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Frame-based Programming, Stream-Based Processing for Medical Image Processing Applications
2019
Journal of Signal Processing Systems
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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
2015
2015 8th International Conference on Biomedical Engineering and Informatics (BMEI)
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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
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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]
2019
Medical Imaging and Image-Guided Interventions
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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
2021
Intelligent Automation and Soft Computing
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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
2013
IOSR Journal of Engineering
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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
2012
Metrology and Measurement Systems
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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
2013
JAMIA Journal of the American Medical Informatics Association
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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
2008
Computerized Medical Imaging and Graphics
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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
2020
Journal of WSCG
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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
2022
Journal of Imaging
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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
2009
IEEE Journal on Selected Areas in Communications
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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
2020
International Journal of Advanced Computer Science and Applications
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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
2020
Complexity
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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
2015
International Journal of u- and e- Service, Science and Technology
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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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