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Workshop on Machine Vision
An exclusive workshop for enthusiasts of all disciplines where they learn every aspect of image processing. Workshops comprise of practical sessions like capturing image from a webcam and then processing it to find Region of Interest in it. Motion segmentation and motion detection from a live video stream. Finding the direction of motion in the video stream and using for the purpose of surveillance.
Details
- Certificates will be provided after full completion of workshop
- Workshop Duration: 5 Days
Kit is consists of the following :
- A Good quality Webcam.
- Microcontroller based IO Board which can drive - 2 Servo's simultaneously + 1 Stepper (Unipolar/Bipolar) + 2 x D.C. Motor ( Both Directions) + 8 D.C.Relays
- Computer to I/O Board - USB Cable
- Window based control ActiveX library - with scripting support - can be used in C,VB,VC++,JAVA
- All other required material.
Topics Covered :
Introduction to Image processing
- Need of Image processing
- Color Models
- Visual Perception
- Spatial and Frequency domains
Image Sensing and Acquisition
- Image sensing and various sensors
- Image acquisition
- Various Capture hardwares
Spatial Domain Processing
- Gray Level Transformations
- Histogram Processing
- Enhancement Using Arithmetic/Logic Operations
- Basics of Spatial Filtering
Image Restoration
- Noise Models
- Restoration in the Presence of Noise Only–Spatial Filtering
- Inverse Filtering
- Geometric Mean Filter
Color Image Processing
- Color Fundamentals
- Color Models
- Pseudocolor Image Processing
- Color Transformations
- Smoothing and Sharpening
- Color Segmentation
Other Advanced stuff
- Image Compression
- Morphological Image Processing
Neural Networks
- Functioning of the Nervous System
- Supervised and Unsupervised learning
- Neural Network Architectures and Learning Algorithms
Do it Yourself Sessions
- Neural Network based simple applications
- Finding regions of interst using Webcam
- Color blob tracking - Real Time
- Edge Detection, Histogram Techniques, Region Finding
- Computer Controlled devices like Relays,stepper or D.C. motor for image processing applications
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