Muutke küpsiste eelistusi

E-raamat: Computer Recognition Systems 4

Edited by , Edited by , Edited by , Edited by
Teised raamatud teemal:
  • Formaat - PDF+DRM
  • Hind: 308,13 €*
  • * hind on lõplik, st. muud allahindlused enam ei rakendu
  • Lisa ostukorvi
  • Lisa soovinimekirja
  • See e-raamat on mõeldud ainult isiklikuks kasutamiseks. E-raamatuid ei saa tagastada.
Teised raamatud teemal:

DRM piirangud

  • Kopeerimine (copy/paste):

    ei ole lubatud

  • Printimine:

    ei ole lubatud

  • Kasutamine:

    Digitaalõiguste kaitse (DRM)
    Kirjastus on väljastanud selle e-raamatu krüpteeritud kujul, mis tähendab, et selle lugemiseks peate installeerima spetsiaalse tarkvara. Samuti peate looma endale  Adobe ID Rohkem infot siin. E-raamatut saab lugeda 1 kasutaja ning alla laadida kuni 6'de seadmesse (kõik autoriseeritud sama Adobe ID-ga).

    Vajalik tarkvara
    Mobiilsetes seadmetes (telefon või tahvelarvuti) lugemiseks peate installeerima selle tasuta rakenduse: PocketBook Reader (iOS / Android)

    PC või Mac seadmes lugemiseks peate installima Adobe Digital Editionsi (Seeon tasuta rakendus spetsiaalselt e-raamatute lugemiseks. Seda ei tohi segamini ajada Adober Reader'iga, mis tõenäoliselt on juba teie arvutisse installeeritud )

    Seda e-raamatut ei saa lugeda Amazon Kindle's. 

The computer recognition systems are nowadays one of the most promising directions in artificial intelligence. This book is the most comprehensive study of this field. It contains a collection of 78 carefully selected articles contributed by experts of pattern recognition. It reports on current research with respect to both methodology and applications. In particular, it includes the following sections:





Biometrics, Features, learning and classifiers, Image processing and computer vision, Knowledge acquisition based on reasoning methods Medical applications, Miscellaneous applications,

