Cargando…

Machine vision : theory, algorithms, practicalities /

In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed i...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Davies, E. R. (E. Roy)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston : Elsevier, �2005.
Edición:3rd ed.
Temas:
Acceso en línea:Texto completo

MARC

LEADER 00000cam a2200000 a 4500
001 SCIDIR_ocn162571652
003 OCoLC
005 20231117014927.0
006 m o d
007 cr cn|||||||||
008 070806s2005 ne a fob 001 0 eng d
040 |a OPELS  |b eng  |e pn  |c OPELS  |d OKU  |d SHH  |d IDEBK  |d OCLCQ  |d N$T  |d DEBBG  |d ZCU  |d SHS  |d OCLCQ  |d OCLCF  |d UKDOC  |d YDXCP  |d OCLCQ  |d AGLDB  |d OCLCQ  |d D6H  |d OCLCQ  |d VTS  |d NLE  |d VT2  |d OCLCQ  |d UKMGB  |d WYU  |d OCLCQ  |d STF  |d LEAUB  |d M8D  |d UWK  |d OCLCQ  |d OCLCO  |d SNU  |d LDP  |d OCLCQ  |d DKU  |d OCLCQ  |d OCLCO  |d OCL  |d OCLCQ  |d OCLCO 
015 |a GBA478160  |2 bnb 
016 7 |a 013028209  |2 Uk 
016 7 |a 017581636  |2 Uk 
019 |a 123571032  |a 154702775  |a 507298789  |a 548633877  |a 1055386803  |a 1066566347  |a 1081260900  |a 1103276091  |a 1110257535  |a 1113329245  |a 1129354845  |a 1153016835  |a 1264922424 
020 |a 9780080473246  |q (electronic bk.) 
020 |a 0080473245  |q (electronic bk.) 
020 |z 9780122060939 
020 |z 0122060938 
035 |a (OCoLC)162571652  |z (OCoLC)123571032  |z (OCoLC)154702775  |z (OCoLC)507298789  |z (OCoLC)548633877  |z (OCoLC)1055386803  |z (OCoLC)1066566347  |z (OCoLC)1081260900  |z (OCoLC)1103276091  |z (OCoLC)1110257535  |z (OCoLC)1113329245  |z (OCoLC)1129354845  |z (OCoLC)1153016835  |z (OCoLC)1264922424 
050 4 |a TA1634  |b .D39 2005eb 
072 7 |a COM  |x 016000  |2 bisacsh 
082 0 4 |a 006.3/7  |2 22 
100 1 |a Davies, E. R.  |q (E. Roy) 
245 1 0 |a Machine vision :  |b theory, algorithms, practicalities /  |c E.R. Davies. 
250 |a 3rd ed. 
260 |a Amsterdam ;  |a Boston :  |b Elsevier,  |c �2005. 
300 |a 1 online resource (xxxiii, 934 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references (pages 869-915) and index. 
505 0 |a Vision, the challenge -- Images and imaging operations -- Basic image filtering operations -- Thresholding techniques -- Edge detection -- Binary shape analysis -- Boundary pattern analysis -- Mathematical morphology -- Line detection -- Circle detection -- The Hough transform and its nature -- Ellipse detection -- Hole detection -- Polygon and corner detection -- Abstract pattern matching techniques -- The three-dimensional world -- Tackling the perspective n-point problem -- Motion -- Invariants and their applications -- Egomotion and related tasks -- Image transformations and camera calibration -- Automated visual inspection -- Inspection of cereal grains -- Statistical pattern recognition -- Biologically inspired recognition schemes -- Texture -- Image acquisition -- Real-time hardware and systems design considerations -- Machine vision : art or science? 
520 |a In the last 40 years, machine vision has evolved into a mature field embracing a wide range of applications including surveillance, automated inspection, robot assembly, vehicle guidance, traffic monitoring and control, signature verification, biometric measurement, and analysis of remotely sensed images. While researchers and industry specialists continue to document their work in this area, it has become increasingly difficult for professionals and graduate students to understand the essential theory and practicalities well enough to design their own algorithms and systems. This book directly addresses this need. As in earlier editions, E.R. Davies clearly and systematically presents the basic concepts of the field in highly accessible prose and images, covering essential elements of the theory while emphasizing algorithmic and practical design constraints. In this thoroughly updated edition, he divides the material into horizontal levels of a complete machine vision system. Application case studies demonstrate specific techniques and illustrate key constraints for designing real-world machine vision systems. Includes solid, accessible coverage of 2-D and 3-D scene analysis. Offers thorough treatment of the Hough Transforma key technique for inspection and surveillance. Brings vital topics and techniques together in an integrated system design approach. Takes full account of the requirement for real-time processing in real applications. 
650 0 |a Computer vision. 
650 0 |a Computer algorithms. 
650 0 |a Algorithms. 
650 6 |a Vision par ordinateur.  |0 (CaQQLa)201-0074889 
650 6 |a Algorithmes.  |0 (CaQQLa)201-0001230 
650 7 |a algorithms.  |2 aat  |0 (CStmoGRI)aat300065585 
650 7 |a COMPUTERS  |x Computer Vision & Pattern Recognition.  |2 bisacsh 
650 7 |a Algorithms  |2 fast  |0 (OCoLC)fst00805020 
650 7 |a Computer algorithms  |2 fast  |0 (OCoLC)fst00872010 
650 7 |a Computer vision  |2 fast  |0 (OCoLC)fst00872687 
776 0 8 |i Print version:  |a Davies, E.R. (E. Roy).  |t Machine vision : theory, algorithms, practicalities.  |d Amsterdam ; Boston : Elsevier, 2005  |z 0122060938  |z 9780122060939  |w (DLC) 2005270146  |w (OCoLC)56912655 
856 4 0 |u https://sciencedirect.uam.elogim.com/science/book/9780122060939  |z Texto completo