Výsledky vyhledávání - Communication AND Control Engineering::Signal Processing::Pattern Recognition AND Analysis~

ViBe: A Universal Background Subtraction Algorithm for Video Sequences Autor Barnich, O, Van Droogenbroeck, M

“…This paper presents a technique for motion detection that incorporates several innovative mechanisms. For example, our proposed technique stores, for each…”
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A survey on still image based human action recognition Autor Guo, Guodong, Lai, Alice

“…Recently still image-based human action recognition has become an active research topic in computer vision and pattern recognition…”
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Maximum Correntropy Criterion for Robust Face Recognition Autor RAN HE, ZHENG, Wei-Shi, HU, Bao-Gang

“…In this paper, we present a sparse correntropy framework for computing robust sparse representations of face images for recognition…”
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Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition Autor Zhuolin Jiang, Zhe Lin, Davis, L. S.

“…A label consistent K-SVD (LC-KSVD) algorithm to learn a discriminative dictionary for sparse coding is presented. In addition to using class labels of training…”
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Quantitative Analysis of Human-Model Agreement in Visual Saliency Modeling: A Comparative Study Autor Borji, Ali, Sihite, D. N., Itti, L.

“…Visual attention is a process that enables biological and machine vision systems to select the most relevant regions from a scene. Relevance is determined by…”
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Learning Sparse Representations for Human Action Recognition Autor Guha, T., Ward, R. K.

“…) in the context of action recognition in videos. Although this work concentrates on recognizing human movements-physical actions as well as facial expressions-the proposed…”
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Pattern Recognition in the Processing of Electromyographic Signals for Selected Expressions of Polish Sign Language Autor Filipowska, Anna, Filipowski, Wojciech, Mieszczanin, Julia, Bryzik, Katarzyna, Henkel, Maciej, Skwarek, Emilia, Raif, Paweł, Sieciński, Szymon, Doniec, Rafał, Mika, Barbara, Bodak, Julia, Ferst, Piotr, Pieniążek, Marcin, Pilarski, Kamil, Grzegorzek, Marcin

“…Gesture recognition has become a significant part of human–machine interaction, particularly when verbal interaction is not feasible…”
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Extended SRC: Undersampled Face Recognition via Intraclass Variant Dictionary Autor Deng, Weihong, Hu, Jiani, Guo, Jun

“…Sparse Representation-Based Classification (SRC) is a face recognition breakthrough in recent years which has successfully addressed the recognition problem with sufficient training images of each gallery subject…”
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Efficient Contrast Enhancement Using Adaptive Gamma Correction With Weighting Distribution Autor Huang, Shih-Chia, Cheng, Fan-Chieh, Chiu, Yi-Sheng

“… Enhancement plays a significant role in digital image processing, computer vision, and pattern recognition…”
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Sparse Representation Classifier Steered Discriminative Projection With Applications to Face Recognition Autor Yang, Jian, Chu, Delin, Zhang, Lei, Xu, Yong, Yang, Jingyu

“…A sparse representation-based classifier (SRC) is developed and shows great potential for real-world face recognition…”
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A Two-Phase Test Sample Sparse Representation Method for Use With Face Recognition Autor Yong Xu, Zhang, D., Jian Yang, Jing-Yu Yang

“…In this paper, we propose a two-phase test sample representation method for face recognition…”
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Analysis of focus measure operators for shape-from-focus Autor Pertuz, Said, Puig, Domenec, Garcia, Miguel Angel

“…Shape-from-focus (SFF) has widely been studied in computer vision as a passive depth recovery and 3D reconstruction method. One of the main stages in SFF is…”
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A Multi-Window Majority Voting Strategy to Improve Hand Gesture Recognition Accuracies Using Electromyography Signal Autor Wahid, Md Ferdous, Tafreshi, Reza, Langari, Reza

“… However, parameters of the sliding window along with the EMG signal, such as window size and overlapping size, as well as the number of votes in post-processing, such as majority voting…”
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Distance Regularized Level Set Evolution and Its Application to Image Segmentation Autor Chunming Li, Chenyang Xu, Changfeng Gui, Fox, Martin D

“…Level set methods have been widely used in image processing and computer vision. In conventional level set formulations, the level set function typically…”
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Image Quality Assessment for Fake Biometric Detection: Application to Iris, Fingerprint, and Face Recognition Autor Galbally, Javier, Marcel, Sebastien, Fierrez, Julian

“… The objective of the proposed system is to enhance the security of biometric recognition frameworks, by adding liveness assessment in a fast, user-friendly, and non-intrusive manner, through the use…”
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Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications Autor Shenghua Gao, Tsang, Ivor Wai-Hung, Liang-Tien Chia

“…Sparse coding exhibits good performance in many computer vision applications. However, due to the overcomplete codebook and the independent coding process, the…”
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A novel hybrid CNN–SVM classifier for recognizing handwritten digits Autor Niu, Xiao-Xiao, Suen, Ching Y.

“…: Convolutional Neural Network (CNN) and Support Vector Machine (SVM), which have proven results in recognizing different types of patterns…”
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Partial Face Recognition: Alignment-Free Approach Autor Shengcai Liao, Jain, A. K., Li, S. Z.

“…Numerous methods have been developed for holistic face recognition with impressive performance…”
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Application-Oriented License Plate Recognition Autor Hsu, Gee-Sern, Chen, Jiun-Chang, Chung, Yu-Zu

“…We split the applications of vehicle license plate recognition (LPR) into three major categories and propose a solution with parameter settings that are adjustable for different applications…”
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Eye Movement Analysis for Activity Recognition Using Electrooculography Autor Bulling, Andreas, Ward, Jamie A, Gellersen, Hans, Tröster, Gerhard

“…In this work, we investigate eye movement analysis as a new sensing modality for activity recognition…”
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