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680 results on '"graphic processing unit"'

410. Artificial intelligence: a survey on evolution, models, applications and future trends.

Author

Lu, Yang

Subjects
ARTIFICIAL intelligence, INDUSTRIALIZATION, TECHNOLOGICAL innovations, INTERNET of things, CLOUD computing
Abstract

Artificial intelligence (AI) is one of the core drivers of industrial development and a critical factor in promoting the integration of emerging technologies, such as graphic processing unit, Internet of Things, cloud computing, and the blockchain, in the new generation of big data and Industry 4.0. In this paper, we construct an extensive survey over the period 1961-2018 of AI and deep learning. The research provides a valuable reference for researchers and practitioners through the multi-angle systematic analysis of AI, from underlying mechanisms to practical applications, from fundamental algorithms to industrial achievements, from current status to future trends. Although there exist many issues toward AI, it is undoubtful that AI has become an innovative and revolutionary assistant in a wide range of applications and fields. [ABSTRACT FROM AUTHOR] more...

Published
2019
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411. Optimal Tabu K-Means Clustering Using Massively Parallel Architecture.

Author

Saveetha, V. and Sophia, S.

Subjects
*K-means clustering, *PARALLEL processing, *GRAPHICS processing units, *CLUSTER analysis (Statistics), *HEURISTIC programming
Abstract

Parallel discovery of inherent clusters using massively threaded architectures is the solution for handling computational challenges raised by fat datasets in cluster analysis. The Graphics Processing Unit and Compute Unified Device Architecture form a convincing platform to parallelize clustering algorithms. The parallel K-means algorithm aims at increasing the speedup, but often faces the hitch of falling into local minima. The heuristic search procedure to discover the global optima in the solution space is known as Tabu Search. The K-means clustering solution is fine-tuned by applying parallel implementation of Tabu Search K-means clustering in order to increase efficacy. The aim is to combine optimization characteristic of Tabu Search for calculation of centroids with clustering attitude of K-means and to enhance the solution using processing power of GPU. The parallelization strategy used exhibits increase in speedup. The parallel Tabu-KM algorithm is tested on standard datasets, and performance is compared with sequential K-means, parallel K-means and sequential Tabu K-means algorithms. The experimental results confirm yet another parallelization technique to unravel data clustering problems. [ABSTRACT FROM AUTHOR] more...

Published
2018
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412. GPU Acceleration of Adaptive Local Kriging Applied to Retrieving Slant-Range Surface Motion Maps.

Author

Chang, Wen-Yen, Wu, Meng-Che, Chang, Yang-Lang, Shih, Sheng-Yung, and Huang, Bormin

Abstract

Differential interferometric synthetic aperture radar (DInSAR) is an effective technique to measure the surface displacement caused by strong earthquakes. However, in the area with respect to the most significant deformation along the fault zone, the coherence between pre- and post-earthquake SAR images is completely lost because of the earthquake-induced violent and chaotic destruction on the land surface and consequently, no surface displacement data can be measured. In our previous work, anadaptive local kriging(ALK) was proposed to solve this problem. However, according to the spatial distribution of the reference points for the interpolation procedure of ALK, using moving window with different sizes through all the pixels in the image is time consuming. Thus, ahigh-performance computing(HPC) is needed. As a result, a parallel image interpolation approach, referred as thegraphics processing unit(GPU) based ALK method, to retrieving slant-range surface motion maps derived by DInSAR is proposed in this study. The proposed GPU-ALK makes use of the parallelism of the original ALK architectures to retrieve the loss of data through the fault zone. In this paper, an HPC GPU-ALK is proposed to speed up the interpolation. It makes use of the performance profiling to analyze the serial version of ALK and perform a parallel GPU computation for reducing the computation time efficiently. By employing one NVIDIA TITAN GPU, the proposed GPU-ALK achieves a speedup of 104.32× compared to its CPU counterpart. [ABSTRACT FROM AUTHOR] more...

Published
2018
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413. High-Speed Implementation of Length-Compatible Privacy Amplification in Continuous-Variable Quantum Key Distribution.

Author

Wang, Xiangyu, Zhang, Yichen, Yu, Song, and Guo, Hong

Abstract

Privacy amplification is an indispensable step in postprocessing of continuous-variable quantum key distribution (CV-QKD), which is used to distill unconditional secure keys from identical corrected keys between two distant legal parties. The processing speed of privacy amplification has a significant effect on the secret key rate of a CV-QKD system. We report the high-speed parallel implementation of the length-compatible privacy amplification algorithm based on a graphic processing unit. The length-compatible algorithm is used to satisfy the security requirements of privacy amplification at different transmission distances when considering finite-size effect. We achieve the speed of privacy amplification over 1 Gb/s at arbitrary input length and the speed is one to two orders of magnitude faster than previous demonstrations, which supports the high-speed real-time CV-QKD system and ensures the security of privacy amplification. [ABSTRACT FROM AUTHOR] more...

