Browsing by Keywords "support vector machines"
Now showing items 1-8 of 8
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Automatic radar antenna scan analysis in electronic warfare
(Bilkent University, 2010)Estimation of the radar antenna scan period and recognition of the antenna scan type is usually performed by human operators in the Electronic Warfare (EW) world. In this thesis, we propose a robust algorithm to automatize ... -
A comparative study of classification methods for fall detection
(IEEE Computer Society, 2014)A comparative study of various fall detection algorithms based upon measurements of a wearable tri-axial accelerometer unit is presented in this paper. Least squares support vector machine, neural network and rule-based ... -
A comparative study on human activity classification with miniature inertial and magnetic sensors
(Bilkent University, 2011)This study provides a comparative assessment on the different techniques of classifying human activities that are performed using body-worn miniature inertial and magnetic sensors. The classification techniques compared ... -
Flame detection method in video using covariance descriptors
(IEEE, 2011)Video fire detection system which uses a spatio-temporal covariance matrix of video data is proposed. This system divides the video into spatio-temporal blocks and computes covariance features extracted from these blocks ... -
Human activity classification with miniature inertial sensors
(Bilkent University, 2009)This thesis provides a comparative study on activity recognition using miniature inertial sensors (gyroscopes and accelerometers) and magnetometers worn on the human body. The classification methods used and compared in ... -
Human face detection and eye location in video using wavelets
(Bilkent University, 2006)Human face detection and eye localization problems have received significant attention during the past several years because of wide range of commercial and law enforcement applications. In this thesis, wavelet domain ... -
Multi-sensor based ambient assisted living system
(Bilkent University, 2013)An important goal of Ambient Assisted Living (AAL) research is to contribute to the quality of life of the elderly and handicapped people and help them to maintain an independent lifestyle with the use of sensors, signal ... -
Semantic argument classification and semantic categorization of Turkish existential sentences using support vector learning
(Bilkent University, 2004)There are three types of sentences that form all existing natural languages: verbal sentences (e.g. “I read the book.”), copulative sentences (e.g. “The book is on the table.”), and existential sentences (e.g. “There is ...
