Hugues Hoppe [pronunciation]

Principal researcher & Manager, Computer Graphics Group of Microsoft Research.

Address: Microsoft Research, One Microsoft Way, Redmond, WA 98052-6399, USA
Email:

Web: http://research.microsoft.com/~hoppe/ or http://hhoppe.com/
Internal: http://msrweb/~hhoppe/

Research interests

Large-scale imagery

Large planar and spherical images motivate novel processing techniques.
[ streaming multigrid, distributed processing, metric-aware spherical processing, optimizing multiscale continuity ]

Parallel spatial data structures

The SIMD parallelism in GPUs benefits from new efficient random-access spatial structures.
[ geometry clipmaps, perfect spatial hashing, compressed trees, factored images, vector graphics, view-dependent refinement ]

Texture synthesis

Given a compact texture exemplar, a parallel algorithm can efficiently generate spatially infinite deterministic content.
[ parallel controllable texture synthesis, appearance-space texture synthesis, vector field design, lapped textures ]

Geometry images (regularly sampled surfaces)

With optimized graphics pipelines, geometry might be represented using ordinary grids just like texture images.
[ geometry images, spherical parameterization and remeshing, smooth geometry images, multi-chart geometry images, geometry clipmaps ]

Progressive meshes (irregular connectivity)

Progressive meshes define a lossless, continuous-resolution representation of arbitrary meshes, and support scalable rendering, geomorphs, progressive transmission, and compression. They are exposed in the D3DX library of Microsoft DirectX 8.
[ mesh optimization, progressive meshes, progressive simplicial complexes, view-dependent refinement of PMs, ... ]

Subdivision-based multiresolution (semi-regular connectivity)

Mesh refinement based on uniform subdivision provides more structure than irregular meshes.
[ multiresolution analysis of arbitrary meshes, displaced subdivision surfaces ]

Surface parameterization (geometry texturing)

Textures map regularly sampled images onto irregular mesh geometry.
[ atlases in silhouette clipping, texture mapping progressive meshes, signal-specialized parameterization, and multi-chart geometry images ]
[ instanced charts in lapped textures, real-time fur rendering, and real-time hatching ]
[ also spherical parameterization and geometry image parameterization ]

Surface reconstruction (geometry creation)

My PhD thesis addresses automatic reconstruction of surface models from scanned 3D points.
[ surface reconstruction from unorganized points, mesh optimization, piecewise smooth surface reconstruction,
Poisson surface reconstruction, multilevel streaming for out-of-core reconstruction, multi-view stereo, parallel Poisson reconstruction ]

Some recent demos

	Cliplets: Juxtaposing still and dynamic imagery. This tool creates cinemagraphs and more general spatiotemporal compositions from ordinary handheld video. Demo
	Freeform vector graphics. Interactive authoring system that builds on thin-plate splines to enable a richer class of vector graphics. The user sketches a variety of curves and points to intuitively control color interpolation within the resulting image. (This demo runs best on a fast multicore CPU.) Demo 20111003
	Random-access vector graphics. Antialiased vector graphics rendered on arbitrary surfaces or under arbitrary deformations. We create a coarse lattice in which each cell contains a variable-length encoding of the graphics primitives that overlap it. These cell-specialized encodings are interpreted at runtime within a pixel shader. Demo 20080613
	Rendering of terrains using geometry clipmaps. Terrain rendering using a set of nested regular grids. The terrain is either incrementally decompressed from a compact in-memory representation or synthesized on the fly as a user navigates within an infinite landscape. Demo 20060328

Publications

See all abstracts and hindsights, ACM author profile, Google Scholar, Microsoft Academic Search.

