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Processing of volumetric data by slice- and process-based streaming

Andrej Varchola, Anton Vaško, Viliam Solčány, Leonid I. Dimitrov, Miloš Šrámek
2007 Proceedings of the 5th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa - AFRIGRAPH '07  
In this paper, we advocate slice-based streaming as a possible solution for the memory shortage problem in the case of preprocessing and analysis of volumetric data defined over Cartesian, regular and  ...  In our version of streaming, data flows through independent processing units-filters-represented by individual system processes, which store each just a minimal fraction of the whole data set, with a slice  ...  Conclusions and future work We proposed the slice-based streaming technique for processing of volumetric data sets.  ... 
doi:10.1145/1294685.1294703 dblp:conf/afrigraph/VarcholaVSDS07 fatcat:diqrgwj6fncm3ohjbc2ghcipgu

Volumetric Data Rendering on mobile with Raycasting

2020 International journal of modern trends in science and technology  
Recent developments in graphics APIs have introduced novel low-level APIs for mobile hardware-Microsoft's DirectX and the OpenGL ES and android related.  ...  Mobile computing hardware is rapidly approaching today's desktop-grade hardware capabilities enabling applications of advanced rendering algorithms to environments such as medical care.  ...  Instead of generating a set of two-dimensional slices in a pre-processing step, the volumetric data is directly downloaded into the graphics hardware, and is directly used to calculate color and opacity  ... 
doi:10.46501/ijmtstciet13 fatcat:7xu2sheqprcufcj3q3stwq2mam

Motion Compensated Lossy-to-Lossless Compression of 4-D Medical Images Using Integer Wavelet Transforms

A.A. Kassim, P. Yan, W.S. Lee, K. Sengupta
2005 IEEE Transactions on Information Technology in Biomedicine  
and volumetric compression based on 3-D SPIHT.  ...  This paper proposes a method for progressive lossy-to-lossless compression of four-dimensional (4-D) medical images (sequences of volumetric images over time) by using a combination of three-dimensional  ...  Riedel of the Mayo Clinic for providing 4-D cardiac data and Assoc. Prof. S.-C. Wang and Dr. B. Shuter of the National University Hospital in Singapore for providing the 4-D MR urography study.  ... 
doi:10.1109/titb.2004.838376 pmid:15787015 fatcat:jwdapsj7rraixeaqpoia5nvan4

Real-time 4D signal processing and visualization using graphics processing unit on a regular nonlinear-k Fourier-domain OCT system

Kang Zhang, Jin U. Kang
2010 Optics Express  
We realized graphics processing unit (GPU) based real-time 4D (3D + time) signal processing and visualization on a regular Fourier-domain optical coherence tomography (FD-OCT) system with a nonlinear k-space  ...  An ultra-high speed linear spline interpolation (LSI) method for λ-to-k spectral re-sampling is implemented in the GPU architecture, which gives average interpolation speeds of >3,  ...  Acknowledgments This work was supported by National Institutes of Health (NIH) grant R21 1R21NS063131-01A1.  ... 
doi:10.1364/oe.18.011772 pmid:20589038 pmcid:PMC2897754 fatcat:xsnhwf57sfhnhixr2qyk755mlu

3D multiwavelet based block coding algorithm for compression of volumetric medical images

V. K. Sudha, R. Sudhakar
2014 International journal of imaging systems and technology (Print)  
It is embedded, 3D block based, image wavelet transform coding algorithm, which uses state table instead of linked lists to keep track of the details about set partitions and the encoded information, and  ...  This study proposes a compression scheme for volumetric medical images through 3D listless embedded block coding, which is a suitably modified form of SPECK (Set Partitioned Embedded block Coder) algorithm  ...  by i th row, j th column and k th slice then the location in linear array for the coefficient can be found by bit interleaving (i,j,k).  ... 
doi:10.1002/ima.22093 fatcat:miw2fld4bfcixd6etg6z76ajri

Ambient Occlusion Effects for Combined Volumes and Tubular Geometry

M. Schott, T. Martin, A. V. P. Grosset, S. T. Smith, C. D. Hansen
2013 IEEE Transactions on Visualization and Computer Graphics  
Stream tube geometries are computed using an effective spline-based interpolation and approximation scheme that avoids self-intersection and maintains coherent orientation of the stream tube segments to  ...  Furthermore, strategies to reduce the geometric and specular aliasing of the stream tubes are discussed.  ...  The eye buffer and the volumetric occlusion buffers get updated alternately during the slice-by-slice traversal of the volume.  ... 
doi:10.1109/tvcg.2012.306 pmid:23559506 pmcid:PMC3987773 fatcat:wijmdjhjzfdxbhdveigom7ffii

Ultrasound Guided Regional Anesthesia Training Simulator Using Microsoft Kinect

Aparajith Sairam
2014 International Journal of Anesthetics and Anesthesiology  
Images are generated by the process of volumetric data slicing. The data slicing algorithm is very straight forward.  ...  The latter module involves two steps: generating volumetric data based on previously captured serial ultrasound images and real time rendering of appropriate slices through a volumetric dataset.  ... 
doi:10.23937/2377-4630/1/3/1016 fatcat:sbmt2lidajfofafme2t3z3xduy

Real-time stereographic rendering and display of medical images with programmable GPUs

