Gabor feature based classification
Gabor feature based classification using statistical models for face recognition
... PCA based on Gabor ...better classification results. The proposed Gabor feature based method has been successfully tested on ORL face data base with 400 frontal images ...
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Feature Extraction by Gabor Filter and Classification of Skin Lesion using Support Vector Machine
... Finally, based on the image area identified as lesion, several features are computed and a classification is ...system, gabor filter is used for extracting features from the input medical ...
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IDENTIFICATION AND CLASSIFICATION OF TEXTILE DEFECTS USING WAVELET FRAMES AND NEURAL NETWORKS
... and classification is very necessary to maintain good quality of the ...and classification based on computer ...modiles; feature extraction module and classification module. In ...
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Radar Image Texture Classification based on Gabor Filter Bank
... and classification of radar image texture with ...is based on Gabor ...of feature texture allowing its identification and enhancement in comparison with other ...that Gabor filter ...
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OBJECT RECOGNITION USING GABOR FEATURE AND CLASSIFIER
... and Gabor feature based framework for object ...optimized Gabor wavelets are applied at selected object landmarks for feature extraction, SVM is used for ...boosting based ...
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OBJECT RECOGNITION USING GABOR FEATURE AND CLASSIFIER
... Organized by C.O.E.T, Akola, ISTE, New Delhi & IWWA. Available Online at www.ijpret.com 191 as motion detection with the help of background subtraction and foreground segmentation, object classification, and ...
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Research on Gesture Recognition Based on Improved GBMR Segmentation and Multiple Feature Fusion
... (PHOG) feature and Gabor amplitude also phase feature of image samples are ...the Gabor amplitude feature, we pro- pose a novel feature calculation by fusing feature in ...
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Early Diagnosis of Parkinson’s Disease based on Transcranial Sonography
... of Gabor filter into a set of feature vectors, with aim to select the best multiple feature subset for ...best feature subset. Authors demonstrated that 96.15% classification rate could ...
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GABOR FILTER-BASED FEATURE LEVEL FUSION OF PALM VEIN AND FINGERPRINT RECOGNITION SYSTEM
... level, Feature level, Matching score level or Decision level with different fusion models (Jain et ...because classification results from different biometric systems are integrated to make the final ...
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Application Of Gabor Transform In The Classification Of Myoelectric Signal
... the classification of EMG signals based on healthy ...the classification of multiple hand movement types. In this work, Gabor transform (GT) is used to transform the EMG signal into ...
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On model, algorithms and experiment for micro-doppler based recognition of ballistic targets
... for classification of human ...common classification techniques un- derlining its better ...micro-Doppler-based feature due to their more robustness with respect to the angle of view, which ...
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Texture Image Classification Using Visual Perceptual Texture Features and Gabor Wavelet Features
... image classification using visual perceptual texture features and Gabor wavelet ...statistics based on Gabor wavelet features are normally used to construct feature vectors for texture ...
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Facial expression recognition by using modified convolutional neural network (mcnn) and modified gabor filter
... features Gabor filters can be applied for this ...a Gabor filter. Gabor filter has two components to represent the orthogonal directions, these components are real and ...
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Comparison of Iris Recognition Using Gabor Wavelet, Principal Component Analysis and Independent Component Analysis
... Dennis Gabor [5] which was observed to be able to achieve the best resolution in both time and frequency ...domain. Gabor Wavelet is used for feature extraction by considering histogram of specimen ...
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MODELING OF BROADBAND LIGHT SOURCE FOR OPTICAL NETWORK APPLICATIONS USING FIBER NON LINEAR EFFECT
... biometric based technologies are in use and hand-based person identification is one of these technologies mainly ...hand based biometric recognition offers some distinct ...hand based access ...
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Detection of Diabetic Retinopathy from Fundus Camera Images
... The key to the early detection is to recognize microaneurisms (MAs) in the fundus image of the eye in time. Reliable detection of such lesions is still an open issue in medical image processing. Thus mass screening of ...
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Compare Gabor Fisher Classifier and Phase-Based Gabor Fisher Classifier for Face Recognition
... the feature extraction technique the Phase- based Gabor Fisher Clas- sifier (PBGFC), presented in this paper motivated by the work of Vitomir Struc[3] however, different from other Gabor ...
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Artistic style characterization of Vincent van Gogh’s brushstrokes
... 262,144-dimensional deep correlation feature vectors. In addition to the Gram-based vectors, other statistical features are also computed from the feature maps. Those other features are: Pearson ...
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Face Recognition and Verification: A Literature Review
... 1D-LDA based approaches. 2D-FDA is based on 2D image matrices rather than column vectors so the image matrix does not need to be transformed into a long vector before feature extraction which ...
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Research on Character Recognition Technology of New Tai Lue Based on Gabor Feature and SVM
... method based on the Back Propagation (BP) Neural ...number feature, start and end vector features, additional stroke position features, starting point and end point of the quadrant characteristics, and then ...
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