A survey of CPU-GPU heterogeneous computing techniques

S Mittal, JS Vetter - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
As both CPUs and GPUs become employed in a wide range of applications, it has been
acknowledged that both of these Processing Units (PUs) have their unique features and …

[HTML][HTML] Detection of lumbar spondylolisthesis from X-ray images using deep learning network

GM Trinh, HC Shao, KLC Hsieh, CY Lee… - Journal of Clinical …, 2022 - mdpi.com
Spondylolisthesis refers to the displacement of a vertebral body relative to the vertrabra
below it, which can cause radicular symptoms, back pain or leg pain. It usually occurs in the …

Vertebra identification using template matching modelmp and -means clustering

MA Larhmam, M Benjelloun, S Mahmoudi - International journal of …, 2014 - Springer
Purpose Accurate vertebra detection and segmentation are essential steps for automating
the diagnosis of spinal disorders. This study is dedicated to vertebra alignment …

A multi-resolution FPGA-based architecture for real-time edge and corner detection

PR Possa, SA Mahmoudi, N Harb… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
This work presents a new flexible parameterizable architecture for image and video
processing with reduced latency and memory requirements, supporting a variable input …

Multitask deep learning for segmentation and lumbosacral spine inspection

HY Lin, HW Liu - IEEE Transactions on Instrumentation and …, 2022 - ieeexplore.ieee.org
Multitask learning (MTL) has achieved notable progress in many medical applications. In
this article, we propose a multitask neural network, MRNet, for segmentation and spinal …

LPAQR-Net: efficient vertebra segmentation from biplanar whole-spine radiographs

L Zhang, L Shi, JCY Cheng… - IEEE journal of …, 2021 - ieeexplore.ieee.org
Vertebra segmentation from biplanar whole-spine radiographs is highly demanded in the
quantitative assessment of scoliosis and the resultant sagittal deformities. However …

[PDF][PDF] Real-time motion tracking using optical flow on multiple GPUs

SA Mahmoudi, M Kierzynka… - Bulletin of the Polish …, 2014 - bibliotekanauki.pl
Motion tracking algorithms are widely used in computer vision related research. However,
the new video standards, especially those in high resolutions, cause that current …

Fully automatic vertebra detection in x-ray images based on multi-class SVM

F Lecron, M Benjelloun… - Medical Imaging 2012 …, 2012 - spiedigitallibrary.org
Automatically detecting vertebral bodies in X-Ray images is a very complex task, especially
because of the noise and the low contrast resulting in that kind of medical imagery modality …

Cloud architecture for plant phenoty** research

O Debauche, SA Mahmoudi, N De Cock… - Concurrency and …, 2020 - Wiley Online Library
Digital phenoty** is an emergent science mainly based on imagery techniques. The
tremendous amount of data generated needs important cloud computing for their …

Semi-automatic detection of cervical vertebrae in X-ray images using generalized Hough transform

MA Larhmam, S Mahmoudi… - 2012 3rd International …, 2012 - ieeexplore.ieee.org
Vertebra detection presents the first step of any automatic spinal column diagnosis. This task
becomes more difficult in the case of the cervical X-ray images characterized by their low …