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Frame-based Programming, Stream-Based Processing for Medical Image Processing Applications

Joost Hoozemans, Rob de Jong, Steven van der Vlugt, Jeroen Van Straten, Uttam Kumar Elango, Zaid Al-Ars
2019 Journal of Signal Processing Systems  
First, this calls for a specialized streaming memory hierarchy and accompanying software framework that transparently moves image segments between stages in the image processing pipeline.  ...  This paper presents and evaluates an approach to deploy image and video processing pipelines that are developed frame-oriented on a hardware platform that is stream-oriented, such as an FPGA.  ...  Section 3 proposes the approach of developing frame-based programs for stream-based architectures.  ... 
doi:10.1007/s11265-018-1422-3 pmid:30873259 pmcid:PMC6390719 fatcat:cmnzbsesdvhwbkqgf46bpdb4my

ViPS: Visual processing system for medical imaging

Tassadaq Hussain, Oscar Palomar, Adrian Cristal, Eduard Ayguade, Amna Haider
2015 2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)  
different image processing applications and 20.3% and 12.6% of speedup for video processing algorithms respectively.  ...  In this article, we design and propose a Visual Processing System (ViPS) that processes medical imaging applications efficiently.  ...  A major drawback of these architectures is the lack of programming models for the medical imaging applications.  ... 
doi:10.1109/bmei.2015.7401470 dblp:conf/bmei/HussainPCAH15 fatcat:hb6esi7utvhaplertzqs5v3zmi

Scalable Big Data Pipeline for Video Stream Analytics Over Commodity Hardware

2022 KSII Transactions on Internet and Information Systems  
In this paper we propose a data pipeline system that uses open-source tools such as Apache Spark, Kafka and OpenCV running over commodity hardware for video stream processing and image processing in a  ...  Experimental results show that our proposed approach eliminates the need of GPU based hardware and cloud computing infrastructure to achieve efficient video steam processing for face detection with increased  ...  [15] proposed a cloud-based medical image registration architecture that uses Spark dis-tributed architecture to accelerate medical image processing algorithms.  ... 
doi:10.3837/tiis.2022.04.004 fatcat:bxnrigqszzfozlbbqqhsqrcqry

A High-Performance System Architecture for Medical Imaging [chapter]

Tassadaq Hussain, Amna Haider, Muhammad Shafique, Abdelmalik Taleb-Ahmed
2019 Medical Imaging and Image-Guided Interventions  
The system is easy to program and gives high performance to different medical imaging applications.  ...  In this chapter, we proposed a medical imaging-based high-performance hardware architecture and software programming toolkit called high-performance medical imaging system (HPMIS).  ...  [7] introduced Medical Imaging Interaction Toolkit (MITK) that assists to program medical image-based clinical software.  ... 
doi:10.5772/intechopen.83581 fatcat:khkr26qoqjg4zm7hnzjrldtbgq

Hardware Acceleration of Image and Video Processing on Xilinx Zynq Platform

Praveenkumar Babu, Eswaran Parthasarathy
2021 Intelligent Automation and Soft Computing  
Advancements in image and video processing are growing over the years for industrial robots, autonomous vehicles, indexing databases, surveillance, medical imaging and computer-human interaction applications  ...  In this paper, the hardware acceleration of different filter algorithms for both image and video processing is implemented on Xilinx Zynq ® -7000 System on-Chip (SoC) device.  ...  The design is applicable for both image and video processing as each pixel's information is streamed successively.  ... 
doi:10.32604/iasc.2021.018903 fatcat:dupel2mh25grblblhveat3znxa

Embedded Real Time Video Monitoring System using Arm

Kavitha Mamindla
2013 IOSR Journal of Engineering  
In this paper, Embedded Real-time video monitoring system based on ARM is designed, in which the embedded chip and the programming techniques are adopted.  ...  And it has a perfect application prospects with real-time monitor.  ...  These features make the devices particularly suitable for automotive and industrial control applications as well as medical systems.  ... 
doi:10.9790/3021-03761418 fatcat:rrshbnf2lnal5o5ifbo452onem

Evaluation of Multimedia Applications in a Cluster-Oriented Environment

Paweł Czarnul, Tomasz Dziubich, Henryk Krawczyk
2012 Metrology and Measurement Systems  
First, the process of designing service-based applications is described.  ...  One of recent trends is modern design of web-applications based on SOA.  ...  Traditionally, development of high-performance applications requires knowledge and experience of low-level solutions such as parallel MPI-based programming for image recognition, processing of multimedia  ... 
doi:10.2478/v10178-012-0016-9 fatcat:6wnz62h2pjdmpokikzaclsbhp4

An optimized web-based approach for collaborative stereoscopic medical visualization

M. Kaspar, N. M. Parsad, J. C. Silverstein
2013 JAMIA Journal of the American Medical Informatics Association  
Funding MK was supported in part by a fellowship within the PhD Program of the German Academic Exchange Service (DAAD).  ...  Contributors All three authors have made substantial contributions to each of: conception and design, acquisition of data, analysis and interpretation of data, drafting and revising the article critically for  ...  The image distribution chain uses a visualization input channel to capture and process images from a base visualization application.  ... 
doi:10.1136/amiajnl-2012-001057 pmid:23048008 pmcid:PMC3628048 fatcat:ds4yd36e7bf5heskqyfzv3moue

