000 02864nam a22005775i 4500
001 978-3-540-28293-8
003 DE-He213
005 20170628034316.0
007 cr nn 008mamaa
008 100301s2005 gw | s |||| 0|eng d
020 _a9783540282938
_9978-3-540-28293-8
024 7 _a10.1007/3-540-28293-9
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aLindblad, T.
_eauthor.
245 1 0 _aImage Processing Using Pulse-Coupled Neural Networks
_h[electronic resource] /
_cby T. Lindblad, J.M. Kinser.
250 _aSecond, Revised Edition.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2005.
300 _aXI, 164 p. 140 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aand Theory -- Theory of Digital Simulation -- Automated Image Object Recognition -- Image Fusion -- Image Texture Processing -- Image Signatures -- Miscellaneous Applications -- Hardware Implementations.
520 _aThis is the first book to explain and demonstrate the tremendous ability of Pulse-Coupled Neural Networks (PCNNs) when applied to the field of image processing. PCNNs and their derivatives are biologically inspired models that are powerful tools for extracting texture, segments, and edges from images. As these attributes form the foundations of most image processing tasks, the use of PCNNs facilitates traditional tasks such as recognition, foveation, and image fusion. PCNN technology has also paved the way for new image processing techniques such as object isolation, spiral image fusion, image signatures, and content-based image searches. This volume contains examples of several image processing applications, as well as a review of hardware implementations.
650 0 _aEngineering.
650 0 _aPhysical optics.
650 0 _aBiomedical engineering.
650 0 _aMathematical statistics.
650 0 _aSurfaces (Physics).
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aSurfaces and Interfaces, Thin Films.
650 2 4 _aApplied Optics, Optoelectronics, Optical Devices.
650 2 4 _aBiophysics/Biomedical Physics.
650 2 4 _aStatistical Theory and Methods.
650 2 4 _aPhysics and Applied Physics in Engineering.
700 1 _aKinser, J.M.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783540242185
856 4 0 _uhttp://dx.doi.org/10.1007/3-540-28293-9
912 _aZDB-2-ENG
999 _c19263
_d19263