Virtual Trial Room - Abhinav Biswas
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Transcript of Virtual Trial Room - Abhinav Biswas
Code: CS 893JIS College of Engineering, WBUT
The Augmented Reality Technique
Abhinav Biswas & Soumalya Dutta
Portrays an augmented view of the user in a dynamic real-time Live Video mode
with virtual superimposed clothes
Implements a virtual mirrorwith interactive digital options onscreen
Immediately allows the user to see if a clothing’s color/style suits his/her body
before he can actually decide to buy it.
User stands in front of the digital screenVarious onscreen options get displayed
Like Category (Men, Women, Kids).
Selects option using simple Hand MotionThen the augmented image with virtual clothes is shown.
Adjusts the placement of the cloth itemWith onscreen options like Zoom In/Out, Up/Down etc.
Finally take a snap, save or print it.Also now the user can decide whether the cloth is worth a buy.
Face Tracking, Motion DetectionOpenCV 2.3.1
Swing Java 1.6,Front-end GUI.
JavaCV – The OpenCV WrapperWith hardware accelerated image processing features.
Eclipse Helios 3.6The wonder tool, An extensive IDE
OpenCV
Grab video frame from Webcam & flip it.
Track selected options based on detected motion & act
accordinglyOptions
Adjustment of the overlay
Overlay replacement, (Next/Previous)
Motion Detection using frame difference method
Scaling & Positioning
Show frames in a video mode
Implement Face Detection on each frame using
HaarCascade classifier
Super Impose virtual cloth image on the frame based on
detected face
Parallel Processing
Taking a Large No Samples
Creating the Description file
Packing the positive samples into a vector file
Training the classifier
Converting the trained cascade into a cascade file
Absolute difference of consecutive frames with threshold value.
Detection of Hand motion in pre-defined areas.
System response based on selected option.
Retail Industry – Shopping Malls
Online Web Shopping
one-click share on Facebook.com
virtual mirror for eye-wear (sunglasses) & necklace
Automated smile detection for easy snapshot.
Auto-suggestion of cloth items, etc.