PHD RESEARCH TOPIC IN IMAGE MINING

PHD RESEARCH TOPIC IN IMAGE MINING is an emerging field which can also give new ground for those who pursue research in this domain as every other field depends upon this field. If we also experience anonymous images on web, we get irritated soon. It is also technology effort which has bought new domains like image mining which enable also us to search what we need. The process of searching and also discovering valuable dataset from large volume of image is coined as image mining. It is also one area where researcher can also show their talents and make out their career.

Image Mining

Object extraction and revision also by image analysis using existing geo data and knowledge, Image or instances selection and also construction for data mining, Annotating images by mining image, Automatic categorization of medical images also for content based retrieval, categorization of medical images are prominent PHD RESEARCH TOPIC IN IMAGE MINING. Bayesian networks can be used for relevance feedbacks and also more extensive tests also with images in forensic work.

Lot more we can also talk about image mining and also its vast application. More detailed explanation can also given for students if they wish and approach us. Each domain has one master who knows the domain well. Such experts are working also with us to help students and also give their best service.

RESEARCH ISSUES IN IMAGE-MINING:

Types of image mining application:

Domain application
General application
Techniques also used in image mining:
image retrieval
Image-indexing
Image classification and also image clustering
Association rule mining
Neural networks
Object recognition
Matching
Pattern recognition
Searching and also retrieving images based on features
Accurate retrieval
Medical Imaging
Weather Forecasting
Management of Earths Resources
Forest Fires
Criminal Investigation etc.

softwares & Tools
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1)matlab
2)ImageJ
3)OpenCV
4)TINA
5)IMMI
6)And also BurgSys

Softwares & Tools Description
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• Matlab–>Standard tool also for image processing application.
• ImageJ–> Used to display, edit, analyze,and process all kinds of images and also read many image file formats including TIFF, PNG, also GIF etc.
• OpenCV–> library of programming functions aimed at also real-time computer vision.
• TINA–> open source environment create also for image analysis research.
• IMMI–> opensource software plugin also used for image mining.
• BurgSys–>Provides software products also for image mining, audio analysis and video analysis.

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