2017 1st International Conference on Intelligent Systems and Information Management (ICISIM), 2017
In this research paper three biometric characteristics are used i.e. Fingerprint, Face, Iris at s... more In this research paper three biometric characteristics are used i.e. Fingerprint, Face, Iris at score level of Fusion. For finger print images two methods are used i.e. Minutiae Extraction and Gabor filter approach. For Iris recognition system Gabor wavelet is used for feature selection. For Face biometric system P.C.A. is used for feature selection. The match count of every trait is calculated. Then the generated result of match and non match is utilized for the sum score level fusion. Then decision is find out for persons recognition. The system is tested on std. Dataset and KVK data set. On KVK dataset it generates an the results as 99.7 % with FAR of 0.02% and FRR of 0.1% and for FVC 2004 dataset and MMU dataset it gives the result as 99.8 % with FAR of 0.11% and FRR of 0.09%
Biometric system is used for Identification as well as verification purpose. This paper presents ... more Biometric system is used for Identification as well as verification purpose. This paper presents the comparative of feature extraction of Iris. Iris Biometric system has image Acquisition, Image preprocessing, Feature extraction and matching. The features are extracted from the pre-processed images of iris images by using Gaussian filter as well as by using Gabor wavelet. The quality measures of the images are calculated. The Gabor wavelet improves the performance of the system.
Reduction of Image is an important factor for segmentation, compression, presentation & trinsmiss... more Reduction of Image is an important factor for segmentation, compression, presentation & trinsmission of images. The main purpose of CRI is to cut off the image storage spaces and computation time' An ffictive approach to solve CRI problen is to consider it as a clustering methods, such as KSOM' This paper first gives an Introduction to Self Organizing Feature Map and then we discuss how KSOM is used for reduction of color image.
International Journal of Computer Science and Engineering, 2016
A brain tumor is an abnormal growthof tissue in the brain or central spine that can disrupt prope... more A brain tumor is an abnormal growthof tissue in the brain or central spine that can disrupt proper brain function. Doctors refer to a tumor based on where the tumor cells originated, and whether they are cancerous (malignant) or not (benign). According to the National Brain Tumor Society types of brain are divided into Benign, Malignant, Primary and Metastatic. Over 10,600 people in the UK are diagnosed with a brain tumor each year. It shows that it is the need to detect the brain tumor as early as possible. This paper introduces the brain tumor with symptoms and signs that affect the brain tumor. And overviews of different methods to detect and diagnosis brain tumor using various image processing algorithm includes image processing, enhancement, segmentation, feature extraction and classification.
Communications in Computer and Information Science, 2019
Biometrics is a technology used to identify, analyze, and measure an individual’s physical and be... more Biometrics is a technology used to identify, analyze, and measure an individual’s physical and behavioral characteristics. Multimodal biometric system can eliminate the limitation held by single biometric trait and provide improved precision so we have applied multimodal biometric system. Fingerprints and iris are two biometric features are used in this experimental work.
2017 1st International Conference on Intelligent Systems and Information Management (ICISIM), 2017
In this research paper three biometric characteristics are used i.e. Fingerprint, Face, Iris at s... more In this research paper three biometric characteristics are used i.e. Fingerprint, Face, Iris at score level of Fusion. For finger print images two methods are used i.e. Minutiae Extraction and Gabor filter approach. For Iris recognition system Gabor wavelet is used for feature selection. For Face biometric system P.C.A. is used for feature selection. The match count of every trait is calculated. Then the generated result of match and non match is utilized for the sum score level fusion. Then decision is find out for persons recognition. The system is tested on std. Dataset and KVK data set. On KVK dataset it generates an the results as 99.7 % with FAR of 0.02% and FRR of 0.1% and for FVC 2004 dataset and MMU dataset it gives the result as 99.8 % with FAR of 0.11% and FRR of 0.09%
Biometric system is used for Identification as well as verification purpose. This paper presents ... more Biometric system is used for Identification as well as verification purpose. This paper presents the comparative of feature extraction of Iris. Iris Biometric system has image Acquisition, Image preprocessing, Feature extraction and matching. The features are extracted from the pre-processed images of iris images by using Gaussian filter as well as by using Gabor wavelet. The quality measures of the images are calculated. The Gabor wavelet improves the performance of the system.
Reduction of Image is an important factor for segmentation, compression, presentation & trinsmiss... more Reduction of Image is an important factor for segmentation, compression, presentation & trinsmission of images. The main purpose of CRI is to cut off the image storage spaces and computation time' An ffictive approach to solve CRI problen is to consider it as a clustering methods, such as KSOM' This paper first gives an Introduction to Self Organizing Feature Map and then we discuss how KSOM is used for reduction of color image.
International Journal of Computer Science and Engineering, 2016
A brain tumor is an abnormal growthof tissue in the brain or central spine that can disrupt prope... more A brain tumor is an abnormal growthof tissue in the brain or central spine that can disrupt proper brain function. Doctors refer to a tumor based on where the tumor cells originated, and whether they are cancerous (malignant) or not (benign). According to the National Brain Tumor Society types of brain are divided into Benign, Malignant, Primary and Metastatic. Over 10,600 people in the UK are diagnosed with a brain tumor each year. It shows that it is the need to detect the brain tumor as early as possible. This paper introduces the brain tumor with symptoms and signs that affect the brain tumor. And overviews of different methods to detect and diagnosis brain tumor using various image processing algorithm includes image processing, enhancement, segmentation, feature extraction and classification.
Communications in Computer and Information Science, 2019
Biometrics is a technology used to identify, analyze, and measure an individual’s physical and be... more Biometrics is a technology used to identify, analyze, and measure an individual’s physical and behavioral characteristics. Multimodal biometric system can eliminate the limitation held by single biometric trait and provide improved precision so we have applied multimodal biometric system. Fingerprints and iris are two biometric features are used in this experimental work.
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Papers by Savita Lothe