	Screened Poisson surface reconstruction. Michael Kazhdan, Hugues Hoppe. ACM Trans. Graphics, to appear. Improved geometric fidelity and faster hierarchical solver. web page paper code
	Cliplets: Juxtaposing still and dynamic imagery. Neel Joshi, Sisil Mehta, Steven Drucker, Eric Stollnitz, Hugues Hoppe, Matt Uyttendaele, Michael Cohen. UIST 2012. (Best Paper Award) Cinemagraphs and more general spatiotemporal compositions from handheld video. web page paper project page tutorials demo tool
	A subdivision-based representation for vector image editing. Zicheng Liao, Hugues Hoppe, David Forsyth, Yizhou Yu. IEEE Trans. Vis. Comput. Graphics, 18(11), Nov. 2012. (Spotlight Paper) Piecewise-smooth subdivision for representing and manipulating images. web page paper supplement I3D 2013 talk IEEE
	GPU-efficient recursive filtering and summed-area tables. Diego Nehab, André Maximo, Rodolfo Lima, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 30(6), 2011. Efficient overlapped computation of successive recursive filters on 2D images. web page paper video talk project page code docs
	Freeform vector graphics with controlled thin-plate splines. Mark Finch, John Snyder, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 30(6), 2011. Rich set of curve and point controls for intuitive and expressive color interpolation. web page paper video talk project page demo
	Image-space bidirectional scene reprojection. Lei Yang, Yu-Chiu Tse, Pedro Sander, Jason Lawrence, Diego Nehab, Hugues Hoppe, Clara Wilkins. ACM Trans. Graphics (SIGGRAPH Asia), 30(6), 2011. Real-time temporal upsampling through image-based reprojection of adjacent frames. web page paper video talk supplement
	Real-time classification of dance gestures from skeleton animation. Michalis Raptis, Darko Kirovski, Hugues Hoppe. Symposium on Computer Animation 2011. (Honorable Mention) Recognition of Kinect motions using robust, low-dimensional feature vectors. web page paper video talk supplement
	Generalized sampling in computer graphics. Diego Nehab, Hugues Hoppe. IMPA Tech. Report E022/2011 & Microsoft Research MSR-TR-2011-16, February 2011. Extension of recent signal-processing techniques to graphics filtering. web page paper videoclip supplemental data supplemental videos
	Antialiasing recovery. Lei Yang, Pedro Sander, Jason Lawrence, Hugues Hoppe. ACM Trans. Graphics, 30(3), 2011. Fast removal of jaggies introduced by many nonlinear image processing operations. web page paper talk image data msdn sample code (using Direct2D Imaging Effects) DirectX10 source code
	Optimizing continuity in multiscale imagery. Charles Han, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 29(6), 2010. Visually continuous mipmap pyramid spanning differing coarse- and fine-scale images. web page paper docx video talk Tokyo zoom Seoul orig zoom Seoul our zoom poster
	Metric-aware processing of spherical imagery. Michael Kazhdan, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 29(6), 2010. Adaptively discretized equirectangular map for accurate spherical processing. web page paper talk code and data
	Seamless montage for texturing models. Ran Gal, Yonatan Wexler, Eyal Ofek, Hugues Hoppe, Daniel Cohen-Or. Computer Graphics Forum (Eurographics), 29(2), 479-486, 2010. Optimized alignment and merging of photographs for texturing approximate geometry. web page paper talk supplemental material optimizer animation
	Distributed gradient-domain processing of planar and spherical images. Michael Kazhdan, Dinoj Surendran, Hugues Hoppe. ACM Trans. Graphics, 29(2), 14, 2010. Spherical gradient-domain processing on a Terapixel sky. web page paper talk Terapixel project News release supp proof code and data videoclip
	Amortized supersampling. Lei Yang, Diego Nehab, Pedro Sander, Pitchaya Sitthi-amorn, Jason Lawrence, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 28(5), 2009. Adaptive reuse of pixels from previous frames for high-quality antialiasing. web page paper video talk supplemental results microdot
