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Advances In Pattern Recognition


Advances In Pattern Recognition
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Advances In Pattern Recognition And Artificial Intelligence


Advances In Pattern Recognition And Artificial Intelligence
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Author : Marleah Blom
language : en
Publisher: World Scientific
Release Date : 2021-11-16

Advances In Pattern Recognition And Artificial Intelligence written by Marleah Blom and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Computers categories.


This book includes reviewed papers by international scholars from the 2020 International Conference on Pattern Recognition and Artificial Intelligence (held online). The papers have been expanded to provide more details specifically for the book. It is geared to promote ongoing interest and understanding about pattern recognition and artificial intelligence. Like the previous book in the series, this book covers a range of topics and illustrates potential areas where pattern recognition and artificial intelligence can be applied. It highlights, for example, how pattern recognition and artificial intelligence can be used to classify, predict, detect and help promote further discoveries related to credit scores, criminal news, national elections, license plates, gender, personality characteristics, health, and more.Chapters include works centred on medical and financial applications as well as topics related to handwriting analysis and text processing, internet security, image analysis, database creation, neural networks and deep learning. While the book is geared to promote interest from the general public, it may also be of interest to graduate students and researchers in the field.



Advances In Pattern Recognition


Advances In Pattern Recognition
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Author : Erin Michael
language : en
Publisher:
Release Date : 2025-08-25

Advances In Pattern Recognition written by Erin Michael and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-25 with Computers categories.


Pattern recognition is a branch of machine learning focused on the identification and classification of patterns and regularities in data. It involves the use of algorithms and statistical techniques to automatically recognize patterns and make predictions or decisions based on data input. Applications include facial recognition, speech recognition, medical diagnosis, and financial forecasting. Key techniques in pattern recognition include supervised learning, where the algorithm is trained on labeled data, and unsupervised learning, which identifies patterns in unlabeled data. The field intersects with artificial intelligence, data mining, and computer vision, leveraging methods like neural networks, support vector machines, and clustering algorithms. Advances in pattern recognition contribute significantly to automation, improving efficiency and accuracy across various domains by enabling systems to interpret complex data and perform tasks that traditionally required human intelligence. The topics included in this book on pattern recognition are of utmost significance and bound to provide incredible insights to readers. This book outlines the processes and applications of pattern recognition in detail. This book is an essential guide for both academicians and those who wish to pursue this discipline further.



Advances In Pattern Recognition


Advances In Pattern Recognition
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Author : Amin
language : en
Publisher:
Release Date : 1998

Advances In Pattern Recognition written by Amin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.




Pattern Recognition And Data Mining


Pattern Recognition And Data Mining
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Author : Sameer Singh
language : en
Publisher: Springer
Release Date : 2005-09-16

Pattern Recognition And Data Mining written by Sameer Singh and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-09-16 with Computers categories.


This LNCS volume contains the papers presented at the 3rd International Conference on Advances in Pattern Recognition (ICAPR 2005) organized in August, 2005 in the beautiful city of Bath, UK.



Advances In Pattern Recognition Systems Using Neural Network Technologies


Advances In Pattern Recognition Systems Using Neural Network Technologies
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Author : Patrick S P Wang
language : en
Publisher: World Scientific
Release Date : 1994-01-01

Advances In Pattern Recognition Systems Using Neural Network Technologies written by Patrick S P Wang and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-01-01 with categories.


Contents:A Connectionist Approach to Speech Recognition (Y Bengio)Signature Verification Using a “Siamese” Time Delay Neural Network (J Bromley et al.)Boosting Performance in Neural Networks (H Drucker et al.)An Integrated Architecture for Recognition of Totally Unconstrained Handwritten Numerals (A Gupta et al.)Time-Warping Network: A Neural Approach to Hidden Markov Model Based Speech Recognition (E Levin et al.)Computing Optical Flow with a Recurrent Neural Network (H Li & J Wang)Integrated Segmentation and Recognition through Exhaustive Scans or Learned Saccadic Jumps (G L Martin et al.)Experimental Comparison of the Effect of Order in Recurrent Neural Networks (C B Miller & C L Giles)Adaptive Classification by Neural Net Based Prototype Populations (K Peleg & U Ben-Hanan)A Neural System for the Recognition of Partially Occluded Objects in Cluttered Scenes: A Pilot Study (L Wiskott & C von der Malsburg)and other papers Readership: Computer scientists and engineers.



