Gabor filter-based classification
Radar Image Texture Classification based on Gabor Filter Bank
... a filter bank for the detection and classification of radar image texture with ...the filter bank is based on Gabor ...The filter bank which we have elaborated is represented by ...
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Supervised Material Classification in Oblique Aerial Imagery Using Gabor Filter Features
... methodology based on standard texture recognition techniques to supervised classification of material types in oblique aerial ...supervised classification accuracies up to 70% with minimal training ...
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Quaternion Based Fuzzy Neural Network Classifier for MPIK Dataset's View-invariant Color Face Image Recognition
... quaternion based color face image correlator and max-product fuzzy neural network ...hypercomplex Gabor filter in terms of consumption of enrolment time, recognition time and accuracy in classifying ...
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Feature Extraction by Gabor Filter and Classification of Skin Lesion using Support Vector Machine
... Berrar [6] presented a gene expression profiling by microarray technology which has been successfully applied to classification and diagnostic prediction of cancers. Various machine learning and data mining ...
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Lung Image Classification using Hill Climbing Approach on Gabore Filter Optimization
... through Gabor filter, feature selection through Minimum Redundancy Maximum Relevance (MRMR) and the results are classified by the Instance Based Learning (IBL) and Random Forest (RF) ...
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Face recognition using complete gabor filter with random forest
... Learning-based approach to face recognition applies machine learning algorithms in classifying faces. Neural network was first demonstrated by Kohonen [18] to recognize aligned and normalized faces. For example, ...
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Detecting Facial Wrinkles based on Gabor Filter using Geometric Constraints
... Y.H.Kwon et al. [4], presents a study of visual age classification from facial images. As per study input image is categorized into three groups such as babies, young, and senior human beings and finding on image ...
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IMAGE BASED VEHICLE DETECTION USING LOG GABOR FILTER
... detection based image analysis gets increaseddue to its low cost, flexibility and processing ...detection based image analysis mainly involves two classifications thatare; the object shown in the image is ...
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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 ...and classification module. In feature extraction module wavelet frames, ...
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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 ...96.15% classification rate could be obtained (specificity - ...90% classification rate ...
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Optimized Multichannel Filter Bank with Flat Frequency Response for Texture Segmentation
... optimal Gabor filters [2] and argued that Gabor filter outputs can be presented as a Rician ...optimal filter parameters to discriminate texture ...a filter selection method [3] ...
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Facial expression recognition by using modified convolutional neural network (mcnn) and modified gabor filter
... expressions based on micro-expressions has been developed by using a convolutional neural network and modifying it to get high accurate and less average rate time classification ...
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Biometric IRIS Recognition using Canny Edge Detection and Histogram Threshold
... complex Gabor function is a good fit to the receptive field weight functions found in simple cells in a cat’s striate ...The Gabor space is very useful in image processing applications such as optical ...
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A Review and Comparative Study of De-noising Filters in Ultrasound Imaging
... filters based on requirements in medical science according to their applications,merits and ...proper filter according to the required parameters for best result and at the same time their comparative study ...
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Content-Based Image Retrieval Using Machine Learning And Soft Computing Techniques
... Cuckoo search is a nature inspired heuristic algorithm that is inspired by cuckoo bird’s aggressive strategy to breeding. To explore search space a Levy flight random walk is iteratively used by this algorithm. A. ...
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Ocular Detection For Biometric Recognition Using Probablastic Component Analysis
... complex Gabor function is a good fit to the receptive field weight functions found in simple cells in a cat's striate ...The Gabor space is very useful in image processing applications such as optical ...
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Palmprint Recognition using Phase Symmetry
... log-Gabor filter to extract the phase symmetry information. Classification is done on basis of correlation between training and testing set ...
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Improving Palmprint Identification Using Gabor Filter
... preparing, Gabor highlights are perfect for distinguishing the content of a word in a multilingual ...record. Gabor channels with various frequencies and with introductions in various ways have been ...
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Computer Aided Diagnosis Of MR Images
... The proposed method achieves high accuracy without the need of user interaction, technologist point, or coronal or axial slices. This benefit comes from the shape-recognition ability of the method based on ...
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REVIEW STRATEGY FORFACERECOGNITION USING GABOR FILTER
... 2) When there is a video sequence as the input to the system, a frame giving the “most frontal” pose of a person should be selected to increase the performance of face detection algorithm. 3) In order to further speed up ...
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