	Parallel Poisson surface reconstruction. Matthew Bolitho, Michael Kazhdan, Randal Burns, Hugues Hoppe. International Symposium on Visual Computing 2009. Parallelization of Poisson reconstruction using domain decomposition. web page paper
	Parallel view-dependent level-of-detail control. Liang Hu, Pedro Sander, Hugues Hoppe. IEEE Trans. Vis. Comput. Graphics, 16(5), 2010. Extended journal version with applications. web page paper video lucy movie
	Parallel view-dependent refinement of progressive meshes. Liang Hu, Pedro Sander, Hugues Hoppe. Symposium on Interactive 3D Graphics and Games 2009, 169-176. Selective refinement of irregular mesh hierarchy using GPU streaming passes. web page paper video talk lucy movie
	Efficient traversal of mesh edges using adjacency primitives. Pedro Sander, Diego Nehab, Eden Chlamtac, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 27(5), 2008. Fast rendering of shadow volumes, silhouettes, and motion blur. web page paper talk
	Random-access rendering of general vector graphics. Diego Nehab, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH Asia), 27(5), 2008. GPU rendering of vector art over surfaces using cell-specialized descriptions. web page paper docx talk tiger movie desktop movie all movies demo MSR-TR-2007-95
	Factoring repeated content within and among images. Huamin Wang, Yonatan Wexler, Eyal Ofek, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 27(3), 2008. Megatexture encoded by indirecting into an optimized epitome image. web page paper docx talk data compression results
	Streaming multigrid for gradient-domain operations on large images. Michael Kazhdan, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 27(3), 2008. Perform k multigrid V-cycles in just k-1 streaming passes over the data. web page paper talk megapixel results 3.3-gigapixel results source code and examples
	Multi-view stereo for community photo collections. Michael Goesele, Noah Snavely, Brian Curless, Hugues Hoppe, Steven Seitz. IEEE International Conference on Computer Vision (ICCV) 2007. Detailed 3D models reconstructed from crawled Internet images. web page paper talk project page
	Design of tangent vector fields. Matthew Fisher, Peter Schröder, Mathieu Desbrun, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 26(3), 2007. Interactive control of direction fields for real-time surface texture synthesis. web page paper movie - interactive design movie - no extraneous singularities
	Compressed random-access trees for spatially coherent data. Sylvain Lefebvre, Hugues Hoppe. Symposium on Rendering 2007. Efficient representation of coherent image data such as lightmaps and alpha mattes. web page paper docx talk supplemental results
	Unconstrained isosurface extraction on arbitrary octrees. Michael Kazhdan, Allison Klein, Ketan Dalal, Hugues Hoppe. Symposium on Geometry Processing 2007. Highly adaptable watertight surface from an unconstrained octree. web page paper code
	Multi-level streaming for out-of-core surface reconstruction. Matthew Bolitho, Michael Kazhdan, Randal Burns, Hugues Hoppe. Symposium on Geometry Processing 2007. Out-of-core solution of huge Poisson system to reconstruct 3D scans. web page paper talk cover image supplemental images code
	Poisson surface reconstruction. Michael Kazhdan, Matthew Bolitho, Hugues Hoppe. Symposium on Geometry Processing 2006, 61-70. Reconstruction that considers all points at once for resilience to data noise. web page paper talk cover image award-winning code
	Perfect spatial hashing. Sylvain Lefebvre, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 25(3), 2006. Sparse spatial data packed into a dense table using a simple collision-free map. web page paper docx video talk poster errata
