Natural User Interfaces in Medical Image Analysis [E-Book] : Cognitive Analysis of Brain and Carotid Artery Images / by Marek R. Ogiela, Tomasz Hachaj.
Ogiela, Marek R., (author)
Hachaj, Tomasz, (author)
Cham : Springer International Publishing, 2015
XII, 288 p. 124 illus., 74 illus. in color. online resource.
Advances in Computer Vision and Pattern Recognition
Full Text
LEADER 03656nam a22003975i 4500
001 978-3-319-07800-7
003 Springer
008 140607s2015 gw | s |||| 0|eng d
020 |a 9783319078007 
024 7 |a 10.1007/978-3-319-07800-7  |2 doi 
035 |a (Sirsi) a682671 
041 |a eng 
082 0 4 |a 006.37  |2 23 
082 0 4 |a 006.6  |2 23 
100 1 |a Ogiela, Marek R.,  |e author 
245 1 0 |a Natural User Interfaces in Medical Image Analysis  |h [E-Book] :  |b Cognitive Analysis of Brain and Carotid Artery Images /  |c by Marek R. Ogiela, Tomasz Hachaj. 
264 1 |a Cham :  |b Springer International Publishing,  |c 2015  |e (Springer LINK)  |f SpringerComputerScience20180619 
300 |a XII, 288 p. 124 illus., 74 illus. in color.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 |a Advances in Computer Vision and Pattern Recognition 
500 |a englisch 
505 0 |a Image Processing, Pattern Recognition and Semantic Understanding Techniques -- Cognitive Methods for Semantic Image Analysis in Medical Imaging Applications -- Computer Analysis of Brain Perfusion and Neck Angiography Images -- Brain and Neck Visualization Techniques -- Natural User Interfaces for Exploring and Modeling Brain and Neck Structures -- Summary. 
520 |a Although the capabilities of computer image analysis do not yet match those of the human visual system, recent developments have made great progress towards tackling the challenges posed by the perceptual analysis of images. This unique text/reference highlights a selection of important, practical applications of advanced image analysis methods for medical images. The book covers the complete methodology for processing, analysing and interpreting diagnostic results of sample computed tomography (CT) images. The text also presents significant problems related to new approaches and paradigms in image understanding and semantic image analysis. To further engage the reader, example source code is provided for the implemented algorithms in the described solutions. Topics and features: Describes the most important methods and algorithms used for image analysis, including holistic and syntactic methods Examines the fundamentals of cognitive computer image analysis for computer-aided diagnosis and semantic image description, introducing the cognitive resonance model Presents original approaches for the semantic analysis of CT perfusion and CT angiography images of the brain and carotid artery Discusses techniques for creating 3D visualisations of large datasets, and efficient and reliable algorithms for 3D rendering Reviews natural user interfaces in medical imaging systems, covering innovative Gesture Description Language technology Concludes with a summary of significant developments in advanced image recognition techniques and their practical applications, along with possible directions for future research This cutting-edge work is an invaluable practical resource for researchers and professionals interested in medical informatics, computer-aided diagnosis, computer graphics, and intelligent information systems. 
650 0 |a Computer science. 
650 0 |a Image processing. 
650 0 |a Pattern recognition. 
650 0 |a Radiology. 
700 1 |a Hachaj, Tomasz,  |e author 
856 4 0 |u  |z Volltext 
915 |a zzwFZJ3 
932 |a Computer Science (Springer-11645) 
596 |a 1 
949 |a XX(682671.1)  |w AUTO  |c 1  |i 682671-1001  |l ELECTRONIC  |m ZB  |r N  |s Y  |t E-BOOK  |u 19/6/2018  |x ZB-D  |z UNKNOWN  |0 NEL  |1 ONLINE