Design and Architecture for Signal and Image Processing
16th International Workshop, DASIP 2023, Toulouse, France, January 16–18, 2023, Proceedings
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Article
Open AccessPerformance analysis of optimized versatile video coding software decoders on embedded platforms
In recent years, the global demand for high-resolution videos and the emergence of new multimedia applications have created the need for a new video coding standard. Therefore, in July 2020, the versatile vide...
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Article
Open AccessGPU-based parallelisation of a versatile video coding adaptive loop filter in resource-constrained heterogeneous embedded platform
This paper presents a GPU-based parallelisation of an optimised versatile video decoder (VVC) adaptive loop filter (ALF) filter on a resource-constrained heterogeneous platform. The GPU has been comprehensivel...
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Chapter and Conference Paper
Brain Blood Vessel Segmentation in Hyperspectral Images Through Linear Operators
Tissue classification tasks that rely on multidimensional data, such as spectral information, sometimes face issues related to the nature of their own characteristics when different biological components share...
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Chapter and Conference Paper
Deep Recurrent Neural Network Performing Spectral Recurrence on Hyperspectral Images for Brain Tissue Classification
Hyperspectral imaging approaches have proven its effectiveness in the medical field for characterizing brain tissues. Furthermore, these techniques in conjunction with machine learning (ML) algorithms has show...
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Book and Conference Proceedings
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Chapter and Conference Paper
Data-Type Assessment for Real-Time Hyperspectral Classification in Medical Imaging
Real-time constraints in image processing applications often force their optimization using hardware accelerators. This is the case for intraoperative medical images used during surgical procedures. In this co...