	Appearance-space texture synthesis. Sylvain Lefebvre, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 25(3), 2006. Improved synthesis quality and efficiency by pre-transforming the exemplar. web page paper docx video talk poster advection-over-horse movie additional results
	Parallel controllable texture synthesis. Sylvain Lefebvre, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 24(3), 2005. Parallel synthesis of infinite deterministic content, with intuitive user controls. web page paper docx video talk drag-and-drop movie poster additional results tutorial code
	Fast exact and approximate geodesics on meshes. Vitaly Surazhsky, Tatiana Surazhsky, Danil Kirsanov, Steven Gortler, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 24(3), 2005. Efficient computation of shortest paths and distances on triangle meshes. web page paper talk Danil Kirsanov's code (different implementation than in paper)
	Terrain rendering using GPU-based geometry clipmaps. Arul Asirvatham, Hugues Hoppe. GPU Gems 2, M. Pharr and R. Fernando, eds., Addison-Wesley, March 2005. Real-time terrain rendering with all data processing on the GPU. web page paper talk quick movie demo
	Geometry clipmaps: Terrain rendering using nested regular grids. Frank Losasso, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 23(3), 2004. New terrain data structure enabling real-time decompression and synthesis. web page paper docx video talk quick movie poster
	Digital photography with flash and no-flash image pairs. Georg Petschnigg, Maneesh Agrawala, Hugues Hoppe. Richard Szeliski, Michael Cohen, Kentaro Toyama. ACM Trans. Graphics (SIGGRAPH), 23(3), 2004. Combining detail of a flash image with ambient lighting of a non-flash image. web page paper docx talk project page
	Inter-surface mapping. John Schreiner, Arul Asirvatham, Emil Praun, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 23(3), 2004. Automatic creation of low-distortion parametrizations between meshes. web page paper docx talk
	Removing excess topology from isosurfaces. Zoë Wood, Hugues Hoppe, Mathieu Desbrun, Peter Schröder. ACM Trans. Graphics, 23(2), April 2004, 190-208. Repair of tiny topological handles in scanned surface models. web page paper talk older MSR-TR-2002-28 Zoë Wood's thesis data
	Signal-specialized parameterization for piecewise linear reconstruction. Geetika Tewari, John Snyder, Pedro Sander, Steven Gortler, Hugues Hoppe. Symposium on Geometry Processing 2004, 57-66. Optimizing texture coordinates based on nonlinearity of texture content. web page paper talk
	Consistent spherical parameterization. Arul Asirvatham, Emil Praun, Hugues Hoppe. Computer Graphics and Geometric Modeling (CGGM) 2005 Workshop. Low-distortion mapping between genus-zero shapes. web page paper talk
	Shape compression using spherical geometry images. Hugues Hoppe, Emil Praun. MINGLE 2003 Workshop. In Advances in Multiresolution for Geometric Modelling, N. Dodgson, M. Floater, M. Sabin (eds.), Springer-Verlag, 27-46. Concise shape description exploiting 2D image compression techniques. web page paper talk
	Smooth geometry images. Frank Losasso, Hugues Hoppe, Scott Schaefer, Joe Warren. Symposium on Geometry Processing 2003, 138-145. Subdivision and displacement of genus-zero mesh realized as GPU image processing. web page paper talk overview slide sphere-to-square movie data
	Spherical parametrization and remeshing. Emil Praun, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 22(3), 2003. Robust mapping of a surface onto a sphere, allowing 2D-grid resampling. web page paper talk docx cow-square movie horse-sphere movie gargoyle-bunny movie data
	Multi-chart geometry images. Pedro Sander, Zoë Wood, Steven Gortler, John Snyder, Hugues Hoppe. Symposium on Geometry Processing 2003, 146-155. Surface shape represented using an atlas of charts within a regular grid. web page paper docx talk
