parallel image processing architecture
Large Scale Image Processing Using Distributed and Parallel Architecture
... data processing model using open source Hadoop framework for manipulating large volume of data ...methods parallel image database processing with mapreduce and Hadoop streaming ...video ...
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A parallel camera image signal processor for SIMD architecture
... the parallel processing modes SIMD and VLIW, the proposed ISP is accelerated by the implementation of numerous key operations so that it can run in ...the parallel codes of the massive image ...
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REAL-TIME BIG DATA ANALYTICAL ARCHITECTURE FOR IMAGE PROCESSING FRAMEWORK
... Hadoop architecture has significantly improved the real time data processing and storage Data with significant amount of velocity, veracity and variety was in the earlier processed by Data ...certain ...
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Bitplane image coding with parallel coefficient processing
... (transformed) image in codeblocks that can be coded in the cores of MIMD-based ...sequential processing of the ...of processing accelerators with enhanced computational performance and power ...
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Blind Image deblurring using Bayesian approach on parallel architecture
... of image restoration is to reconstruct the primitive scene from a degraded ...numerous image processing applications. Although classical image restoration has been thoroughly studied [1, 2, 3] ...
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Parallel Processing of Sequential Media Algorithms on Heterogeneous Multi-Processor System-on-Chip
... in image and video processing; another synergic core has an application specific instruction set that is good at graphic ...application-to- architecture mapping makes full use of these features to ...
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GPU Accelerated X Ray Image Enhancement
... GPU processing are derived from its SIMD based architecture and the sheer quantity of processing cores a GPU has at its ...SIMD processing can yield dramatic increases in performance compared ...
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A FPGA based Generic Architecture for Polynomial Matrix Multiplication in Image Processing
... signal processing applications the problems of narrowband signals mixing is extended to broadband ...in parallel (SBR2P) is used which produces the diagonalized para-Hermitian polynomial matrix and related ...
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The development of a multi-layer architecture for image processing
... The G A M pyram id [16] is a 5 level quad-pyram id developed by the George M ason U niversity. It has a base level o f 16x16 PEs and is devised to process 16x16 pixel binary im ages. Each PE is connected to 4 siblings. ...
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FPGA-Based Configurable Systolic Architecture for Window-Based Image Processing
... an efficient image addressing mode was used in an archi- tecture for fast edge and corner detection. In this work the addressing mode is generalized and extended for a generic window-based operator and the design of ...
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Design and Implementation of VLSI DHT highly Modular and Parallel Architecture for Image Compression
... Digital signal processing (DSP) includes processing of data invarious domains based on their applications.DSP has vastapplications in various fields such as space, medical,commercial, industrial and ...
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Parallel Image Processing Using Algorithmic Skeletons
... for parallel programming ...machine architecture but also highly ...in parallel. FARM skeletons implements master-slave in parallel or D&C represents divide and conquer parallelism ...
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A Highly-Parallel Image Processing Computer Architecture Suitable for Implementation in Nanotechnology
... the architecture under consideration may not work in the classic SIMD way - the operation o f the PIP architecture is an example o f ...the image size for a particular application, for instance 512^ ...
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Parallel embedded processor architecture for FPGA based image processing using parallel software skeletons
... FPGA-based image processing to provide user guidance and automatic tools for designing and implementing complex image process- ing ...basic image operation library, and finally, high- level ...
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Parallel Processing Models For Image Processing Problems
... one processing element (processor) and an attached main- memory unit in an architecture known as the von Neumann ...a parallel computer consists of a set of at least two computing elements, all of ...
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The comparison of tardiness in scheduling techniques for task distribution using grid simulation tool
... 20. K. Cooper, A. Dasgupta, Kennedy, C. Koelbel, A. Mandal, G. Marin, M. Mazina, J.Mellor-Crummey, F. Berman, H. Casanova, A. Chien, H. Dail, X. Liu, A. Olugbile, O.Sievert, H. Xia, L. Johnsson, B. Liu, M. Patel, D. ...
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Critical Comparison of the Classification Ability of Deep Convolutional Neural Network Frameworks with Support Vector Machine Techniques in the Image Classification Process
... fast parallel neural net code for graphics cards has attempted to overcome this limitation, and has provided results that show image processing techniques can be an order of magnitude faster than the ...
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Survey on Big Data Analytics and Hadoop Tools
... a parallel programming model for writing distributed applications devised at Google for efficient processing of large amounts of data (multitier byte data-sets), on large clusters (thousands of nodes) of ...
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An Alignment Method for Noisy Parallel Corpora based on Image Processing Techniques
... Aligning Noisy Parallel Corpora across Language Groups: Word Pair Feature Matching by Dynamic Time Warping, In Proceedings of the First Conference of the Association for Machine Translat[r] ...
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Parallel Filtration Based on Principle Component Analysis and Nonlocal Image Processing
... Each of these methods has its specific pros and cons in quality of reconstructed digital images and computational cost of implemented algorithms. Omitting the computational cost analysis we note that the main problems ...
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