Published
2018
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414. GPU-Accelerated Support Vector Machines for Traffic Classification.

Author

Guanglu Sun, Xuhang Li, Xiangyu Hou, and Fei Lang

Subjects
SUPPORT vector machines, MACHINE learning, KERNEL functions, SIMULTANEOUS multithreading processors, GRAPHICS processing units
Abstract

Machine learning model tackles traffic classification effectively. But, it consumes considerable computing resources and computing time, resulting in the difficulty to accommodate large-scale network. In the presented study, GPU-accelerated Support Vector Machines (SVM) is proposed for traffic classification. GPU is used to parallelly calculate the kernel matrix and process the grid traversal of iterative-tuning scheme, in order to accelerate the training and parameters optimization procedure of SVM. Parallel traffic classification is applied to accelerate the classification procedures through the single instruction multiple data paradigm, multithreading and the shared memory of the threads. The experimental results show that the presented method achieves the similar accuracy comparing to the existing CPU-based LibSVM. Furthermore, it ramps up the training speed to 1.53 times and the classification speed to 24 times, which is suitable for the real time classification of high speed backbone networks. [ABSTRACT FROM AUTHOR] more...

Published
2018
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422. SAD-Based Stereo Matching Using FPGAs

Author

Ambrosch, Kristian, Humenberger, Martin, Kubinger, Wilfried, Steininger, Andreas, Singh, Sameer, editor, Kisačanin, Branislav, editor, Bhattacharyya, Shuvra S., editor, and Chai, Sek, editor

Published
2009
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425. Symbricator3D – A Distributed Simulation Environment for Modular Robots

Author

Winkler, Lutz, Wörn, Heinz, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Xie, Ming, editor, Xiong, Youlun, editor, Xiong, Caihua, editor, Liu, Honghai, editor, and Hu, Zhencheng, editor more...

Published
2009
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426. Multimedia Mining on Manycore Architectures: The Case for GPUs

Author

Diao, Mamadou, Kim, Jongman, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bebis, George, editor, Boyle, Richard, editor, Parvin, Bahram, editor, Koracin, Darko, editor, Kuno, Yoshinori, editor, Wang, Junxian, editor, Pajarola, Renato, editor, Lindstrom, Peter, editor, Hinkenjann, André, editor, Encarnação, Miguel L., editor, Silva, Cláudio T., editor, and Coming, Daniel, editor more...

Published
2009
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427. A Variational Approach to Semiautomatic Generation of Digital Terrain Models

Author

Unger, Markus, Pock, Thomas, Grabner, Markus, Klaus, Andreas, Bischof, Horst, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bebis, George, editor, Boyle, Richard, editor, Parvin, Bahram, editor, Koracin, Darko, editor, Kuno, Yoshinori, editor, Wang, Junxian, editor, Pajarola, Renato, editor, Lindstrom, Peter, editor, Hinkenjann, André, editor, Encarnação, Miguel L., editor, Silva, Cláudio T., editor, and Coming, Daniel, editor more...

Published
2009
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428. Robust Radio Broadcast Monitoring Using a Multi-Band Spectral Entropy Signature

Author

Camarena-Ibarrola, Antonio, Chávez, Edgar, Tellez, Eric Sadit, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Bayro-Corrochano, Eduardo, editor, and Eklundh, Jan-Olof, editor more...

Published
2009
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429. Parallel Implementations of Recurrent Neural Network Learning

Author

Lotrič, Uroš, Dobnikar, Andrej, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Kolehmainen, Mikko, editor, Toivanen, Pekka, editor, and Beliczynski, Bartlomiej, editor more...

Published
2009
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430. A Distributed System for Massive Generation of Synthetic Video Using GPUs

Author

Paris, Javier, Gulías, Victor, Abalde, Carlos, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Moreno-Díaz, Roberto, editor, Pichler, Franz, editor, and Quesada-Arencibia, Alexis, editor more...

Published
2009
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431. Fast Vision-Based Object Recognition Using Combined Integral Map

Author

Cao, Tam Phuong, Deng, Guang, Elton, Darrell, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Fritz, Mario, editor, Schiele, Bernt, editor, and Piater, Justus H., editor more...

