2017
DOI: 10.1002/cpe.4372
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Towards a smart selection of resources in the cloud for low‐energy multimedia processing

Abstract: Summary Nowadays, image and video processing applications have become widely used in many domains related to computer vision. Indeed, they can come from cameras, smartphones, social networks, or from medical devices. Generally, these images and videos are used for illustrating people or objects (cars, trains, planes, etc) in many situations such as airports, train stations, public areas, sport events, and hospitals. Thus, image and video processing algorithms have got increasing importance, they are required f… Show more

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Cited by 14 publications
(6 citation statements)
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“…We also plan to use the segmented tumor method as a part of an end-to-end breast cancer response to chemotherapy prediction system [36][37][38]. On the other hand, we plan to deploy the proposed model to a web-based service to provide a prospective validation [39,40]. To get users' evaluation and validation, we plan also to explore and concept a cloud resource, to make our model available to a broader community.…”
Section: Discussionmentioning
confidence: 99%
“…We also plan to use the segmented tumor method as a part of an end-to-end breast cancer response to chemotherapy prediction system [36][37][38]. On the other hand, we plan to deploy the proposed model to a web-based service to provide a prospective validation [39,40]. To get users' evaluation and validation, we plan also to explore and concept a cloud resource, to make our model available to a broader community.…”
Section: Discussionmentioning
confidence: 99%
“…As future work, we plan to exploit GPU Tegra Mobile Processors that offers high computation power thanks to the exploitation of GPU processors in parallel [14] [15]. In addition to the high performance, the parallel implementations would offer lower power consumption [16] as result of the fast treatment.…”
Section: E Multi Sources Of Datamentioning
confidence: 99%
“…CUDA is so used in the field of image and video processing. [46][47][48] • OpenCL:OpenCL (Open Computing Language) presents the free standard for parallel programming that can be executed on diverse processors such as CPUs, ATI, or NVIDIA GPUs. OpenCL is also used for several image and video processing applications.…”
Section: Multi-user Exploitationmentioning
confidence: 99%