Dr.-Ing. Samy Bakheet

Assistant Professor - Neuro-Information Technology

Faculty of Computers and Information

Address: P. O. Box 82524 Sohag, Egypt



Samy Bakheet received the Engineering doctoral degree (Dr.-Ing.) in Neuro-Information Technology (NIT) from Faculty of Electrical Engineering and Information Technology (IIKT), Otto-von-Guericke University Magdeburg, Germany in 2013. Currently, he is  an Associate Professor of Neuro-Information Technology (Major: Intelligent Vision Systems) in Faculty of Computers and Information at Sohag University, Egypt. His research interests are geared towards high-level recognition problems in machine vision, such as human activity/event recognition, human pose estimation, object/scene recognition, etc. He also works on various multimedia related applications, such as visual surveillance, content-based image retrieval (CBIR), video summarization, and semantic video annotation. Dr. Bakheet has authored close to 50 refereed technical papers in well reputed journals and international conference/symposium proceedings in the fields of machine vision, pattern recognition, machine learning, medical imaging, biometrics and robotics.

2018-12-15 09:07:48
برنامج الترجمة (5)
تسليم شيت أعمال السنة ينتهي في موعد غايته 25 ديسمبر 2018 أطيب الأمنبات بالتوفيق Read more

2018-12-01 18:14:28
برنامج الترجمة  (4)
نظراً لوجود أكثر من أمتحان (ميدتيرم) لمواد التخصص هذا الأسبوع ، وبناء علي رغبة معظم الطلاب ، تقرر تأجيل أمتحان الميدتيرم للأسبوع القادم علي ان يُعقد في نفس الموعد والمكان المحددين سلفاً. أطيب الأمنبات بالتوفيق د./ سامي صادق Read more

2018-11-22 09:06:21
طلاب الفرقة الرابعة -علوم الحاسب (1)
سوف يعقد امتحان الميدتيرم يوم الأحد الموافق 18-11-2018 من 12 -14 ، معمل (2) أطيب التمنيات بالتوفيق،،، Read more

2018-11-22 08:57:51
طلاب الفرقة الثالثة علوم -علوم الحاسب (1)
سوف يعقد امتحان الميدتيرم يوم الأثنين الموافق 19-11-2018 من 10 -11 ، معمل (1) أطيب التمنيات بالتوفيق،،، Read more

2018-11-22 08:32:16
طلاب الفرقة الثالثة علوم -رياضبات (1)
سوف يعقد امتحان الميدتيرم يوم الأثنين الموافق 19-11-2018 من 10 -11 ، معمل (1) أطيب التمنيات بالتوفيق،،، Read more

Video-Based Recognition and Representation of Human Actions
Our primary concern in this book is to explore and establish theories and methodologies for accurate representation and recognition of human actions in video data. Throughout the chapters of the book, several approaches involving diverse conceptualizations are presented to represent and recognize human actions from video sequences. Moreover, in Chapter 4, a variety of distinctive visual features (shape and motion ... Read more

Human activity recognition: A scheme using multiple cues
In this work, a schematic model for human activity recognition based on multiple cues is introduced. In the beginning, a sequence of temporal silhouettes of the moving human body parts are extracted from a video clip (i.e., an action snippet). Next, each action snippet is temporally split into several time-slices represented by fuzzy intervals. As shape features, a variety of ... Read more

2018-09-07 17:22:13 | Keywords Skin color; Hand-detection; HSV color sp,
An Elliptical Boundary Skin Model For Hand Detection Based on HSV Color Space
Detection and tracking of human face and hands are curial for gesture recognition. In this paper, a skin segmentation framework is presented, where a robust elliptical model in HSV color space is developed, which promises not only to better model the skin color, but also to significantly lower the complexity of the hand detection process. In our approach, hand regions ... Read more

2018-11-22 09:50:12 | Keywords Gabor Filters, Hand Gesture Recognition, video interpretation,
Hand gesture recognition using optimized local gabor feature
Since a bank of 2D Gabor filters has a large potential to isolate texture according to particular frequencies and orientations, the usage of Gabor features to simulate the visual features extracted from human hand is a very effective way. In this paper, we propose an optimized Gabor features based framework for real-time hand gesture recognition explicitly targeted to depth data. ... Read more

A discriminative framework for action recognition using f-HOL features
Inspired by the overwhelming success of Histogram of Oriented Gradients (HOG) features in many vision tasks, in this paper, we present an innovative compact feature descriptor called fuzzy Histogram of Oriented Lines (f-HOL) for action recognition, which is a distinct variant of the HOG feature descriptor. The intuitive idea of these features is based on the observation that the slide ... Read more

تطبيقات عملية (1)
* إذا كان راتب أحد الموظفين 5000 جنيه، صرفت له علاوة 14% من الراتب. اكتب كود لحساب وطباعة اجمالي الراتب السنوي بعد اضافة العلاوة. اكتب كود لحساب كل مما يلي: * محيط ومساحة مستطيل بمعلومية طوله L وعرضه W. * مساحة وحجم كرة بمعلومية نصف قطرها (R) * مساحة وزويا مثلث بمعلومية اطوال اضلاعه. * قرر رب اسرة دفع زيادة ... Read more

2018-09-07 16:03:42 | Machine vision
Sample exam
Question-1: * Define a digital image. * Explain the steps involved in digital image processing (DIP). * What is a geometric transformation? * Obtain the digital negative of the 8-bit gray level image shown on the right. Question-2: * What is meant by pixel? * Write short notes on neighbors of a pixel. * Differentiate Median and Mean filter. * ... Read more

2018-09-07 15:55:19 | Technical computing
Sample exam
ATTEMPT THE FOLLOWING QUESTIONS. QUESTION-1[30 PTS]: FILL IN THE FOLLOWING BLANKS. * The Matlab expression for is __________ * ______ is used to suppress Matlab’s * The Matlab code: A = [1 2 3; 4 5 6];B = A(A>2) will result in ______ * The command CLEAR ALL means _______ * The commands: X=’ABCDEFGH’; Y=’12345678’; Z=[X;Y]’ will result in _______ ... Read more

2018-09-07 15:03:03 | Theory of Compliers
Sample exam
Attempt ONLY FIVE of the following questions. Each question carries equal marks. QUESTION-1:CHOOSE THE MOST CORRECT ANSWER AND WRITE ONLY THE LETTER CORRESPONDING TO THE CORRECT ANSWER NEXT TO THE QUESTION NUMBER IN YOUR ANSWER SHEET. * Which of the following is used for grouping of characters into tokens? * a) parser b) code optimizer c) code generator d) scanner ... Read more

2018-09-07 14:57:23 | Data Structures
Sample exam
Attempt only five of the following questions. Each question carries equal marks. QUESTION-1: TRUE OR FALSE? IF FALSE, CORRECT THE STATEMENT. * Data encapsulation is the separation of the logical properties of data (and its organization) from its implementation ignoring inessential details. * Both a queue and a stack are a FIFO data structure. * Any appearance of a function ... Read more