Footprint evaluation for volume rendering
SIGGRAPH '90 Proceedings of the 17th annual conference on Computer graphics and interactive techniques
The digital Michelangelo project: 3D scanning of large statues
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Surfels: surface elements as rendering primitives
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
QSplat: a multiresolution point rendering system for large meshes
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
A user-programmable vertex engine
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Spectral processing of point-sampled geometry
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Pointshop 3D: an interactive system for point-based surface editing
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Hardware-accelerated point-based rendering of complex scenes
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Efficient high quality rendering of point sampled geometry
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
Proceedings of the conference on Visualization '01
Hybrid simplification: combining multi-resolution polygon and point rendering
Proceedings of the conference on Visualization '01
POP: a hybrid point and polygon rendering system for large data
Proceedings of the conference on Visualization '01
Efficient simplification of point-sampled surfaces
Proceedings of the conference on Visualization '02
Interactive visualization of complex plant ecosystems
Proceedings of the conference on Visualization '02
Interactive Sampling and Rendering for Complex and Procedural Geometry
Proceedings of the 12th Eurographics Workshop on Rendering Techniques
The A -buffer, an antialiased hidden surface method
SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
Shape modeling with point-sampled geometry
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
Cg: a system for programming graphics hardware in a C-like language
ACM SIGGRAPH 2003 Papers
Progressive point set surfaces
ACM Transactions on Graphics (TOG)
Perspective accurate splatting
GI '04 Proceedings of the 2004 Graphics Interface Conference
Confetti: Object-Space Point Blending and Splatting
IEEE Transactions on Visualization and Computer Graphics
Hardware-Accelerated Adaptive EWA Volume Splatting
VIS '04 Proceedings of the conference on Visualization '04
Statistical geometry representation for efficient transmission and rendering
ACM Transactions on Graphics (TOG)
GRAPHITE '05 Proceedings of the 3rd international conference on Computer graphics and interactive techniques in Australasia and South East Asia
Point-based VR visualization for large-scale mesh datasets by real-time remote computation
Proceedings of the 2006 ACM international conference on Virtual reality continuum and its applications
Graphical Models - Special issue on PG2004
GPU-based rendering of sparse low-degree implicit surfaces
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
Interactive Point-based Isosurface Exploration and High-quality Rendering
IEEE Transactions on Visualization and Computer Graphics
Interactive Point-Based Rendering of Higher-Order Tetrahedral Data
IEEE Transactions on Visualization and Computer Graphics
Deferred blending: Image composition for single-pass point rendering
Computers and Graphics
Technical Section: A classification-based rendering method for point models
Computers and Graphics
NBS: A new representation for point surfaces based on genetic clustering algorithm
Computers and Graphics
Real-Time Point-Based Rendering Using Visibility Map
IEICE - Transactions on Information and Systems
Robust denoising of point-sampled surfaces
WSEAS Transactions on Computers
Fast visualization of complex 3D models using displacement mapping
Proceedings of Graphics Interface 2009
Dynamic surfel set refinement for high-quality rendering
Computers and Graphics
Point-based rendering techniques
Computers and Graphics
A survey of point-based techniques in computer graphics
Computers and Graphics
Aspects in Information Modelling and Knowledge Bases Research
Proceedings of the 2010 conference on Information Modelling and Knowledge Bases XXI
Interactive hierarchical level of detail level selection algorithm for point based rendering
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Out-of-core real-time visualization of massive 3D point clouds
Proceedings of the 7th International Conference on Computer Graphics, Virtual Reality, Visualisation and Interaction in Africa
Visualization of LIDAR datasets using point-based rendering technique
Computers & Geosciences
Dynamic cloud simulation using cellular automata and texture splatting
Proceedings of the 2010 Summer Computer Simulation Conference
Fast low-memory seamless photo blending on massive point clouds using a streaming framework
Journal on Computing and Cultural Heritage (JOCCH)
Automatic size and variance determination for better surface splatting quality on close-up view
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
An alternative suggestion for vision-language integration in intelligent agents
SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence
Efficient point rendering method using sequential level-of-detail
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
An efficient point rendering using octree and texture lookup
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
Accelerating depth image-based rendering using GPU
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Interactive screen-space accurate photon tracing on GPUs
EGSR'06 Proceedings of the 17th Eurographics conference on Rendering Techniques
A point-based system for local and remote exploration of dense 3D scanned models
VAST'09 Proceedings of the 10th International conference on Virtual Reality, Archaeology and Cultural Heritage
Interactive silhouette rendering for point-based models
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Boolean operations on surfel-bounded solids using programmable graphics hardware
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Real-time point cloud refinement
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Interactive 3D painting on point-sampled objects
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Points reloaded: point-based rendering revisited
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
High-quality surface splatting on today's GPUs
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
Voronoi rasterization of sparse point sets
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
Robust filtering of noisy scattered point data
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
DUODECIM: a structure for point scan compression and rendering
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
A unified lagrangian approach to solid-fluid animation
SPBG'05 Proceedings of the Second Eurographics / IEEE VGTC conference on Point-Based Graphics
Single-pass point rendering and transparent shading
SPBG'06 Proceedings of the 3rd Eurographics / IEEE VGTC conference on Point-Based Graphics
Splat/mesh blending, perspective rasterization and transparency for point-based rendering
SPBG'06 Proceedings of the 3rd Eurographics / IEEE VGTC conference on Point-Based Graphics
GPU-based ray-casting of quadratic surfaces
SPBG'06 Proceedings of the 3rd Eurographics / IEEE VGTC conference on Point-Based Graphics
Point-based rendering optimization with textured meshes for fast LiDAR visualization
Computers & Geosciences
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In the last years point-based rendering has been shown to offer the potential to outperform traditional triangle based rendering both in speed and visual quality when it comes to processing highly complex models. Existing surface splatting techniques achieve superior visual quality by proper filtering but they are still limited in rendering speed. On the other hand the increasing availability and programmability of graphics hardware lead to the developementof very efficient hardware-accelerated rendering methods. However, since no filtered splats are used, these approaches trade visual quality for rendering speed.In this paper we propose a rendering framework for point-based geometry providing high visual quality as well as efficient rendering. Our approach is based on a two-pass splatting technique with Gaussian filtering, resulting in a visual quality comparable to existing software rendering systems. Using programmable graphics hardware we delegate all expensive rendering tasks to the GPU, thereby minimizing data transfer and saving CPU resources. Theproposed system renders up to 28M mid-quality or up to 10M high-quality surface splats per second on the latest graphics hardware.