	Geometry videos: A new representation for 3D animations. Hector Briceño, Pedro Sander, Leonard McMillan, Steven Gortler, Hugues Hoppe. Symposium on Computer Animation 2003, 136-146. 3D animated shape represented as a geometry-image volume. web page paper talk
	Geometry images. Xianfeng Gu, Steven Gortler, Hugues Hoppe. ACM Trans. Graphics (SIGGRAPH), 21(3), 2002. Connectivity-free resampling of an arbitrary shape into a regular 2D grid. web page paper talk bunny-to-square movie data
	Signal-specialized parametrization. Pedro Sander, Steven Gortler, John Snyder, Hugues Hoppe. Eurographics Workshop on Rendering 2002, 87-100. Optimization of texture coordinates for accurate representation of given content. web page paper docx video talk
	Texture mapping progressive meshes. Pedro Sander, John Snyder, Steven Gortler, Hugues Hoppe. ACM SIGGRAPH 2001 Proceedings, 409-416. Texture atlas compatible across levels of detail, and parameterization stretch. web page paper docx video talk demo errata
	Fine tone control in hardware hatching. Matthew Webb, Emil Praun, Adam Finkelstein, Hugues Hoppe. Symposium on Non-Photorealistic Animation and Rendering (NPAR) 2002, 53-58. Crisper rendering of illumination-modulated ink strokes. web page paper talk
	Real-time hatching. Emil Praun, Hugues Hoppe, Matthew Webb, Adam Finkelstein. ACM SIGGRAPH 2001 Proceedings, 581-586. Fast nonphotorealistic rendering using precomputed tonal art maps. web page paper video talk project page
	Real-time fur over arbitrary surfaces. Jed Lengyel, Emil Praun, Adam Finkelstein, Hugues Hoppe. Symposium on Interactive 3D Graphics 2001, 227-232. Rendering of shells and fins over general meshes. web page paper docx talk blurb
	Lapped textures. Emil Praun, Adam Finkelstein, Hugues Hoppe. ACM SIGGRAPH 2000 Proceedings, 465-470. Texture synthesis over arbitrary surfaces. web page paper video talk cover image project page
	Displaced subdivision surfaces. Aaron Lee, Henry Moreton, Hugues Hoppe. ACM SIGGRAPH 2000 Proceedings, 85-94. Automatic conversion of detailed mesh to displaced surface, and its benefits. web page paper docx video talk data
	Discontinuity edge overdraw. Pedro Sander, Hugues Hoppe, John Snyder, Steven Gortler. Symposium on Interactive 3D Graphics 2001, 167-174. Antialiased edges rendered along silhouettes to remove spatiotemporal jaggies. web page paper video talk
	Silhouette clipping. Pedro Sander, Xianfeng Gu, Steven Gortler, Hugues Hoppe, John Snyder. ACM SIGGRAPH 2000 Proceedings, 327-334. Efficient computation of mesh silhouette, used to clip coarse geometry. web page paper video talk
	Silhouette mapping. Xianfeng Gu, Steven Gortler, Hugues Hoppe, Leonard McMillan, Benedict Brown, Abraham Stone. Technical Report TR-1-99, Dept. of Computer Science, Harvard University, March 1999. Interpolation among a sparse set of precomputed object silhouettes. web page paper video
	Efficient minimization of new quadric metric for simplifying meshes with appearance attributes. Hugues Hoppe, Steve Marschner. Microsoft Research Technical Report MSR-TR-2000-64, June 2000. Fast solution of quadric metric exploiting its sub-block structure. web page paper
	New quadric metric for simplifying meshes with appearance attributes. Hugues Hoppe. IEEE Visualization 1999 Conference, 59-66. Efficient simplification metric designed around correspondence in 3D space. web page paper talk
	Optimization of mesh locality for transparent vertex caching. Hugues Hoppe. ACM SIGGRAPH 1999 Proceedings, 269-276. Face reordering for efficient GPU vertex cache, advocating a FIFO policy. web page paper talk
	Robust mesh watermarking. Emil Praun, Hugues Hoppe, Adam Finkelstein. ACM SIGGRAPH 1999 Proceedings, 69-76. Imperceptible low-frequency shape perturbations resilient to remeshing. web page paper talk project page
