ICIP 2006, Atlanta, GA
 

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Paper Detail

Paper:MA-P7.4
Session:Image/Video Processing Applications: Systems and Applications
Time:Monday, October 9, 09:40 - 12:20
Presentation: Poster
Topic: Other Areas and Applications: Optical Imaging
Title: EXAMPLE-BASED SIMULATION OF TIME-GATED LASER SEQUENCES FROM A SINGLE VIDEO IMAGE
Authors: Arvind Nayak; Heriot-Watt University 
 Emanuele Trucco; Heriot-Watt University 
 Andrew Wallace; Heriot-Watt University 
Abstract: This paper introduces the first ever appearance-based simulator of burst illumination laser sequences from a single, conventional video image of a vehicle. The appearance-based approach allows us to dispose of the very complex physical models needed to achieve realism. The system uses a dictionary of 3-D, geometric object models and a dictionary of intensity-time profile examples. The latter were obtained from real images acquired for a number of different materials and surface orientations. To generate a synthetic time-gated sequence the user provides simply a single, conventional photograph of a vehicle in a desired orientation. The photograph is matched interactively to a database of 3-D geometric models of vehicles, estimating 3-D pose and approximate relative depths at all points. Depths are then used to simulate time-gating, and consequently to decide which object parts are imaged for every depth. Model surface orientation and material are used to index the example dictionary and assign an intensity-time profile to imaged pixels. Results indicate very promising performance.