MATLAB RELATED PROJECTS
In the field of technical computing ,the one of the high- performance language is MATLAB. MATLAB Related projects involves the process of visualization, programming environment and computation.DIP projects are mostly done under MATLAB. The particular image consist of many objects then each object include several regions related to different parts of segmentation object which is the method of dividing an image as regions.
2015 MATLAB RELATED PROJECTS
- Multi-frequency intravascular ultrasound (IVUS) imaging.
- Cardiac Fiber Unfolding by Semidefinite Programming.
- Multiple Hypotheses Image Segmentation and Classification With Application to Dietary Assessment.
- Stereoscopic Visualization and 3-D Technologies in Medical Endoscopic Teleoperation.
- A Dielectric Model of Human Breast Tissue in Terahertz Regime.
- Aerial Obstacle Detection With 3-D Mobile Devices.
- High-Resolution Mesoscopic Fluorescence Molecular Tomography Based on Compressive Sensing.
- Progress Toward a Deployable SQUID-Based Ultra-Low Field MRI System for Anatomical Imaging.
- Snakes on a Plane: A perfect snap for bioimage analysis.
- Dynamic Low-Level Context for the Detection of Mild Traumatic Brain Injury.
- Characterization of Macrolesions Induced by Myocardial Cavitation-Enabled Therapy.
- Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data.
- Analytical phase-tracking-based strain estimation for ultrasound elasticity.
- Compressed Sensing MRI via Two-stage Reconstruction.
- Exploring Brushlet Based 3D Textures in Transfer Function Specification for Direct Volume Rendering of Abdominal Organs.
- Exploring Robust Diagnostic Signatures for Cutaneous Melanoma Utilizing Genetic and Imaging Data.
- Smartphone-Based Wound Assessment System for Patients With Diabetes.
- A Fast Parallel Solver for the Forward Problem in Electrical Impedance Tomography.
- Four-Class Classification of Skin Lesions With Task Decomposition Strategy.
- Exact Surface Registration of Retinal Surfaces From 3-D Optical Coherence Tomography Images.
Aspects of feature extraction with matlab related projects:
- Feature construction.
- Sudset generation feature.
- Definition of evaluation criterion.
- Estimation of evaluation criterion.
The important details of image (or) objects by machine (or) man can be easily detected using image enhancement operators.
Uneven Distributed gray values contained in most images. The common thing is to determine the image with all the intensity values lie inside a small range.
The quality of image is purely enhanced by histogram modification, It is used when the image is viewed by human observer. The common function of histogram is normalization which contain image histogram as flat as possible way. The addition of all components normalized histogram is 1.
The method of pattern recognition performance can be increased by removing an intra-class variability from the sampled data by different feature processing techniques.
The technique of image classification is done by applying classifiers to image declarations received from the pooling step.
Matlab Related Projects with Classification Techniques:
- Object based image analysis.
- Unsupervised image classification.
The images are declaredby the smaller unit called pixel. The reflectance statistics for particular pixels can be applied in image classification.
- Supervised Image classification.
- Unsupervised Image classification.
The study of how machines can focus the environment and learn to split patterns of interest called pattern recognition. The well-known publicized biometrics method is fingerprint identification.
The fingerprint usually shown Dark lines series that determine peaking portion of friction ridge skin, high, valleys and ridges in between shown as white space , they are low friction ridge skin shallow portion.
Techniques of fingerprint matching;
- Pattern matching.
- Minutiae –based matching.
Features of OCR:
- Auto detection.
- Font Independent.
- No training.
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