	View-based rendering: Visualizing real objects from scanned range and color data. Kari Pulli, Michael Cohen, Tom Duchamp, Hugues Hoppe, Linda Shapiro, Werner Stuetzle. Eurographics Workshop on Rendering 1997, 23-34. Blending of textured depth meshes using soft z-buffering. web page paper talk
	Robust meshes from multiple range maps. Kari Pulli, Tom Duchamp, Hugues Hoppe, John McDonald, Linda Shapiro, Werner Stuetzle. Intnl. Conf. on Recent Advances in 3-D Digital Imaging and Modeling, May 1997. Robust surface reconstruction using interval analysis over volumetric octree. web page paper talk
	Efficient implementation of progressive meshes. Hugues Hoppe. Computers & Graphics, 22(1), 1998, 27-36. Progressive mesh data structures compatible with GPU vertex buffers. web page paper SIGGRAPH 1998 course slides
	Smooth view-dependent level-of-detail control and its application to terrain rendering. Hugues Hoppe. IEEE Visualization 1998 Conference, 35-42. Visually smooth adaptation of mesh refinement using cascaded temporal geomorphs. web page paper video talk real-time flyover movie better movie data
	View-dependent refinement of progressive meshes. Hugues Hoppe. ACM SIGGRAPH 1997 Proceedings, 189-198. Lossless multiresolution structure for incremental local refinement/coarsening. web page paper video talk teapot movie data errata
	Progressive simplicial complexes. Jovan Popovic, Hugues Hoppe. ACM SIGGRAPH 1997 Proceedings, 217-224. Progressive encoding of both topology and geometry. web page paper video talk drumset movie schooner movie
	Progressive meshes. Hugues Hoppe. ACM SIGGRAPH 1996 Proceedings, 99-108. Efficient, lossless, continuous-resolution representation of surface triangulations. web page paper video talk cessna movie dragon movie sandal movie geomorph movie data
	Automatic reconstruction of B-spline surfaces of arbitrary topological type. Matthias Eck, Hugues Hoppe. ACM SIGGRAPH 1996 Proceedings, 325-334. Fully automatic creation of B-spline patch network from 3D point cloud. web page paper talk data
	Multiresolution analysis of arbitrary meshes. Matthias Eck, Tony DeRose, Tom Duchamp, Hugues Hoppe, Michael Lounsbery, Werner Stuetzle. ACM SIGGRAPH 1995 Proceedings, 173-182. Semi-regular remeshing for wavelet-based representation of surfaces. web page paper video talk
	Surface reconstruction from unorganized points (PhD Thesis). Hugues Hoppe. Department of Computer Science and Engineering, University of Washington, June 1994. Robust surface topology and optimized geometry from scanned 3D points. web page paper talk data errata
	Piecewise Smooth Surface Reconstruction. Hugues Hoppe, Tony DeRose, Tom Duchamp, Michael Halstead, Hubert Jin, John McDonald, Jean Schweitzer, Werner Stuetzle. ACM SIGGRAPH 1994 Proceedings, 295-302. Subdivision surfaces with sharp features, and their automatic creation by data fitting. web page paper video talk data
	Mesh optimization. Hugues Hoppe, Tony DeRose, Tom Duchamp, John McDonald, Werner Stuetzle. ACM SIGGRAPH 1993 Proceedings, 19-26. Traversing the space of triangle meshes to optimize model fidelity and conciseness. web page paper extended TR UW CSE 93-01-01 data video
	Surface reconstruction from unorganized points. Hugues Hoppe, Tony DeRose, Tom Duchamp, John McDonald, Werner Stuetzle. ACM SIGGRAPH 1992 Proceedings, 71-78. Signed-distance field estimated from a set of unoriented noisy points. web page paper data errata

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Overview talks

	Processing large-scale imagery. Pacific Graphics 2010. talk talk_incl_videos (218MB)
	Exploring new graphics data structures designed for GPU parallelism. UIUC Lecture, March 2009. talk talk_incl_videos (272MB)
	Poisson surface reconstruction and its applications. ACM Symposium on Solid and Physical Modeling 2008. talk
	Geometry images: Sampling surfaces on regular grids. Eurographics Symposium on Geometry Processing 2004. talk
	Irregular to completely regular meshing in computer graphics. International Meshing Roundtable 2002. talk