An exclusive workshop for enthusiasts of all disciplines where they learn every aspect of image processing and AI.
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.
Following are the details :
Fee : INR 4,000 per participant with a kit
Fee is INR 11,000 /- (For a team of 3 with a kit)
Certificates will be provided after full completion of workshop
Kit is consists of the following :
· 30 I/O Channels - Serial IO Board which can drive - 4 Servo's simultaneously + 2 Stepper (Unipolar/Bipolar) + 4 x D.C. Motor ( Both Directions) + 6 D.C.Relays
· Computer to I/O Board 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 Enhancement in the Frequency Domain
· Introduction to the Fourier Transform and the Frequency Domain
· Smoothing Frequency-Domain Filters
· Sharpening Frequency Domain Filters
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
· Wavelets and Multiresolution Processing
· Morphological Image Processing
Neural Networks
· Functioning of the Nervous System
· Supervised and Unsupervised learning
· The Perceptron
· Neural Network Architectures and Learning Algorithms
· Perceptron Learning Algorithms
· Fuzzy Logic
Do it Yourself Sessions
· Finding regions using Webcam
· Color tracking
· Edge Detection, Histogram Techniques, Region Finding
· Computer Controlled servos programming for image processing applications
· Computer Controlled devices like Relays,stepper or D.C. motor for image processing applications
· Neural Networks and Fuzzy logic implementation in software
All the code will be developed during the worshop for real development experience.
NOTES:
Ř Knowledge of basic electronics is required.
Ř Knowledge of programming with C is required.
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