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FPGA-Based Configurable Systolic Architecture for Window-Based Image Processing

César Torres-Huitzil, Miguel Arias-Estrada
2005 EURASIP Journal on Advances in Signal Processing  
A fieldprogrammable-gate-array-(FPGA-) based configurable systolic architecture specially tailored for real-time window-based image operations is presented in this paper.  ...  The architecture reaches a throughput of 3.16 GOPs at a 60 MHz clock frequency and a processing time of 8.35 milliseconds for 7 × 7 generic window-based operators on 512 × 512 gray-level images.  ...  From Figure 9 , it can be shown that it is possible to achieve real-time performance for window-based image processing with very compact architectures.  ... 
doi:10.1155/asp.2005.1024 fatcat:ubpgy5vh7bfhnpywnfilbe2dna

Real-time stereo matching architecture based on 2D MRF model: a memory-efficient systolic array

Sungchan Park, Chao Chen, Hong Jeong, Sang Hyun Han
2011 EURASIP Journal on Image and Video Processing  
Our architecture records 19 times smaller memory than the global minimization technique, which is a principal step toward real-time chip implementation of the various iterative image processing algorithms  ...  Remarkable memory saving can be obtained with our memory reduction scheme, and our new architecture is a systolic array.  ...  For a real-time application with small and compact hardware, GPU-and CPU-based system is not good due to their bulky size.  ... 
doi:10.1186/1687-5281-2011-4 fatcat:m2qojiricfg7nltfhux5krqy2e

FPGA Based Acceleration for Image Processing Applications [chapter]

Griselda Saldaa-Gonzlez, Miguel Arias-Estr
2009 Image Processing  
The final section will show how to implement the hardware design based on the SoC or FPGA to accelerate image processing.  ...  Subsequently, the application of image processing for the special eye examination and a newly three-dimensional digital camera are introduced.  ...  640×480 868.51 ms 322 Gλ 2 (Torres-Huitzil, 2003) Systolic FPGA-based 7×7 Generic Window-based Image operator 640×480 9.7 ms 15 Gλ 2 (Vega- Rodriguez, 2002) Systolic FPGA-based  ... 
doi:10.5772/7067 fatcat:k25gjbmimzgb3hfztxxgkozm6q

FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis

Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza, David Valencia
2010 EURASIP Journal on Advances in Signal Processing  
real-time requirements.  ...  Experimental results reveal that the proposed hardware system is easily scalable and able to provide accurate results with compact size in (near) real-time, which make our reconfigurable system appealing  ...  a real-time response in remote sensing applications with real-time requirements.  ... 
doi:10.1155/2010/969806 fatcat:snt3et7hevhd7clk7hbuozoegi

Clusters Versus FPGA for Parallel Processing of Hyperspectral Imagery

Antonio Plaza, Chein-I Chang
2008 The international journal of high performance computing applications  
Hyperspectral imaging is a new technique in remote sensing that generates images with hundreds of spectral bands, at different wavelength channels, for the same area on the surface of the Earth.  ...  gate array (FPGA) device.  ...  architectures such as FPGAs and GPUs.  ... 
doi:10.1177/1094342007088376 fatcat:ii7o76cywvg35kfmcmw5zb5t7a

IMPLEMENTATION METHOD ON MEDICAL IMAGE COMPRESSION SYSTEM: A REVIEW

Azlan Muharam, Afandi Ahmad
2017 Jurnal Teknologi  
Medical image processing is a niche area concerned with the operations and processes of generating images of the human body for clinical purposes.  ...  Potential areas such as image acquisition, image enhancement, image compression and storage, and image based visualization also include in medical image processing analysis.  ...  Therefore, there is a real need for high-performance systems, whilst keeping architectures flexible to allow for quick upgradeability with real-time applications [19] , [20] .  ... 
doi:10.11113/jt.v79.7873 fatcat:ygxpova2xbb3zd3yweyfwgph74

A Compact CMOS Face Detection Architecture Based on Shunting Inhibitory Convolutional Neural Networks

Xiaoxiao Zhang, Amine Berm, Farid Boussaid, A. Bouzerdoum
2008 4th IEEE International Symposium on Electronic Design, Test and Applications (delta 2008)  
In this paper, we present a compact, low cost, real-time CMOS hardware architecture for face detection.  ...  Disciplines Physical Sciences and Mathematics Abstract-In this paper, we present a compact, low cost, real-time CMOS hardware architecture for face detection.  ...  The proposed hardware offers a good tradeoff between detection performance and implementation complexity. To enable a low cost real-time on-chip integration, a VLSI systolic architecture was adopted.  ... 
doi:10.1109/delta.2008.66 dblp:conf/delta/ZhangBBB08 fatcat:u74txo57nbgafe6qnmagt7xpey

High performance computing for hyperspectral image analysis: Perspective and state-of-the-art

Antonio Plaza, Qian Du, Yang-Lang Chang
2009 2009 IEEE International Geoscience and Remote Sensing Symposium  
Combined, the revision of existing techniques conducted in this paper, along with the description of performance results for a parallel hyperspectral processing chain on different architectures, delivers  ...  , and specialized hardware architectures such as field programmable gate arrays (FPGAs) and graphic processing units (GPUs).  ...  This introduces the need to process a full image cube (614 × 512) pixels with 224 bands in no more than 5 seconds to achieve real-time performance.  ... 
doi:10.1109/igarss.2009.5417729 dblp:conf/igarss/PlazaDC09 fatcat:p2y2j2lbcravrl6qia2olb6ylu

