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Verma, Shekhar
- The New Approach for Medical Enhancement in Texture Classification and Feature Extraction of Lung MRI Images by using Gabor Filter with Wavelet Transform
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1 Department of Electronics and Communication Engineering, Lovely Professional University Phagwara - 144411, Punjab, IN
1 Department of Electronics and Communication Engineering, Lovely Professional University Phagwara - 144411, Punjab, IN
Source
Indian Journal of Science and Technology, Vol 8, No 35 (2015), Pagination:Abstract
Magnetic resonance imaging is most widely used radiographic technique in diagnosis, clinical research and studies as well as treatment planning of major diseases. Generally GLCM and PCA technique are used for the feature extraction and classification but this technique increased the complexity and it’s robust in nature. In this paper we used the Gabor filter with wavelet transformation classification technique for analyzing Magnetic response images. In this paper, the detection of abnormality in the patient’s image is automatically recognized using texture analysis. The hybrid technique may work as an automatic classification of abnormalities in lungs MRI images, which can help radiologist in performing an in-depth examination. The texture analyses of both the normal and abnormal images are done. On the bases of the values of abnormal images, the range is calculated and further it is compared with the texture features of normal image. So, to determine the whether the abnormality is there or not in the image, its texture features are observed and the feature lying outside the range finally concludes that image is normal. Five cases are observed, on the bases of their comparison, the result is obtained at the end indicating the whether the presence of abnormality in the image.Keywords
Gabor Filter, Feature Extraction, Magnetic Response Images, Texture Classification- Design of an Efficient Low Power Multiplier: Combining Reversible and an Ancient Vedic Method Approach
Abstract Views :214 |
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Authors
Affiliations
1 Department of Electronics and Communication Engineering, Lovely Professional University Phagwara - 144411, Punjab, IN
2 2Department of Electronics and Communication Engineering, Guru Nanak Dev University Amritsar - 143005, Punjab, IN
1 Department of Electronics and Communication Engineering, Lovely Professional University Phagwara - 144411, Punjab, IN
2 2Department of Electronics and Communication Engineering, Guru Nanak Dev University Amritsar - 143005, Punjab, IN
Source
Indian Journal of Science and Technology, Vol 9, No 7 (2016), Pagination:Abstract
Background: Multiplier is very important block which is being used in number of devices like DSP processor and microprocessors. Power consumption by multipliers decides the battery life of all these devices. Researchers are continuously striving for the multiplier which consumes less power but as the most dominant technology till now is CMOS, their efforts are not giving fruitful results due to physical constraints of CMOS device. Methods: In the proposed design used a reversible computing methodology and for circuit designing of multiplier used a QCA Cells. Findings: By combination of reversible computing and ancient Vedic method, a low power and high speed multiplier is proposed. Improvements: With this proposed technique, the Garbage outputs are reduced by 25%, numbers of gates are reduced by 5.40%, numbers of constant inputs are reduced by 6.89%, Quantum cost is reduced by 7.89% and TRLIC factor of this vedic multiplier is reduced by 16.89%.Keywords
Reversible Logi, Quantum Cost, Urdhva Triyag Sutra, Vedic, VLSI- Various Techniques to Overcome Noise in Dynamic CMOS Logic
Abstract Views :236 |
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Authors
Affiliations
1 Department of Electronics and Communication Engineering, SSM College of Engineering, Srinagar - 191111, Jammu and Kashmir, IN
2 Department of Electronics and Communication Engineering, Lovely Professional University, Phagwara - 144411, Punjab, IN
1 Department of Electronics and Communication Engineering, SSM College of Engineering, Srinagar - 191111, Jammu and Kashmir, IN
2 Department of Electronics and Communication Engineering, Lovely Professional University, Phagwara - 144411, Punjab, IN