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Published byHerbert Cox Modified over 9 years ago
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Real-Time High Resolution Photogrammetry John Morris, Georgy Gimel’farb and Patrice Delmas CITR, Tamaki Campus, University of Auckland
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Applications Navigation Collision avoidance in traffic Manoeuvring in dynamic environments Biometrics Face recognition Tracking individuals Films Markerless motion tracking Security Intelligent threat detection Civil Engineering Materials Science Archaeology
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Why Stereo? Passive Suitable for dense environments Wide area 3D data can be acquired at high rates Textureless regions cause problems Active illumination can resolve these
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Photogrammetry Laboratory - Resources Commercial structured lighting system Slow, limited depth of field Very accurate (~0.3mm) within its range (1-5m) Provides ‘ground truth’ for other techniques Advanced structured lighting techniques Efficient labelling patterns Hybrid systems Structured lighting/Active illumation/Stereo High resolution cameras 4 x Canon digital SLR (2 x 6Mpixel, 2 x 8Mpixel) 2 x Baesler 25fps, 2 x Pixelink 25fps 4 x Allied Vision (2 with IR capability) Precise alignment, stable baselines High speed cameras 2 x Fastec 250 fps FPGA development kits Altera Development Kits Under development: Firewire interface – 2 x medium resolution video cameras
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Photogrammetry Lab Stereo Canon digital SLRs – 6 Mpixels Low distortion lenses Stable optical base Precise alignment Provision for verging optics Target: Accurate 3D environment maps
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Projects Real time stereo vision Implementation of Symmetric Dynamic Programming Stereo on FPGA hardware Real time precise stereo vision Faster, smaller hardware circuit Real time 3D maps 1% depth accuracy with 2 scan line latency Stereo Applications Collision avoidance for automobiles and robots Face recognition via 3D models Fast model acquisition via stereo pairs Resin flow in composite laminate formation Motion capture – athletes, actors
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Projects High Quality Rendering Scene rendering (movie quality) acceleration with FPGA hardware Next generation animated movie requirements: Rendering farms with 1000’s of processors Power supply alone becomes a major problem! Custom hardware attached processors Computationally intensive task Speed ups of 10 or more Same work with fewer processors … and fewer power cuts!
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Example Project: Composite Formation Resin drawn by vacuum into flat bag containing fibre mat Problem: Measure shape of advancing resin wavefront Solution: Stereo with verging camera axis configuration Process time series of images Transform and measure phase shift
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Composite Materials Laboratory Tamaki Campus Same building as Wine Science 8Mpixel Canon digital SLRs on stable base with precise alignment
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Resin wavefront Profiles along the mould at 1, 2, 3, 4 minutes Note the resolution! Left scale is mm.
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