Published
2009
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432. Real-Time Prediction of Brain Shift Using Nonlinear Finite Element Algorithms

Author

Joldes, Grand Roman, Wittek, Adam, Couton, Mathieu, Warfield, Simon K., Miller, Karol, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Yang, Guang-Zhong, editor, Hawkes, David, editor, Rueckert, Daniel, editor, Noble, Alison, editor, and Taylor, Chris, editor more...

Published
2009
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433. Towards Guidance of Electrophysiological Procedures with Real-Time 3D Intracardiac Echocardiography Fusion to C-arm CT

Author

Wein, Wolfgang, Camus, Estelle, John, Matthias, Diallo, Mamadou, Duong, Christophe, Al-Ahmad, Amin, Fahrig, Rebecca, Khamene, Ali, Xu, Chenyang, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Yang, Guang-Zhong, editor, Hawkes, David, editor, Rueckert, Daniel, editor, Noble, Alison, editor, and Taylor, Chris, editor more...

Published
2009
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434. Face Detection Using GPU-Based Convolutional Neural Networks

Author

Nasse, Fabian, Thurau, Christian, Fink, Gernot A., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Jiang, Xiaoyi, editor, and Petkov, Nicolai, editor more...

Published
2009
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435. Bipartite Graph Matching Computation on GPU

Author

Vasconcelos, Cristina Nader, Rosenhahn, Bodo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Cremers, Daniel, editor, Boykov, Yuri, editor, Blake, Andrew, editor, and Schmidt, Frank R., editor more...

Published
2009
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436. Efficient Map Portrayal Using a General-Purpose Query Language : (A Case Study)

Author

Baumann, Peter, Jucovschi, Constantin, Stancu-Mara, Sorin, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bhowmick, Sourav S., editor, Küng, Josef, editor, and Wagner, Roland, editor more...

Published
2009
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437. Applying the Stream-Based Computing Model to Design Hardware Accelerators: A Case Study

Author

Pratas, Frederico, Sousa, Leonel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bertels, Koen, editor, Dimopoulos, Nikitas, editor, Silvano, Cristina, editor, and Wong, Stephan, editor more...

Published
2009
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438. Adaptative Resonance Theory Fuzzy Networks Parallel Computation Using CUDA

Author

Martínez-Zarzuela, M., Pernas, F. J. Díaz, de Pablos, A. Tejero, Rodríguez, M. Antón, Higuera, J. F. Díez, Giralda, D. Boto, Ortega, D. González, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Cabestany, Joan, editor, Sandoval, Francisco, editor, Prieto, Alberto, editor, and Corchado, Juan M., editor more...

Published
2009
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439. Seismic Wave Field Modeling with Graphics Processing Units

Author

Danek, Tomasz, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Allen, Gabrielle, editor, Nabrzyski, Jarosław, editor, Seidel, Edward, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor more...

Published
2009
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440. Experiences with Mapping Non-linear Memory Access Patterns into GPUs

Author

Gutierrez, Eladio, Romero, Sergio, Trenas, Maria A., Plata, Oscar, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Allen, Gabrielle, editor, Nabrzyski, Jarosław, editor, Seidel, Edward, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor more...

Published
2009
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441. A Particle-Mesh Integrator for Galactic Dynamics Powered by GPGPUs

Author

Aubert, Dominique, Amini, Mehdi, David, Romaric, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Allen, Gabrielle, editor, Nabrzyski, Jarosław, editor, Seidel, Edward, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor more...

Published
2009
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442. Parallel Calculating of the Goal Function in Metaheuristics Using GPU

Author

Bożejko, Wojciech, Smutnicki, Czesław, Uchroński, Mariusz, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Allen, Gabrielle, editor, Nabrzyski, Jarosław, editor, Seidel, Edward, editor, van Albada, Geert Dick, editor, Dongarra, Jack, editor, and Sloot, Peter M. A., editor more...

Published
2009
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443. A Real-Time Evolutionary Object Recognition System

Author

Ebner, Marc, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Vanneschi, Leonardo, editor, Gustafson, Steven, editor, Moraglio, Alberto, editor, De Falco, Ivanoe, editor, and Ebner, Marc, editor more...

Published
2009
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444. Sparse Multiscale Patches (SMP) for Image Categorization

Author

Piro, Paolo, Anthoine, Sandrine, Debreuve, Eric, Barlaud, Michel, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Huet, Benoit, editor, Smeaton, Alan, editor, Mayer-Patel, Ketan, editor, and Avrithis, Yannis, editor more...

Published
2009
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