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Published byAbel Armstrong Modified over 9 years ago
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Code: CS 893 JIS College of Engineering, WBUT The Augmented Reality Technique Abhinav Biswas & Soumalya Dutta
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Portrays an augmented view of the user in a dynamic real-time Live Video mode with virtual superimposed clothes Implements a virtual mirror with 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.
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User stands in front of the digital screen Various onscreen options get displayed Like Category (Men, Women, Kids). Selects option using simple Hand Motion Then the augmented image with virtual clothes is shown. Adjusts the placement of the cloth item With 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.
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Face Tracking, Motion Detection OpenCV 2.3.1 Swing Java 1.6, Front-end GUI. JavaCV – The OpenCV Wrapper With hardware accelerated image processing features. Eclipse Helios 3.6 The wonder tool, An extensive IDE OpenCV
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Grab video frame from Webcam & flip it. Track selected options based on detected motion & act accordingly Options 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
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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
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Absolute difference of consecutive frames with threshold value. Detection of Hand motion in pre-defined areas. System response based on selected option.
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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.
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Mr. Abhinav Biswas, Mr. Soumalya Dutta http://abhinavtheprince.blogspot.com
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