Cargando…

High performance deformable image registration algorithms for manycore processors /

High Performance Deformable Image Registration Algorithms for Manycore Processors develops highly data-parallel image registration algorithms suitable for use on modern multi-core architectures, including graphics processing units (GPUs). Focusing on deformable registration, we show how to develop d...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Shackleford, James
Otros Autores: Kandasamy, Nagarajan, Sharp, Gregory
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Morgan Kaufmann, 2013.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

LEADER 00000cam a2200000 a 4500
001 OR_ocn854997085
003 OCoLC
005 20231017213018.0
006 m o d
007 cr cnu---unuuu
008 130805s2013 mau ob 000 0 eng d
040 |a OPELS  |b eng  |e pn  |c OPELS  |d YDXCP  |d UMI  |d COO  |d B24X7  |d DEBSZ  |d UPM  |d GGVRL  |d UIU  |d OCLCQ  |d OCLCF  |d OCLCQ  |d LIV  |d OCLCQ  |d K6U  |d U3W  |d D6H  |d CEF  |d INT  |d OCLCQ  |d S9I  |d OCLCQ  |d BRF  |d OCLCQ  |d OCLCO  |d OCLCQ  |d OCLCO 
019 |a 857791716 
020 |a 9780124078802 
020 |a 012407880X 
020 |z 9780124077416 
020 |z 0124077412 
029 1 |a AU@  |b 000052005840 
029 1 |a AU@  |b 000053295450 
029 1 |a AU@  |b 000058064923 
029 1 |a AU@  |b 000067102593 
029 1 |a CHNEW  |b 001011344 
029 1 |a DEBBG  |b BV041432355 
029 1 |a DEBBG  |b BV042314338 
029 1 |a DEBSZ  |b 398282684 
029 1 |a DEBSZ  |b 405350058 
029 1 |a GBVCP  |b 785371540 
029 1 |a NZ1  |b 15193703 
035 |a (OCoLC)854997085  |z (OCoLC)857791716 
037 |a CL0500000287  |b Safari Books Online 
050 4 |a QA76.642 
082 0 4 |a 005.2/75  |2 23 
049 |a UAMI 
100 1 |a Shackleford, James. 
245 1 0 |a High performance deformable image registration algorithms for manycore processors /  |c James Shackleford, Nagarajan Kandasamy, Gregory Sharp. 
260 |a Waltham, MA :  |b Morgan Kaufmann,  |c 2013. 
300 |a 1 online resource 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
520 |a High Performance Deformable Image Registration Algorithms for Manycore Processors develops highly data-parallel image registration algorithms suitable for use on modern multi-core architectures, including graphics processing units (GPUs). Focusing on deformable registration, we show how to develop data-parallel versions of the registration algorithm suitable for execution on the GPU. Image registration is the process of aligning two or more images into a common coordinate frame and is a fundamental step to be able to compare or fuse data obtained from different sensor measurements. Extracting useful information from 2D/3D data is essential to realizing key technologies underlying our daily lives. Examples include autonomous vehicles and humanoid robots that can recognize and manipulate objects in cluttered environments using stereo vision and laser sensing and medical imaging to localize and diagnose tumors in internal organs using data captured by CT/MRI scans. This book demonstrates: How to redesign widely used image registration algorithms so as to best expose the underlying parallelism available in these algorithmsHow to pose and implement the parallel versions of the algorithms within the single instruction, multiple data (SIMD) model supported by GPUs Programming "tricks" that can help readers develop other image processing algorithms, including registration algorithms for the GPU 
588 0 |a Online resource; title details screen (Elsevier, viewed August 5, 2013). 
504 |a Includes bibliographical references. 
505 0 |a Chapter 1. Introduction -- chapter 2. Unimodal B-spline registration -- chapter 3. Multimodal B-spline registration -- chapter 4. Analytic vector field regularization for B-spline parameterized methods -- chapter 5. Deformable registration using optical-flow methods -- chapter 6. Plastimatch -- an open-source software for radiotherapy imaging. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Multiprogramming (Electronic computers) 
650 6 |a Multiprogrammation. 
650 7 |a Multiprogramming (Electronic computers)  |2 fast 
700 1 |a Kandasamy, Nagarajan. 
700 1 |a Sharp, Gregory. 
856 4 0 |u https://learning.oreilly.com/library/view/~/9780124077416/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
938 |a Books 24x7  |b B247  |n bke00056547 
938 |a Cengage Learning  |b GVRL  |n GVRL8CXE 
938 |a YBP Library Services  |b YANK  |n 10845164 
994 |a 92  |b IZTAP