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Journal of Algorithms and Computational Technology, ISSN 1748-3018, 9/2016, Volume 10, Issue 3, pp. 187 - 197
Detecting faces in images is a key step in numerous computer vision applications, such as face recognition or facial expression analysis. Automatic face... 
cascade classifier | histograms of oriented gradients | support vector machine | Face detection
Journal Article
IEEE Transactions on Circuits and Systems for Video Technology, ISSN 1051-8215, 01/2013, Volume 23, Issue 1, pp. 83 - 93
Background subtraction is a fundamental low-level processing task in numerous computer vision applications. The vast majority of algorithms process images on a... 
Adaptation models | foreground detection | patch analysis | cascade | Probabilistic logic | Background modeling | Image segmentation | Histograms | Accuracy | Image color analysis | Lighting | segmentation | background subtraction | SEQUENCES | VIDEO | OBJECT | ENGINEERING, ELECTRICAL & ELECTRONIC | ROBUST | TRACKING | SURVEILLANCE | HISTOGRAMS | Computer Science - Computer Vision and Pattern Recognition
Journal Article
Pattern Analysis and Applications, ISSN 1433-7541, 5/2019, Volume 22, Issue 2, pp. 375 - 387
The accuracy of multi-class classification problems is improving at a good pace. However, improving the accuracy often leads to slowing down the processing... 
Pattern Recognition | Multiple classifier systems | Cascade processing | Computer Science | Multi-class recognition | Cascading scheme | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Journal Article
Pattern Analysis and Applications, ISSN 1433-7541, 05/2016, Volume 19, Issue 2, pp. 411 - 426
Optical character recognition (OCR) shows great potential for rapid data entry, but has limited success when applied to the Arabic language. Traditional OCR... 
Haar-like features | Arabic character recognition | Cascade classifiers | Haar cascade classifiers | STATISTICAL COMPARISONS | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Computer science | Machine learning
Journal Article
Journal Article
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), ISSN 1520-6149, 04/2018, Volume 2018-, pp. 970 - 974
The presence of Epileptiform Transients (ET) in the electroencephalogram (EEG) is a key finding in the medical workup of a patient with suspected epilepsy.... 
Support vector machines | Training | Sensitivity | support vector machine | classifier ensemble | interictal spike detection | Epilepsy | Detectors | Brain modeling | Classifier cascade | Electroencephalography | Classifier ensemble | Interictal spike detection | Support vector machine | epilepsy
Conference Proceeding
ETRI Journal, ISSN 1225-6463, 04/2015, Volume 37, Issue 2, pp. 251 - 261
We present a novel method for real‐time automatic license plate detection in high‐resolution videos. Although there have been extensive studies of license... 
cascade classifier | AdaBoost | object detection | license plate | LPR | Cascade classifier | License plate | Object detection | Adaboost | RECOGNITION | TELECOMMUNICATIONS | ENGINEERING, ELECTRICAL & ELECTRONIC | 전자/정보통신공학
Journal Article
Neurocomputing, ISSN 0925-2312, 11/2013, Volume 120, pp. 560 - 568
This paper proposes a new Weighted Margin Sparse Embedded (WMSE) classifier for brake cylinder detection, which is a big challenge in Trouble of Freight car... 
Brake cylinder detection | Classifier ensemble | Weighted margin | Brake cylinder database | SUPPORT VECTOR MACHINES | LOCAL BINARY PATTERNS | IMAGE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Electrical engineering | Detectors | Electric properties | Learning | Classifiers | Databases | Cascades | Brakes | Design analysis | Optimization | Cylinders
Journal Article
Expert Systems With Applications, ISSN 0957-4174, 02/2018, Volume 92, pp. 216 - 235
•This work used multiple cascades classifiers instead of one cascade classifier to:•Detect different regions of interest values for license plate area.•Extract... 
Region of interest (ROI) | Cascade classifier | Adaboost Learning algorithm | Local binary pattern classifiers (LBP) | License plate detection (LPD) | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | RECOGNITION | Region of interest (ROl) | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | REGION | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Procedia Computer Science, ISSN 1877-0509, 2019, Volume 159, pp. 1375 - 1386
The paper describes the application of local binary patterns and cascade AdaBoost classifier (CAC) to detect and analyse mice behavioural movement. This was... 
cascade AdaBoost classifier | mice behavioural pattern detection | local binary patterns | machine learning | computer vission
Journal Article
International Journal of Computer Vision, ISSN 0920-5691, 07/2017, Volume 123, Issue 3, pp. 334 - 349
Journal Article
IEEE Latin America Transactions, ISSN 1548-0992, 10/2014, Volume 12, Issue 7, pp. 1307 - 1324
This paper presents a novel approach to decision making based on uncertain data. Typical supervised learning algorithms assume that training data is perfectly... 
Decision support systems | Adaptation models | Computational modeling | hybrid intelligent systems | Decision making | Warehousing | cascade-based classification | Abstracts | classification combination | Robustness | Adaptive technology | machine learning | decision making | Learning | Training | Classifiers | Algorithms | Aggregates | Confidence | Devices | Adaptive control systems
Journal Article
Neurocomputing, ISSN 0925-2312, 09/2013, Volume 116, pp. 122 - 135
It is well-known for AdaBoost to select out the optimal weak classifier with the least sample-weighted error rate, which might be suboptimal for minimizing the... 
Face detection | Weak classifier selection | AdaBoost | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | FEATURES | Detectors | Classifiers | Errors | Cascades | Machine learning | Acceptability | Optimization | Convergence
Journal Article