Advances In Pattern Recognition Research


Advances In Pattern Recognition Research
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Author : Thomas Lu
language : en
Publisher:
Release Date : 2018-11-16

Advances In Pattern Recognition Research written by Thomas Lu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-16 with Machine learning categories.


Artificial Intelligence (AI) has become a popular research topic recently. Pattern recognition (PR) is an important part of an AI system. If the AI is considered as the digital brain, then the PR is the visual and auditory cortex that converts the optical signals from the eyes and the acoustic signals from the ears to meaningful symbolic texts that the brain can digest. Over the past 40+ years, the processing speed of a digital computer has increased from kbits/s to tera floating point operations per second (TFLOPS), a 109 times acceleration. PR research has made significant advancements along the advancement of digital hardware, especially the graphical processing unit (GPU) technology that helps the rapid processing of complex images. In this book, the authors have collected the latest work from leading researchers in the PR fields. The topics are broad, which include optical implementation of various filters, digital implementation of state-of-the-art neural network (NN) training methods, and the latest deep leaning (DL) models. We also included applications of PR in various fields.



Advances In Pattern Recognition


Advances In Pattern Recognition
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Author : Adnan Amin
language : en
Publisher: Springer Science & Business Media
Release Date : 1998-07-29

Advances In Pattern Recognition written by Adnan Amin and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-07-29 with Computers categories.


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Advances In Pattern Recognition Proceedings Of The 6th International Conference


Advances In Pattern Recognition Proceedings Of The 6th International Conference
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Author : Pinakpani Pal
language : en
Publisher: World Scientific
Release Date : 2006-12-18

Advances In Pattern Recognition Proceedings Of The 6th International Conference written by Pinakpani Pal and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-18 with Computers categories.


This volume contains the latest in the series of ICAPR proceedings on the state-of-the-art of different facets of pattern recognition. These conferences have already carved out a unique position among events attended by the pattern recognition community. The contributions tackle open problems in the classic fields of image and video processing, document analysis and multimedia object retrieval as well as more advanced topics in biometrics speech and signal analysis. Many of the papers focus both on theory and application driven basic research pattern recognition.



Advances In Pattern Recognition Icapr 2001


Advances In Pattern Recognition Icapr 2001
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Author : Sameer Singh
language : en
Publisher: Springer
Release Date : 2003-06-29

Advances In Pattern Recognition Icapr 2001 written by Sameer Singh and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-29 with Computers categories.


The paper is organized as follows: In section 2, we describe the no- orientation-discontinuity interfering model based on a Gaussian stochastic model in analyzing the properties of the interfering strokes. In section 3, we describe the improved canny edge detector with an ed- orientation constraint to detect the edges and recover the weak ones of the foreground words and characters; In section 4, we illustrate, discuss and evaluate the experimental results of the proposed method, demonstrating that our algorithm significantly improves the segmentation quality; Section 5 concludes this paper. 2. The norm-orientation-discontinuity interfering stroke model Figure 2 shows three typical samples of original image segments from the original documents and their magnitude of the detected edges respectively. The magnitude of the gradient is converted into the gray level value. The darker the edge is, the larger is the gradient magnitude. It is obvious that the topmost strong edges correspond to foreground edges. It should be noted that, while usually, the foreground writing appears darker than the background image, as shown in sample image Figure 2(a), there are cases where the foreground and background have similar intensities as shown in Figure 2(b), or worst still, the background is more prominent than the foreground as in Figure 2(c). So using only the intensity value is not enough to differentiate the foreground from the background. (a) (b) (c) (d) (e) (f)



Advances In Pattern Recognition


Advances In Pattern Recognition
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Author : José Francisco Martinez-Trinidad
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-09-13

Advances In Pattern Recognition written by José Francisco Martinez-Trinidad and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-13 with Computers categories.


Annotation. This book constitutes the thoroughly refereed proceedings of the Second Mexican Conference on Pattern Recognition, MCPR 2010, held in Puebly, Mexico, in September 2010. The 39 revised papers were carefully reviewed and selected from 89 submissions and are organized in topical sections on computer vision and robotics, image processing, neural networks and signal processing, pattern recognition, data mining, natural language and document processing.