International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 3 Issue 8, August 2014

Medical Information Retrieval through Mobile Devices

Ashwini Tadkal, Suvarna Nandyal

The proposed work deals with the development of a methodology for the classification of different stages of burnt images of human using image processing techniques. The burnt images of human at the leg part with different deepness of injuries are considered as dataset. The dataset includes the five classes representing phases of injuries, 10 images in each phase amounting to total of 50 images. The work mainly focuses on segmenting region into two parts, namely homogenous regions (background) and burnt part. For extracting the burnt region shearlet transform segmentation technique is applied. The shearlet transform is a multistate directional transform with a greater ability to localize distributed discontinuities such as edge region of wounded part. The shearlet transform found to be very efficient for segregating the injured part which further helped for the classification of burn stages. Further, features are extracted for wound region with texture and color features. The wavelet transform is adopted for texture extraction and color moments namely mean and standard deviation are extracted. The features are trained with the Support Vector Machine (SVM) classifier. The classification results are reported. The work helps for the dermatologist for disease diagnosis. Thus, the proposed system has the potential to facilitate information access and increase quality of patient care in clinical environment by making essential information available to the appropriate person at the appropriate time.

Keywords: Shearlet Transform, Wavelet Transform, Mean, Standard Deviation Support Vector Machine

Edition: Volume 3 Issue 8, August 2014

Pages: 1023 - 1028


How to Cite this Article?

Ashwini Tadkal, Suvarna Nandyal, "Medical Information Retrieval through Mobile Devices", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=2015401, Volume 3 Issue 8, August 2014, 1023 - 1028

28 PDF Views | 29 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Wavelet Transform'

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2031 - 2035

A Review on Various Fusion and Features Extraction Approaches for Multi-Modal Biometric Authentication System

Hardeep Kaur, Paramjit Kaur

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1338 - 1343

Implementation of Adaptive Video Compression using Hybridized Wavelet Transform

Anurag Srivastava, Puneet Sharma

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1773 - 1778

Image Steganography Scheme Using Neural Network in Wavelet Transform Domain

Anamika Sharma, Ajay Kushwaha

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2577 - 2580

Clothing Pattern Recognition for Blind using SURF and combined GLCM, Wavelet

Manisha Dhongade

Share this article



Similar Articles with Keyword 'Mean'

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 1126 - 1131

A Colorization Algorithm with Artifacts Suppression on Real Time Video

Sneha P. Mete, Mayur S. Dhait

Share this article

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 7, July 2016

Pages: 1861 - 1865

Security Rudiments for SaaS Application Development and Deployment

Anand Singh

Share this article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 12, December 2016

Pages: 1962 - 1965

Modified Adaptive Contrast Based Degraded Document Image Binarization Technique

Sanooja Beegam M.A, Veena S Babu

Share this article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1253 - 1257

Implementation Details of Anonymization of Sensitive Labels in Collaborative Data Publishing

Vandhana V

Share this article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2676 - 2680

Effective and Efficient XML Duplicate Detection Using Levenshtein Distance Algorithm

Shital Gaikwad, Nagaraju Bogiri

Share this article
Top