This book is a great reference tool for scientists who deal with the problems of designing computer pattern recognition systems. Its target readers can be as well researchers as students of computer science, artificial intelligence or robotics.
PART I BIOMETRICS
On-Line Signature Recognition Based on Reduced Set of Points
3(10)
Iwona Kostorz
Rafal Doroz
Pose Invariant Face Recognition Method Using Stereo Vision
13(10)
Jacek Komorowski
Przemyslaw Rokita
Subspace Algorithms for Face Verification
23(10)
Maciej Smiatacz
Fingerprint Orientation Field Enhancement
33(8)
Lukasz Wieclaw
Lip Print Recognition Based on Mean Differences Similarity Measure
41(10)
Lukasz Smacki
Krzysztof Wrobel
Human Vein Pattern Correlation - A Comparison of Segmentation Methods
51(10)
Rafal Kabacinski
Mateusz Kowalski
Knuckle Recognition for Human Identification
61(12)
Michal Choras
Rafal Kozik
PART II FEATURES, LEARNING AND CLASSIFIERS
Modified Ranked Order Adaptive Median Filter for Impulse Noise Removal
73(10)
Anna Fabijanska
Conceptual Design with the Use of Graph-Based Structures
83(8)
Grazyna Slusarczyk
Estimation of Tolerance Relation on the Basis of Pairwise Comparisons
91(8)
Leszek Klukowski
Radial Basis Function Kernel Optimization for Pattern Classification
99(10)
Pawel Chudzian
Evaluation of Reliability of a Decision-Making Process Based on Pattern Recognition
109(10)
Artur Sierszen
Lukasz Sturgulewski
Prototype Extraction of a Single-Class Area for the Condensed 1-NN Rule
119(8)
Marcin Raniszewski
Robust Nonparametric Regression with Output in SO(3)
127(10)
Grzegorz Jablonski
Time Series Prediction with Periodic Kernels
137(10)
Marcin Michalak
Unified View of Decision Tree Learning Machines for the Purpose of Meta-Learning
147(10)
Krzysztof Grabczewski
Designing Structured Sparse Dictionaries for Sparse Representation Modeling
157(10)
G. Tessitore
R. Prevete
Run-Time Performance Analysis of the Mixture of Experts Model
167(10)
Giuliano Armano
Nima Hatami
Fuzzy Clustering Finding Prototypes on Classes Boundary
177(10)
Michal Jezewski
Jacek Leski
Syntactic Pattern Recognition: Survey of Frontiers and Crucial Methodological Issues
187(10)
Mariusz Flasinski
Janusz Jurek
New Measures of Classifier Competence - Heuristics and Application to the Design of Multiple Classifier Systems
197(10)
Bartlomiej Antosik
Marek Kurzynski
Privacy Preserving Models of k-NN Algorithm
207(12)
Bartosz Krawczyk
Michal Wozniak
Some Properties of Binary Classifier with Fuzzy-Valued Loss Function
219(10)
Robert Burduk
PART III IMAGE PROCESSING AND COMPUTER VISION
Interactive Exploration of Image Collections
229(10)
Gerald Schaefer
Variable Complexity Reduction in Image Grade Decomposition
239(10)
Maria Grzegorek
Analysis of Inter-rater Agreement among Human Observers Who Judge Image Similarity
249(10)
Krzysztof Michalak
Bartlomiej Dzienkowski
Elzbieta Hudyma
Michal Stanek
A Tool for Implementing and Evaluating Image Processing Algorithms inside FPGA Circuits
259(10)
E. Guzman
I. Garcia
M. Mendoza
Textural Features for Scribble-Based Image Colorization
269(10)
Michal Kawulok
Jolanta Kawulok
Bogdan Smolka
Palette Generation in L*a*b* Colour Space Using ΔE
279(8)
W.S. Mokrzycki
M. Tatol
Colour Image Quality Assessment Using the Combined Full-Reference Metric
287(10)
Krzysztof Okarma
Model-Based 3D Human Motion Capture Using Global-Local Particle Swarm Optimizations
297(10)
Tomasz Krzeszowski
Bogdan Kwolek
Konrad Wojciechowski
Gesture Data Modeling and Classification Based on Critical Points Approximation
307(10)
Michal Cholewa
Przemyslaw Glomb
Evaluation of Illumination Compensation Approaches for ELGBPHS
317(10)
Matthias Fischer
Marlies Rybnicek
Christoph Fischer
Efficient Stamps Classification by Means of Point Distance Histogram and Discrete Cosine Transform
327(10)
Pawel Forczmanski
Dariusz Frejlichowski
Color Image Retrieval Based on Mixture Approximation and Color Region Matching
337(10)
Maria Luszczkiewicz-Piatek
Bogdan Smolka
LAMDA Methodology Applied to Image Vector Quantization
347(10)
E. Guzman
J.G. Zambrano
I. Garcia
Oleksiy Pogrebnyak
Detection of Semantically Significant Image Elements Using Neural Networks
357(8)
Jagoda Lazarek
Piotr S. Szczepaniak
The Effect of Multiple Training Sequences on HMM Classification of Motion Capture Gesture Data
365(10)
Michal Romaszewski
Przemyslaw Glomb
A Generic Approach to the Texture Detection Problem in Digital Images
375(10)
Christian Feinen
Marcin Grzegorzek
Detlev Droege
Dietrich Paulus
Waterball - Iterative Watershed Algorithm with Reduced Oversegmentation
385(10)
Michal Swiercz
Marcin Iwanowski
Kernel Postprocessing of Multispectral Images
395(8)
Marcin Michalak
Adam Switonski
A Semi-local Topological Constraint for Efficient Detection of Near-Duplicate Image Fragments
403(8)
Mariusz Paradowski
