Browsing by Keywords "SVM"
Now showing items 1-7 of 7
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Cepstrum based feature extraction method for fungus detection
(2011)In this paper, a method for detection of popcorn kernels infected by a fungus is developed using image processing. The method is based on two dimensional (2D) mel and Mellin-cepstrum computation from popcorn kernel images. ... -
Classification of Camellia species from 3 sections using leaf anatomical data with back-propagation neural networks and support vector machines
(Scientific and Technical Research Council of Turkey - TUBITAK, 2013)Leaf characteristics provide many useful clues for taxonomy. We used a back-propagation artificial neural network (BPANN) and C-support vector machines (C-SVMs) to classify 47 species from 3 sections of genus Camellia (16 ... -
Classifying fonts and calligraphy styles using complex wavelet transform
(Springer-Verlag London Ltd, 2015)Recognizing fonts has become an important task in document analysis, due to the increasing number of available digital documents in different fonts and emphases. A generic font recognition system independent of language, ... -
Detection of fungal damaged popcorn using image property covariance features
(Elsevier, 2012)Covariance-matrix-based features were applied to the detection of popcorn infected by a fungus that causes a symptom called " blue-eye" . This infection of popcorn kernels causes economic losses due to the kernels' poor ... -
Estimating the chance of success and suggestion for treatment in IVF
(Bilkent University, 2013)In medicine, the chance of success for a treatment is important for decision making for the doctor and the patient. This thesis focuses on the domain of In Vitro Fertilization (IVF), where there are two issues: the first ... -
Multi-scale directional-filtering-based method for follicular lymphoma grading
(Springer U K, 2014-08-07)Follicular lymphoma (FL) is a group of malignancies of lymphocyte origin that arise from lymph nodes, spleen, and bone marrow in the lymphatic system. It is the second most common non-Hodgkins lymphoma. Characteristic of ... -
Naming faces on the web
(Bilkent University, 2010)In this study, we introduce a method to name less-frequently appearing people on the web via naming frequently appearing ones first. Current image search engines are widely used for querying a person, however; retrievals ...
