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Computer Science Department Graduate Orientation 1 August 31, 2006 Center for Visual Computing
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Computer Science Department Graduate Orientation 2 What we do… Computer graphics Medical, biological, financial, scientific visualization Computer vision, image processing Computer-aided modeling and design Multimedia, user interfaces Virtual reality, wearable / wireless computing Medical imaging Computional neuroscience
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Computer Science Department Graduate Orientation 3 Who we are… Arie Kaufman, Director Hong Qin Klaus Mueller Dimitris Samaras David Gu Alex Vasilescu Several members from outside CS department
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Computer Science Department Graduate Orientation 4 Arie Kaufman 3D medical imaging visualization surgery, virtual colonoscopy Volumetric modeling voxelization, amorphous phenomena Volume sculpting with haptics Volumetric manipulation, animation, simulation Volume rendering algorithms / systems Modeling of amorphous phenomena fire, smoke, melting, homeland security applications Visual analytics Courses: CSE 648, Seminar in Computer Graphics
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Computer Science Department Graduate Orientation 5 Arie Kaufman 3D medical imaging visualization surgery, virtual colonoscopy Volumetric modeling voxelization, amorphous phenomena Volume sculpting with haptics Volumetric manipulation, animation, simulation Volume rendering algorithms / systems Modeling of amorphous phenomena fire, smoke, melting, homeland security applications Visual analytics Courses: CSE 648, Seminar in Computer Graphics
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Computer Science Department Graduate Orientation 6 Example: Virtual Colonoscopy Fast volume rendering, automatic segmentation, and specialized user interface Accurate electronic cleansing, electronic biopsy Non-invasive, inexpensive, comfortable, fast Goal: mass screening for colon cancer
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Computer Science Department Graduate Orientation 7 Hong Qin Physics-based modeling and simulation Methodology: integration of geometry and physics unifying modeling, design, analysis, and manufacturing Courses CSE 530: Geometric foundations for graphics and visualization (Spring) CSE 621: Physics-based modeling for visual computing CSE 655: Seminar on modeling and simulation (every semester) CSE 680: Special topics on modeling and simulation
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Computer Science Department Graduate Orientation 8 On-Going Research Projects Dynamic NURBS theory and applications DYNASOAR: DYNAmic Solid Objects of Arbitrary topology (a.k.a. Virtual Clay) Intelligent Balloon (subdivision surfaces for unknown topology) PDE surfaces and solids, implict functions Haptics-based interface and VR Multiresolution analysis, wavelets
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Computer Science Department Graduate Orientation 9 Klaus Mueller Computer Graphics: volume graphics, textures Visualization: scientific, medical, information Medical Imaging: tomography, reconstruction Visual Analytics: visual data mining / analysis Face Recognition face dynamics, biometrics Graphics hardware computing (GP-GPU)
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Computer Science Department Graduate Orientation 10 Example: Detail Modeling Infinite zooms by texture synthesis of detail
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Computer Science Department Graduate Orientation 11 Example: Urban Modeling
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Computer Science Department Graduate Orientation 12 Teaching (Graduate) CSE 564 Visualization (Spring 2007) CSE 594 Visual Analytics (Spring 2007) CSE 648 Volume Graphics Seminar (all sems.)
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Computer Science Department Graduate Orientation 13 Dimitris Samaras Deformable models for: Computer vision, computer graphics, medical image analysis Illumination modeling: extraction of illumination parameters and surface reflectance characteristics from images for object recognition, image-based rendering and augmented reality Face and human body tracking and modeling application: expression transfer +=
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Computer Science Department Graduate Orientation 14 Example: expression transfer
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Computer Science Department Graduate Orientation 15 Graduate students wanted Hot computional neuroscience project: Machine learning methods for feature learning and pattern recognition in functional MRI
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Computer Science Department Graduate Orientation 16 David Gu Computational conformal geometry Structure of general surfaces Geometric modeling Manifold Splines Global parameterizations Medical Imaging Brain mapping etc. Geometry images Fully regular surface representations
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Computer Science Department Graduate Orientation 17 Example: Hypersheet
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Computer Science Department Graduate Orientation 18 David Gu Teaching this fall: CSE 529 Simulation and Modeling CSE 6xx: Seminar in Geometry
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Computer Science Department Graduate Orientation 19 The question really is: Do we need even more playing around?
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Computer Science Department Graduate Orientation 20 OF COURSE !!!
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Computer Science Department Graduate Orientation 21 OF COURSE !!! Feel free to join in.…
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