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2009, 1. Aufl., ISBN 9780470017043, xx, 483 p., [8] p. of plates
Computer vision encompasses the construction of integrated vision systems and the application of vision to problems of real-world importance. The process of... 
Computer algorithms | Computer vision | Three-dimensional imaging
Book
Sensors (Basel, Switzerland), ISSN 1424-8220, 09/2019, Volume 19, Issue 19, p. 4088
Journal Article
Neurocomputing (Amsterdam), ISSN 0925-2312, 04/2019, Volume 338, pp. 274 - 292
The paper presents a novel approach to driver’s fatigue recognition based on yawn detection using thermal imaging. This work writes into the active drivers’... 
Fatigue | Road accidents | Road safety | Thermal imaging | Yawn detection | Driver monitoring | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology
Journal Article
Journal of mathematical imaging and vision, ISSN 0924-9907, 2/2012, Volume 42, Issue 2, pp. 103 - 117
Journal Article
06/2018, Lecture Notes in Computer Science, ISBN 9783319926384, Volume 10870
The paper presents a method for change detection in multidimensional streams of data based on a tensor model constructed from the Higher-Order Singular Value... 
Tensor change detection | Video shot detection | Orthogonal tensor space | Higher-Order Singular Value Decomposition
Book Chapter
Soft computing (Berlin, Germany), ISSN 1432-7643, 12/2015, Volume 19, Issue 12, pp. 3413 - 3430
Journal Article
Pattern analysis and applications : PAA, ISSN 1433-755X, 07/2015, Volume 20, Issue 2, pp. 427 - 439
...THEORETICAL ADVANCES Selecting locally specialised classifiers for one-class classification ensembles Bartosz Krawczyk 1 • Bogusław Cyganek 2 Received: 1... 
Kernels | Pattern Recognition | Fuzzy clustering | Competence areas | Pattern classification | Computer Science | Classifier selection | One-class classification | Computer Science, Artificial Intelligence | Technology | Science & Technology | Analysis | Machine learning
Journal Article
Applied artificial intelligence, ISSN 0883-9514, 07/2016, Volume 30, Issue 6, pp. 495 - 496
  Applied Artificial Intelligence Intelligent Methods Applied to Health-Care Information Systems 
Engineering, Electrical & Electronic | Engineering | Computer Science, Artificial Intelligence | Technology | Computer Science | Science & Technology | Information systems
Journal Article
Engineering applications of artificial intelligence, ISSN 0952-1976, 11/2015, Volume 46, pp. 10 - 22
In contemporary machine learning multidimensional rather than pure vector like data are frequently encountered. Traditionally, such multidimensional objects,... 
Tensor decomposition | Pattern recognition | Support Vector Machine | Chordal distance | Machine learning | Engineering | Technology | Engineering, Multidisciplinary | Computer Science | Engineering, Electrical & Electronic | Automation & Control Systems | Computer Science, Artificial Intelligence | Science & Technology | Algorithms | Data mining | Analysis
Journal Article
07/2017, Lecture Notes in Computer Science, ISBN 3319623915, Volume 10404
In the paper an original method of the oxyacetylene welding measurement and control is presented. The method is based on the computer processing of the flame... 
Computer vision | Real-time image processing | Oxyacetylene welding
Book Chapter
01/2019, Lecture Notes in Computer Science, ISBN 3030121763, Volume 11264
In this paper we experimentally evaluated the impact of data imbalance on the convolutional neural networks performance in the histopathological image... 
Histopathological image classification | Convolutional neural network | Data imbalance
Book Chapter
12/2018, Lecture Notes in Computer Science, ISBN 9783030057916, Volume 11188
Marine snow is a type of noise that affects underwater images. It is caused by various biological and mineral particles which stick together and cause... 
Deep neural networks | Underwater image processing | Marine snow removal | Median filtering
Book Chapter
Procedia computer science, ISSN 1877-0509, 2016, Volume 80, pp. 1682 - 1691
This paper addresses a data mining task of classifying data stream with concept drift. The proposed algorithm, named Concept-adapting Evolutionary Algorithm... 
decision tree | concept drift | data stream | adaptive learning | Adaptive learning | Data stream | Concept drift | Decision tree
Journal Article
Proceedings - 2018 International Conference on High Performance Computing and Simulation, HPCS 2018, 10/2018, pp. 865 - 868
Conference Proceeding
10/2017, Lecture Notes in Computer Science, ISBN 3319685597, Volume 10484
In the paper a tensor based method for video stream clustering and compression is presented. The method does video partitioning in temporal domain based on its... 
Signal compression | Video shot detection | Best-rank tensor decomposition | Tensor-frames | Stream tensor analysis
Book Chapter
Procedia computer science, ISSN 1877-0509, 2016, Volume 80, pp. 1702 - 1711
In this paper new methods for fast computation of the chordal kernels are proposed. Two versions of the chordal kernels for tensor data are discussed. These... 
Kernel methods | chordal kernel | tensor | subspace classification | Chordal kernel | Subspace classification | Tensor
Journal Article
09/2016, Lecture Notes in Computer Science, ISBN 3319464175, Volume 9972
Presence of noise poses a common problem in image recognition tasks. In this paper we propose and analyse architecture of convolutional neural network capable... 
Image Recognition | Convolutional Neural Network | Graphic Processing Unit | Noise Model | Noise Condition
Book Chapter
International Journal of Neural Systems, ISSN 0129-0657, 08/2008, Volume 18, Issue 4, pp. 339 - 345
Journal Article
05/2017, Lecture Notes in Computer Science, ISBN 9783319590622, Volume 10245
We investigate performance of the classical PCA based background subtraction procedure and compare it with the robust PCA versions which are computationally... 
Computer vision | Background subtraction | Real-time computations
Book Chapter
2017 IEEE 4th International Conference on Soft Computing & Machine Intelligence (ISCMI), 11/2017, Volume 2018-, pp. 109 - 113
In this paper two modification to the standard median background subtraction algorithm are proposed, which allows for higher accuracy, real-time performance... 
real-time computations | Computational modeling | Background subtraction | drone navigation | computer vision | Streaming media | Robustness | Real-time systems | Silicon | Standards | Principal component analysis
Conference Proceeding
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