Real-time stereographic rendering and display of medical images with programmable GPUs

Xiao Hui Wang, Walter F. Good
2008 Computerized Medical Imaging and Graphics  
The performance of rendering and displaying was measured and compared between GPU-based and CPU (central processing unit)-based programming.  ...  The study was to explore the power and feasibility of using programmable graphics processing units (GPUs) for real-time rendering and displaying large 3-D medical datasets for stereoscopic display workstation  ...  based on differential geometry and human perception to the problem of image segmentation.  ... 
doi:10.1016/j.compmedimag.2007.10.002 pmid:18061402 pmcid:PMC2269708 fatcat:dyxx4ffv2neftpclv4qpfsisze

Real-time Service-based Stream-processing of High-resolution Videos

Florian T. Wagner, Jürgen Döllner, Matthias Trapp
2020 Journal of WSCG  
It presents a concept for integrating black-box image and video processing operations into a streaming framework.  ...  This paper reports on a service-based approach to enable real-time stream-processing of high-resolution videos.  ...  ACKNOWLEDGMENTS We would like to thank the anonymous reviewers for their valuable feedback.  ... 
doi:10.24132/jwscg.2020.28.15 fatcat:5jqy7tzigfdsfdlz7agd766bgy

A Soft Coprocessor Approach for Developing Image and Video Processing Applications on FPGAs

Tiantai Deng, Danny Crookes, Roger Woods, Fahad Siddiqui
2022 Journal of Imaging  
This paper describes an approach which aims to further raise the level at which an application developer works in developing FPGA-based implementations of image and video processing applications.  ...  The starting concept is a system of streamed soft coprocessors. We present a set of soft coprocessors which implement some of the key abstractions of Image Algebra.  ...  Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Data Availability Statement: Not applicable.  ... 
doi:10.3390/jimaging8020042 pmid:35200744 pmcid:PMC8880448 fatcat:e2mlc24s5vbetejv3z6kxlubqy

Medical QoS provision based on reinforcement learning in ultrasound streaming over 3.5G wireless systems

Robert Istepanian, Nada Philip, Maria Martini
2009 IEEE Journal on Selected Areas in Communications  
Based on this concept, we propose a novel multiobjective rate-control mechanism for the optimized delivery of diagnostically acceptable ultrasound video images over 3.5G wireless networks.  ...  In this paper, we focus on the concept of medical Quality of Service (m-QoS) applied to a typical bandwidth demanding m-health application.  ...  Max Gasparroni, for the support to this work. Also our appreciation goes to Dr. N. Amso from Cardiff University/ medical school and Dr.  ... 
doi:10.1109/jsac.2009.090517 fatcat:f2u2xqdg7vd67apnhmcup5hzra

Fast FPGA Prototyping based Real-Time Image and Video Processing with High-Level Synthesis

Refka Ghodhbani, Layla Horrigue, Taoufik Saidani, Mohamed Atri
2020 International Journal of Advanced Computer Science and Applications  
It uses a Model-Based Design workflow based on HDL Coder (MBD), Vision HDL Toolbox, Simulink and MATLAB for the purpose of accelerating the design of image and video solution.  ...  Programming in high abstraction level is known by its benefits. It can facilitate the development of digital image and video processing systems.  ...  Now, As opposed to the low-level design approach, Model Based design for FPGA are one of the methods that are based of high-level modeling for image and video processing applications on a very higher level  ... 
doi:10.14569/ijacsa.2020.0110215 fatcat:zpue6cwfanbsbnuxgpx6pbwnsm

Interactive Algorithms in Complex Image Processing Systems Based on Big Data

Yuanjin Xu, Xiaojun Liu
2020 Complexity  
Using a computer for image processing, complicated programming is unavoidable. Therefore, it is necessary to optimize the interactive algorithms for image processing.  ...  In this paper, the content of image processing experiment is screened and integrated, and an image processing experiment system based on Matlab GUI platform is established for different levels of image  ...  His framework has been integrated and tested on medical imaging applications.  ... 
doi:10.1155/2020/5929584 fatcat:de45mesfljc7lmdkrug7l3ayxy

Design of ITLMS In-transit Logistics Monitoring System

Yao Zhong-min, Si Hong-yan, Lu Yanyang
2015 International Journal of u- and e- Service, Science and Technology  
process and be served as the evidence for the responsibility distinguishing in the event of goods damage.  ...  technology and computer processing technology ,the whole process of logistics vehicle cargo transportation and unloading monitoring and recording, to prevent loss of cargo, supervise the behavior of employees  ...  Decoding is the reverse process of encoding, that is the frames of the video stream decompression, not repeats them here.  ... 
doi:10.14257/ijunesst.2015.8.12.13 fatcat:eq62tjihvjcolgr3zzztkfaleu
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