Digital Image Processing Research Projects

Digital image processing research projects includes the areas of computer vision, image processing and image analysis. Pixels can perform an important task in DIP, because pixels are used to denote elements of a digital image.

Facilities of Researchers: Researchers mostly develop the digital image processing concepts onto the simulation tool. Reason for choosing matlab simulation.

 

 

Research Fields DIGITAL IMAGE PROCESSING:

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Image Segmentation.

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Image Filtering & Enhancement.

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Image Data Classification.

Applications of DIGITAL IMAGE PROCESSING:

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Object Detection and Measurement.

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Medical Image Analysis.

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Industrial Image Based Quality.

SEGMENTATION METHODS DIGITAL IMAGE PROCESSING RESEARCH PROJECTS:

Watershed Transformation

Marker-Controlled Watershed

Hierarchical Segmentation

2-Dimensional Object Recognition Algorithms:

Shape Skeletons

Log-Polar Mapping

Block Matching

Pair-Wise Relationship

Hough Transform

2D projective invariants

Uses of Digital Image Processing Algorithms:

1.Improve Clarity & Remove Artifacts

2.Compress images for communication across a network

3.Convert Signals

4.Prepare images for display or printing

 

Algorithms of Image Analysis:

1.Object recognition & tracking

2.Segmentation in Medical Imaging

3.Motion and tracking in medical imaging

4.Stereo Reconstruction

5.Texture Synthesis

6.3D Scene Reconstruction