Andrzej Sluzek
Morphology-Based Method for Reconstruction of Invisible Road Parts on Remote Sensing Imagery and Digitized Maps
411(10)
Bartlomiej Zielinski
Marcin Iwanowski
Spatio-Temporal Filters in Video Stream Processing
421(10)
Marek Szczepanski
Simplifying SURF Feature Descriptor to Achieve Real-Time Performance
431(10)
Marek Kraft
Adam Schmidt
Algorithm for Accurate Determination of Contact Angles in Vision System for High-Temperature Measurements of Metals and Alloys Surface Properties
441(8)
Tomasz Koszmider
Krzysztof Strzecha
Anna Fabijanska
Marcin Bakata
A Fuzzy C-Means Based Color Impulse Noise Detection and Its Benefits for Color Image Filtering
449(10)
Mihaela Cislariu
Mihaela Gordan
Victor Eugen Salca
Aurel Vlaicu
Stereovision System for Visually Impaired
459(12)
Rafal Kozik
PART IV KNOWLEDGE ACQUISITION BASED ON REASONING METHODS
Artefactual Reasoning in a Hypergraph-Based CAD System
471(8)
Mehul Bhatt
Szymon Gajek
Ewa Grabska
Wojciech Palacz
A Shape Description Language for Osteophytes Detection in Upper Surfaces of the Metacarpophalangeal Joints
479(10)
Marzena Bielecka
Andrzej Bielecki
Mariusz Korkosz
Marek Skomorowski
Kamila Sprezak
Wadim Wojciechowski
Bartosz Zielinski
Using Graph Mining Approach to Automatic Reasoning in Design Support Systems
489(10)
Barbara Strug
A New Approach to Multi-class SVM-Based Classification Using Error Correcting Output Codes
499(8)
Wieslaw Chmielnicki
Katarzyna Stapor
Fractal Dimension in the Landscape Change Estimation
507(10)
Piotr Labedz
Agnieszka Ozimek
An Oversegmentation Method for Handwritten Character Segmentation
517(12)
Magdalena Brodowska
PART V MEDICAL APPLICATIONS
Instantaneous Measurement of SNR in Electrocardiograms Based on Quasi-continuous Time-Scale Noise Modeling
529(10)
Piotr Augustyniak
Data Queuing for Non-uniform Telemedical Reporting
539(10)
Piotr Augustyniak
Analysis of Dispersion of Isopotential Areas Values in EEG Maps Sequences
549(10)
Hanna Goszczynska
Marek Doros
Leszek Kowalczyk
Pawel Hoser
Krystyna Kolebska
Robust Estimation of Respiratory Rate Based on Linear Regression
559(10)
J. Leski
N. Henzel
A. Momot
M. Momot
J. Sledzik
Discriminating Power of an Sample Entropy and a Nonlinear Association Index in Prediction of a Preterm Labor Based on Electrohysterographical Signals
569(10)
Dariusz Radomski
Agnieszka Malkiewicz
Knowledge Extraction for Heart Image Segmentation
579(8)
Arkadiusz Tomczyk
Piotr S. Szczepaniak
Estimation of Wandering ECG Signal Baseline Using Detection of Characteristic Points in PQRST Complex for Avoiding Distortions in Complex Morphology
587(10)
Joanna Sledzik
Miroslawa Stelengowska
Continuous Wavelet Transform as an Effective Tools for Detecting Motion Artifacts in Electrogastrographical Signals
597(8)
Barbara T. Mika
Ewaryst J. Tkacz
Pawel S. Kostka
Asymmetry of Digital Images Describing Melanocytic Skin Lesions
605(8)
Pawel Cudek
Jerzy W. Grzymala-Busse
Zdzislaw S. Hippe
Fuzzy Clustering and Adaptive Thresholding Based Segmentation Method for Breast Cancer Diagnosis
613(10)
Pawel Filipczuk
Marek Kowal
Andrzej Obuchowicz
Application of Pattern Recognition Techniques for the Analysis of Histopathological Images
623(24)
Adam Krzyzak
Thomas Fevens
Mehdi Habibzadeh
Lukasz Jelen
PART VI MISCELLANEOUS APPLICATIONS
Two-Stage Data Reduction for a SVM Classifier in a Face Recognition Algorithm Based on the Active Shape Model
647(10)
Maciej Krol
Andrzej Florek
A New Star Identification Algorithm Based on Fuzzy Algorithms
657(10)
Shahin Sohrabi
Ali Asghar Beheshti Shirazi
User Authentication Based on Keystroke Dynamics Analysis
667(10)
Agata Kolakowska
Determining Feature Points for Classification of Vehicles
677(8)
Wieslaw Pamula
Edge Detection Using CNN for the Localization of Non-standard License Plate
685(12)
L.N.P. Boggavarapu
R.S. Vaddi
H.D. Vankayalapati
K.R. Anne
Artificial Neural Network Approach for Evaluation of Gas Sensor Array Responses
697(10)
Iwona Rutkowska
Barbara Flisowska-Wiercik
Przemyslaw M. Szecowka
Andrzej Szczurek
Developing Decision Tree for Identification of Critical Voltage Control Areas
707(10)
Robert A. Lis
A Review: Approach of Fuzzy Models Applications in Logistics
717(10)
Dragan Simic
Svetlana Simic
Expansion of Matching Pursuit Methodology for Anomaly Detection in Computer Networks
727(10)
Lukasz Saganowski
Tomasz Andrysiak
Michal Choras
Rafal Renk
Stochastic Modelling of Sentence Semantics in Speech Recognition
737(10)
Wlodzimierz Kasprzak
Pawel Przybysz
Thai Character Recognition Using "Snakecut" Technique
747(10)
Thakerng Wongsirichot
Piyawan Seekaew
Parunyu Arnon
Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering
757(10)
Rafal Zdunek
Distant Co-occurrence Language Model for ASR in Loose Word Order Languages
767(12)
Jerzy Sas
Andrzej Zolnierek
Author Index 779