Dual Super-Systolic Core for Real-Time Reconstructive Algorithms of High-Resolution Radar/SAR Imaging Systems

Alejandro Castillo Atoche, Javier Vázquez Castillo
2012 Sensors  
A high-speed dual super-systolic core for reconstructive signal processing (SP) operations consists of a double parallel systolic array (SA) machine in which each processing element of the array is also  ...  We show how such dual SSA core, drastically reduces the computational load of complex RS regularization techniques achieving the required real-time operational mode.  ...  Thus, the processing time of the proposed dual SSA core-oriented architecture is approximately 16 times less than the corresponding processing time achievable with the conventional C++ PC-based implementation  ... 
doi:10.3390/s120302539 pmid:22736964 pmcid:PMC3376574 fatcat:rh3ohzgyabfvngoam3enitca6m

Subframe multiplexing for FPGA manufacturing test configuration

Erik Chmelar
2004 Proceeding of the 2004 ACM/SIGDA 12th international symposium on Field programmable gate arrays - FPGA '04  
This limitation can be overcome with a DBM (Decoder Based Multicontext) routing architecture which introduces a decoding stage between configuration memories and routing structures, so that the number  ...  For this work, an FPGA based ART extractor was designed and simulated for a Xilinx Virtex-E XCV300e in order to provide a speedup over software based extraction.  ...  This paper proposes a bit-level super-systolic FIR filter with a FPGA-based bit-serial semi-systolic multiplier.  ... 
doi:10.1145/968280.968315 dblp:conf/fpga/Chmelar04 fatcat:bkkwooxvszbvlfrg4b7h5svtvi

Clusters versus FPGAs for spectral mixture analysis-based lossy hyperspectral data compression

Antonio J. Plaza, Bormin Huang, Roger W. Heymann, Joan Serra-Sagrista
2008 Satellite Data Compression, Communication, and Processing IV  
Flight Center, and a hardware implementation developed on a Xilinx Virtex-II FPGA device.  ...  Analytical and experimental results are presented in the context of a real application, using hyperspectral data collected by NASA's Jet Propulsion Laboratory over the World Trade Center area in New York  ...  ACKNOWLEDGMENTS This research was supported in part by the European Commission through the Marie Curie Reseach Training Network project Hyperspectral Imaging Network (MRTN-CT-2006-035927).  ... 
doi:10.1117/12.798326 fatcat:ywwwk7afzvgajk7z6eri5l6rqy

Employing pipelined thinning architecture for real-time fingerprint verifier

P.Y. Hsiao, X.Z. Chen, C.C. Lin, C.H. Hua, C.C. Chang
2006 IEE Proceedings - Computers and digital Techniques  
With the availability of fast thinning hardware, real-time image processing applications can be achieved.  ...  Equipped with a modification unit array, a designated operating schedule, and an address generator based on systolic counter, this thinning processor is able to perform a thinning operation within 0.07  ...  The processing time for a 512 Â 512 image is about 0.07 s.  ... 
doi:10.1049/ip-cdt:20050200 fatcat:bv2xru3gwrgitne7xh6dddm7ta

Artificial neural networks in hardware: A survey of two decades of progress

Janardan Misra, Indranil Saha
2010 Neurocomputing  
Hardware neural network Neurochip Parallel neural architecture Digital neural design Analog neural design Hybrid neural design Neuromorphic system FPGA based ANN implementation CNN implementation RAM based  ...  Parallel digital implementations employing bit-slice, systolic, and SIMD architectures, implementations for associative neural memories, and RAM based implementations are also outlined.  ...  Effectiveness of the proposed architecture is tested with a prototype system using FPGA board and a host computer interacting with each other using PCI bus on a real-time visual data with a time resolution  ... 
doi:10.1016/j.neucom.2010.03.021 fatcat:regzu6sshvekzd5wxcuaiytgqu

Dynamically reconfigurable systolic array accelerators: a case study with extended Kalman filter and discrete wavelet transform algorithms

A. Sudarsanam, A. Dasu, R. Kallam, J. Carver, R. Barnes
2010 IET Computers & Digital Techniques  
There is a need to support several complex applications for navigation and image processing in a rapidly responsive on-board FPGA-based computer.  ...  This technique provided a 2.7x improvement in reconfiguration time compared to an off-chip partial reconfiguration technique that used a Flash card on the FPGA board, and a 44% improvement in BRAM usage  ...  Real time responsiveness on FPGAs translates to the ability to partially and dynamically reconfigure the device in real time.  ... 
doi:10.1049/iet-cdt.2008.0139 fatcat:crmmlzzywrcyzhgijyqd2nzfci

General-purpose systolic arrays

K.T. Johnson, A.R. Hurson, B. Shirazi
1993 Computer  
Future computationally intensive applications suited for desktop computing machines include real-time text, speech, and image processing. These applications require massive parallelism.'  ...  With advances in VLSI, WSI, and FPGA technologies, they have progressed from fixedfunction to generalpurpose architectures. hen Sun Microsystems introduced its first workstation, the company could not  ...  Future computationally intensive applications suited for desktop computing machines include real-time text, speech, and image processing. These applications require massive parallelism.'  ... 
doi:10.1109/2.241423 fatcat:5pbdb7wypbbqzk7riagtv5jsvq
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