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  • BRAIN: The Impact of Infographics in EducationBRAIN: The Impact of Infographics in Education
    Information graphics (also called infographics) are graphic visual representations of information that aim to present information quickly and clearly. Their main purpose is improving cognition by utilizing graphics to enhance the human visual system’s ability to …
  • LiBRI: The Free Choice for Absurd Rebellion in Nineteen Eighty-FourLiBRI: The Free Choice for Absurd Rebellion in Nineteen Eighty-Four
    A novel such as “Nineteen Eighty-Four” has determined critics to never stop analysing in as many angles as possible this masterpiece, so as to reveal the most profound meanings that George Orwell wanted to transmit …
  • BRAND: English Shop Signs and Brand NamesBRAND: English Shop Signs and Brand Names
    In the most recent volume of the BRAND journal, the researchers Parvaneh Khosravizadeh and Hemaseh Bagheri Sanjareh have brought another intriguing study that spotlights on the English shop signs and brand names and how they spreaded …
  • BRAND: Effect of Professionalism, Competence, Knowledge of Financial ManagementBRAND: Effect of Professionalism, Competence, Knowledge of Financial Management
    In the latest volume of the BRAND, Darwanis Darwanis, Mulia Saputra and Kartini Kartini prove to what extent the condition of financial reporting area is influenced by the professionalism, competence, knowledge of financial management and …
  • BRAND: Factors that Influence the Performance of Internal Auditors in Aceh, IndonesiaBRAND: Factors that Influence the Performance of Internal Auditors in Aceh, Indonesia
    In the latest volume of the BRAND magazine, Shabri Abd. Majid, Hasan Basri, Eka Nopita, and Heru Fahlevi bring into light cultural and sociological aspects which are influencing the performance of internal auditors in Aceh, …
  • BRAIN: The Differences between Emergentism and Skill Acquisition TheoryBRAIN: The Differences between Emergentism and Skill Acquisition Theory
    When speaking about emergentism we mainly refer to the interaction between organism and environment and that denies the existence of pre-determined, domain specific faculties or capacities. In language acquisition, emergentists state that simple learning mechanisms …
  • LiBRI: The Evolution of Na in Bantu LanguagesLiBRI: The Evolution of Na in Bantu Languages
    H.M. Batibo and Marie-Françoise Rombi have reflected upon the evolution of Na in Bantu Languages and have brought their research to light in the latest volume of LiBRI journal. The link word na in Bantu …
  • BRAIN: New Ideas for Brain ModellingBRAIN: New Ideas for Brain Modelling
    BRAIN is an academic journal willing to create links between specialists from clearly diverse exploratory fields, for example, Computer Science and Neurology. In fact, there is a considerable measure of subjects, for example, Artificial Intelligence, Cognitive …
  • BRAIN: Micro Expression Recognition Using the Eulerian Video Magnification Method
    In the new volume of BRAIN journal, researchers Elham Zarezadeh and Mehdi Rezaeian have come up with a new research on the Micro Expression Recognition Using the Eulerian Video Magnification Method. In this paper they …
  • LiBRI: Risk-Assessment for Stylistic Problems in Writing and Translating Technical Texts
    Nadia-Nicoleta Morărașu and Luminița Drugă acknowledge not only the importance and utility of technical translation, but also the risks that this transfer of meaning imply if the translation is not accurate. The two authors aim …
  • BRAND: Pricing in Multi-Heston Framework
    BRAND journal provides a very interesting article written by Tiberiu Socaciu from Stefan cel Mare University of Suceava, Faculty of Economics. This article displays a definitive in determining an estimating system’s multi-Heston. Fundamentally, he utilizes the …
  • SMART 2016 – Scientific Methods in Academic Research and TeachingSMART 2016 – Scientific Methods in Academic Research and Teaching
    Timișoara, Romania, November 17-20, 2016 Venue The sessions will be held in the amphitheatres of the Central Library of the University Politehnica of Timisoara, Bul. V. Parvan No. 2B, Timisoara – http://www.upt.ro/Informatii_library-of-upt_409_en.html. Programme The conference …

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BRAIN: A Robust Approach of Facial Orientation Recognition from Facial Features

In the field of computer vision and pattern recognition, face orientation recognition stands as a significant topic. In the paper A Robust Approach of Facial Orientation Recognition from Facial Features, the authors Stefan Andrei, Kishor Datta Gupta, Md Manjurul Ahsan and Kazi Md. Rokibul Alam introduce us to an image mapping technique for face analysis.

The methodology of the study consists of two main phases: Face Feature Extraction and creating the graph image, and Matching Graph image with stored images. The Face Feature Extraction presents four steps that include Face Detection, Feature Extraction, Obtaining Feature Data and Creating image with these data.

The first step in facial feature detection is detecting the face. This requires analyzing the entire image. The second step is using the isolated face(s) to detect each feature. The technique of this study relies on the four main features of the face: left eye, right eye, nose, and mouth. It is mandatory to obtain the positions, size, height, width, and angle of these features respective to each face. By acquiring the data from the features, a new picture including the model and shape of the face is created.

Experiment Results: Sample image data 1
Experiment Results: Sample image data 1

(more…)

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