculty of Computers and Information

Address: P. O Box 82533 Sohag, Egypt

1793

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Publications Which contain the keyword: Neural Networks


2018-11-23 23:27:37 Keywords skin detection, Neural Networks, Face recognition,
An artificial neural network for face detection and localization in color images
Automatic face detection and localization is a key problem in many computer vision tasks. In this paper, a simple yet effective approach for detecting and locating human faces in color images is proposed. The contribution of this paper is twofold. First, a particular reference to face detection techniques along with a background to neural networks is given. Second, and maybe ... Read more

2018-10-02 21:30:38 Keywords periodic solution, discrete-time, Neural Networks,
Existence and asymptotic behavior results of periodic solution for discrete-time neutral-type neural networks
A generalized discrete neutral-type neural network with time-varying delays is studied. The existence results of periodic solution for the above neural networks are obtained by using Mawhin׳s continuation theorem of coincidence degree theory, and sufficient conditions are given to guarantee global exponential stability of periodic solution. Finally, a numerical example is given to show the effectiveness of the results in ... Read more

2018-10-02 21:29:15 Keywords Neural Networks, Mode-Dependent Time-Delays,
Exponential Stability of Markovian Jumping Cohen-Grossberg Neural Networks with Mixed Mode-Dependent Time-Delays
In this paper, the exponential stability problem is investigated for a class of Cohen–Grossberg neural networks with Markovian jumping parameter and mixed time-delays. The mixed time-delays under consideration consist of both the mode-dependent discrete time-delays and the mode-dependent distributed time-delays. By constructing a new Lyapunov–Krasovskii functional and employing the stochastic analysis techniques, sufficient conditions are proposed to guarantee that the ... Read more

2018-09-16 10:25:15 Keywords Convex Planar, Neural Networks,
Neural Network Algorithm For Straight-Line Drawings of Convex Planar Graphs
Graph drawing addresses the problem of finding a layout of a graph that satisfies given aesthetic and understandability objectives. The most important objective in graph drawing is minimization of the number of crossings in the drawing, as the aesthetics and readability of graph drawings depend on the number of edge crossings. VLSI layouts with fewer crossings are more easily realizable ... Read more

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