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02/17/2023
On the Regularising Levenberg-Marquardt Method for Blinn-Phong Photometric Stereo
Photometric stereo refers to the process to compute the 3D shape of an o...
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01/30/2023
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing
In context of laser powder bed fusion (L-PBF), it is known that the prop...
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01/30/2023
YOLO-based Object Detection in Industry 4.0 Fischertechnik Model Environment
In this paper we extensively explore the suitability of YOLO architectur...
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12/23/2021
Adaptive Neural Domain Refinement for Solving Time-Dependent Differential Equations
A classic approach for solving differential equations with neural networ...
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03/29/2021
Collocation Polynomial Neural Forms and Domain Fragmentation for Initial Value Problems
Several neural network approaches for solving differential equations emp...
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12/03/2020
Computational characteristics of feedforward neural networks for solving a stiff differential equation
Feedforward neural networks offer a promising approach for solving diffe...
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10/02/2019
Model Order Reduction for Efficient Descriptor-Based Shape Analysis
In order to investigate correspondences between 3D shapes, many methods ...
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02/16/2018
Real-Time 3D Shape of Micro-Details
Motivated by the growing demand for interactive environments, we propose...
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09/29/2017
Optimisation of photometric stereo methods by non-convex variational minimisation
Estimating shape and appearance of a three dimensional object from a giv...
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09/05/2017
Photometric stereo for strong specular highlights
Photometric stereo (PS) is a fundamental technique in computer vision kn...
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07/26/2017
Deep Interactive Region Segmentation and Captioning
With recent innovations in dense image captioning, it is now possible to...
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06/20/2017
Clustering-Based Quantisation for PDE-Based Image Compression
Finding optimal data for inpainting is a key problem in the context of p...
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10/19/2016
Fast and Accurate Surface Normal Integration on Non-Rectangular Domains
The integration of surface normals for the purpose of computing the shap...
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10/10/2016
Highly Robust Clustering of GPS Driver Data for Energy Efficient Driving Style Modelling
This paper presents a novel approach to distinguish driving styles with ...
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10/05/2015