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: Entropic image segmentation

A new approach to image segmentation via fuzzification of Renyi entropy of generalized distributions

2018-10-05 12:20:12 Keywords Entropic image segmentation, α-entropy, Cell Image;,
A new approach to image segmentation via fuzzification of Renyi entropy of generalized distributions
In 1953, Rènyi introduced his pioneering work (known as _α_-entropies) to generalize the traditional notion of entropy. The functionalities of _α_-entropies share the major properties of Shannon’s entropy. Moreover, these entropies can be easily estimated using a kernel estimate. This makes their use by many researchers in computer vision community greatly appealing. In this paper, an efficient and fast entropic ... Read more

An Efficient Method for Noisy Cell Image Segmentation Using Generalized α-Entropy

2018-09-05 08:05:01 Keywords α-entropy, Cell image, Entropic image segmentation,
An Efficient Method for Noisy Cell Image Segmentation Using Generalized α-Entropy
In 1953, a functional extension by A. Rènyi to generalize traditional Shannon’s entropy known as _α_-entropies was proposed. The functionalities of _α_-entropies share the major properties of Shannon’s entropy. Moreover, these entropies can be easily estimated using a kernel estimate. This makes their use by many researchers in computer vision community highly appealing . In this paper, an efficient and ... Read more

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