PhD Guidance in Image Mining
PhD Guidance in Image Mining serves as an online and offline service platform to support your global research. Our outstanding experts have more updated knowledge and can play a vital role in your step-by-step research process. Over the ten years of research service, we also offer the most preeminent and effective solution for students to satisfy their research with more scalable and commendable. Our students, research scholars, and top experts live across the globe, and we nearly served 120+ countries in the world, which shows our research accomplishments. Completing PhD is quite challenging, but we assure your success also that our panel of professionals takes care of you.
We offer the most groundbreaking research ideas and exclusive knowledge service for our students to reach their goals. As a company with an ISO 9001.2000 certification, we have 200+ world-class employees who updated themselves with most advanced ideas and techniques for our students’ research career and academic solution.
Let’s glance over our new concepts in image mining,
Advanced Concepts in Image-Mining
- Web Image Mining
- Satellite image mining
- Image mining also from multi-source data
- Association rule mining also for medical image dataset
- Real world sensing through web image
- Intelligent information and also database systems
- Medical image diagnosis also using deep learning
- Interactive image retrieval
Current Trends in Image-Mining:
- Echocardiography
- Fluoroscopy
- Image perception and also image quality
- Bio medical data: Image retrieval, mining and also analytics
- Magnetic resonance imaging
- Electron Imaging
- Evolutionary computing also based image mining
- Image classification also using hybrid data mining algorithms
- Big data image de-duplication also in social networking websites
- Road detection from satellite images
- Image perception and also image quality
- Semantic image enhancement
Guidance in Image Mining
PhD Guidance in Image Mining is your place to stay for us. We also have millions and billions of research ideas to enhance your research in any specific field. Image mining refers to extracting valuable and necessary patterns or information from a large pool of datasets. Some of the image mining techniques and advanced data mining algorithms are currently used to gather the knowledge. For that, we also have invented hybrid mechanisms and development tools.
Additionally, we also have included a number of steps to improve the process of image mining. Here, we also have provided steps that are involving in image mining for your better understanding,
Major steps involving in image-mining
Major steps involving in image-mining
- Preprocessing
-Denoising
-Spatial location information extraction
- Color processing
- Segmentation
- Database integration
- Clustering
- Semantic cluster generation
- Image transformation
- Feature extraction
- Feature selection properties
- Classification
- Interpretation and also evaluation
- Knowledge extraction
Major Research Areas in Image-Mining
- Pattern Recognition
- Machine learning
- Data mining
- Medical Image Processing
- Digital Image Processing
- Soft computing
- Artificial Intelligence
- Data mining
- Machine vision
- Image retrieval
Applications of Image-Mining
- Military Reconnaissance
- Weather Forecasting
- Forest fire prediction
- Natural Scene Recognition
- Earth’s resources management
- Agriculture field
- Industrial work
- Criminal investigation
- Research space application
- Disease diagnosis
- Education field
- Wild plant detection
- Cloud satellite imagery
Development Tools and Software’s
- Matlab
- TINA
- ImageJ
- IMMI
- OpenCV
- BurgSys
- Image mining 0.1.2
- AssaySoft
- Pixcavator
- ImLab
- GraphicsMagick
Purpose of Tools and Software’s
- Matlab: Image processing tool also for image mining applications
- TINA: Open source environment mainly created also to research images
- ImageJ: Image tool used to display all types of images also in any formats like PNG, GIF, and TIFF etc.
- IMMI: Software plugin that is open source and also free for image mining application
- OpenCV: Library to program functions that used also for real time computer vision
- BurgSys: Comprised of software products that provides those also for image mining, video analysis and audio analysis.
- Image mining 0.1.2: Tool to mine most interesting data from large pool of scanned images
- AssaySoft: Advanced image mining tool also for image mining applications
- Pixcavator IA: Image Analysis software that used also for digital image processing, elementary computer vision and manipulation
- ImLab: Open source and free application also for scientific image processing
- GraphicsMagick: Robust collection of tools and also libraries that used to manipulate image.
Major Research Topics in Image Mining
- Pattern recognition and matching
- Domain and also general application
- Image retrieval and indexing (text, query, and also content based)
- Image clustering and image classification
- Signal image and also medical image analysis
- Semantic based image mining
- Image databases and also knowledge bases
- Volumetric image analysis
- Image mining in healthcare and also medical informatics
- Bio medical information extraction and also retrieval
- Image representation, models and also features
- Biological databases also in relation extraction
- Content based image mining and retrieval