Xiao Hui Wang, Walter F. Good
2008 Computerized Medical Imaging and Graphics  
The performance of rendering and displaying was measured and compared between GPU-based and CPU (central processing unit)-based programming.  ...  The study was to explore the power and feasibility of using programmable graphics processing units (GPUs) for real-time rendering and displaying large 3-D medical datasets for stereoscopic display workstation  ...  of high performance computing on microprocessor based; analysis and display of temporal sequences of screening mammograms; computer-aided diagnosis in volumetric datasets; and, the application of methods  ... 
doi:10.1016/j.compmedimag.2007.10.002 pmid:18061402 pmcid:PMC2269708 fatcat:dyxx4ffv2neftpclv4qpfsisze

Space-Efficient Boundary Representation of Volumetric Objects [article]

Lukas Mroz, Helwig Hauser
2001 EUROVIS 2005: Eurographics / IEEE VGTC Symposium on Visualization  
Allowing for direct volume rendering of the down-scaled data in addition to compression ratios up to 250:1, interactive volume visualization becomes possible, even over the Internet and on low-end hardware  ...  In this paper we present a compression technique for efficiently representing boundary objects from volumetric data-sets.  ...  The medical data-sets are courtesy of Tiani MedGraph.  ... 
doi:10.2312/vissym/vissym01/193-201 fatcat:jad4twvxzzbmvo7fteh5fs7cri

A Streaming Volumetric Image Generation Framework for Development and Evaluation of Out-of-Core Methods [article]

Dominik Drees, Xiaoyi Jiang
2022 arXiv   pre-print
In addition, the test data generation procedure has been integrated into the popular volume rendering and processing framework Voreen.  ...  In this paper we present an algorithmic framework that can be used to efficiently generate test (and ground truth) volume data, optionally even in a streaming fashion.  ...  ACKNOWLEDGEMENTS This work was funded by the Deutsche Forschungsgemeinschaft (DFG) -CRC 1450 -431460824.  ... 
arXiv:2112.09809v2 fatcat:jui4cgvwczerbjr6qdt73pesa4

A Streaming Algorithm for Surface Reconstruction [article]

Remi Allegre, Raphaelle Chaine, Samir Akkouche
2007 Symposium on geometry processing : [proceedings]. Symposium on Geometry Processing  
Our algorithm associates a streaming 3D Delaunay triangulation data-structure with a multilayer version of the geometric convection algorithm.  ...  Our method can process millions of sample points at the rate of 50k points per minute with 350 MB of main memory.  ...  Acknowledgments Point set models are provided courtesy of Cyberware (IGEA), F. Bernardini (RAM), and Stanford Scanning Repository (XYZ RGB ASIAN DRAGON and THAI STATUE).  ... 
doi:10.2312/sgp/sgp07/079-088 fatcat:wp3yzygj5vf6vc34awi5ojwwvy

100-million-voxel volumetric display

Gregg E. Favalora, Joshua Napoli, Deirdre M. Hall, Rick K. Dorval, Michael Giovinco, Michael J. Richmond, Won S. Chun, Darrel G. Hopper
2002 Cockpit Displays IX: Displays for Defense Applications  
It has a resolution of 768 x 768 x 198, has a 24 Hz volume refresh rate, contains an embedded graphics processing system, and uses dithering methods to create images of 3-bit to 21-bit-stippled color,  ...  A 360-degree-viewable volumetric 3-D display has been developed by Actuality Systems, Inc.  ...  Digital Micromirror Device, DMD, TMS320C6201, Texas Instruments, and TI are either registered trademarks or trademarks of Texas Instruments Incorporated.  ... 
doi:10.1117/12.480930 fatcat:25pcc4eumjc6rm27cvdadyplsi

Compression/decompression strategies for large-volume medical imagery

Karthik Krishnan, Michael W. Marcellin, Ali Bilgin, Mariappan S. Nadar, Osman M. Ratib, H. K. Huang
2004 Medical Imaging 2004: PACS and Imaging Informatics  
The scheme is ideally suited for client-server setups with low bandwidth constraints, with the server maintaining the compressed volume data, to be browsed by a client with low processing power and/or  ...  The interactive client is provided breadth in terms of scalability in resolution, position and progressive improvement by quality.  ...  The tests were conducted on a PC workstation with 1.8 GHz processing power and 1GB of RAM.  ... 
doi:10.1117/12.535650 fatcat:hgmayhzubvagzda6djsmcwrjfm

Volumetric image interpretation in radiology: scroll behavior and cognitive processes

Larissa den Boer, Marieke F. van der Schaaf, Koen L. Vincken, Chris P. Mol, Bobby G. Stuijfzand, Anouk van der Gijp
2018 Advances in Health Sciences Education  
The data system of the think-aloud procedure allowed continuous sequential recording of cognitive processes, which resulted in a 'stream' of cognitive processes.  ...  slice by slice, and scanned the whole slice before going to the next one (scanners) and observers who kept their eyes relatively still, limiting their search to a single quadrant of the anatomical region  ... 
doi:10.1007/s10459-018-9828-z pmid:29767400 fatcat:kqjebn2o5rbx7nx6ijc4ozyzoa

Compression and rendering of iso-surfaces and point sampled geometry

Jens Krüger, Jens Schneider, Rüdiger Westermann
2006 The Visual Computer  
The compressed data stream can be decoded in the graphics processing unit (GPU).  ...  First, we show how to use this approach for the compression and rendering of high-resolution iso-surfaces in volumetric data sets.  ...  Princeton for the Wholebody CT scan, Peter Lindstrom for the mixing interface simulation data set, and the people from the Digital Michelangelo Project for scanning the statues and making the mesh data  ... 
doi:10.1007/s00371-006-0026-2 fatcat:cignohj5djdqzamghnh6ikwk74
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