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Time-based roofline for deep learning performance analysis
Deep learning applications based on neural networks are generating considerable interest
in various fields due to their high accuracy. Such an application is usually very compute …
in various fields due to their high accuracy. Such an application is usually very compute …
A texture superpixel approach to semantic material classification for acoustic geometry tagging
The current state of audio rendering algorithms allows efficient sound propagation, reflecting
realistic acoustic properties of real environments. Among factors affecting realism of acoustic …
realistic acoustic properties of real environments. Among factors affecting realism of acoustic …
Exploring the Impact of Synthetic Data Generation on Texture-based Image Classification Tasks
In this study, we introduce a novel pipeline for synthetic data generation of textured surfaces,
motivated by the limitations of conventional methods such as Generative Adversarial …
motivated by the limitations of conventional methods such as Generative Adversarial …
[PDF][PDF] Exploring the Impact of Synthetic Data Generation on Texture-based Image Classification Tasks
N Pelechano, F Liarokapis, D Rohmer, A Asadipour - 2023 - diglib.eg.org
In this study, we introduce a novel pipeline for synthetic data generation of textured surfaces,
motivated by the limitations of conventional methods such as Generative Adversarial …
motivated by the limitations of conventional methods such as Generative Adversarial …
Synthetic Data Generation for Textured Surfaces: Development and Evaluation of a Novel Pipeline
B Yordanov, C Harvey, I Williams, C Ashley… - Available at SSRN … - papers.ssrn.com
This research presents a newly developed pipeline for generating synthetic data for textured
surfaces. It was created to address the shortcomings observed in prevalent techniques such …
surfaces. It was created to address the shortcomings observed in prevalent techniques such …
[PDF][PDF] Comparison of the color values prediction by a matrix method and a well-known software for a digital color management process
A condition that must be satisfied for digital printers in a color management system is
converting device-dependent color values into device-independent color values by a …
converting device-dependent color values into device-independent color values by a …
Perceptually-Informed No-Reference Image Harmonisation
Many image synthesis tasks, such as image compositing, rely on the process of image
harmonisation. The goal of harmonisation is to create a plausible combination of component …
harmonisation. The goal of harmonisation is to create a plausible combination of component …
Towards Unsupervised Image Harmonisation
The field of image synthesis intrinsically relies on the process of image compositing. This
process can be automatic or manual, and depends upon artistic intent. Compositing can …
process can be automatic or manual, and depends upon artistic intent. Compositing can …