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公开(公告)号:US11568109B2
公开(公告)日:2023-01-31
申请号:US16868265
申请日:2020-05-06
Applicant: DASSAULT SYSTEMES
Inventor: Asma Rejeb Sfar , Mariem Mezghanni , Malika Boulkenafed
IPC: G06F30/27 , G06F30/17 , G06N3/08 , G06N5/04 , G06F111/18 , G06N3/04 , G06N3/00 , G06F111/00 , G06F30/12
Abstract: A computer-implemented method of machine-learning is described that includes obtaining a dataset of virtual scenes. The dataset of virtual scenes belongs to a first domain. The method further includes obtaining a test dataset of real scenes. The test dataset belongs to a second domain. The method further includes determining a third domain. The third domain is closer to the second domain than the first domain in terms of data distributions. The method further includes learning a domain-adaptive neural network based on the third domain. The domain-adaptive neural network is a neural network configured for inference of spatially reconfigurable objects in a real scene. Such a method constitutes an improved method of machine learning with a dataset of scenes including spatially reconfigurable objects.
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公开(公告)号:US10410377B2
公开(公告)日:2019-09-10
申请号:US15702042
申请日:2017-09-12
Applicant: DASSAULT SYSTEMES
Inventor: Jean-Julien Tuffreau , Malika Boulkenafed
Abstract: The invention notably relates to a computer-implemented method for compressing data representing values of a physical attribute in a predetermined space. The method comprises providing a signal that includes a mapping from leaf cells of a hierarchical subdivision of the predetermined space each onto a respective coefficient representative of a value of the physical attribute at the respective leaf cell. The method also comprises determining a discrete wavelet transform of the signal and encoding the determined discrete wavelet transform. The method provides an improved way to compress a modeled object that represents a real object.
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公开(公告)号:US10176404B2
公开(公告)日:2019-01-08
申请号:US15370997
申请日:2016-12-06
Applicant: DASSAULT SYSTEMES
Inventor: Malika Boulkenafed , Fabrice Michel , Asma Rejeb Sfar
Abstract: The invention notably relates to a computer-implemented method for recognizing a three-dimensional modeled object from a two-dimensional image. The method comprises providing a first set of two-dimensional images rendered from three-dimensional modeled objects, each two-dimensional image of the first set being associated to a label; providing a second set of two-dimensional images not rendered from three-dimensional objects, each two-dimensional image of the second set being associated to a label; training a model on both first and second sets; providing a similarity metric; submitting a two-dimensional image depicting at least one object; and retrieving a three-dimensional object similar to the said at least one object of the two-dimensional image submitted by using the trained model and the similarity metric.
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公开(公告)号:US11087052B2
公开(公告)日:2021-08-10
申请号:US16824372
申请日:2020-03-19
Applicant: DASSAULT SYSTEMES
Inventor: Malika Boulkenafed , Philippe Robert Felix Belmans
Abstract: Described is a computer-implemented method for partitioning a 3D scene into a plurality of zones, each zone representing an area or a volume of the 3D scene and being processed by a computing resource. The method comprises obtaining a 3D scene comprising one or more objects, each object generating a computing resource cost, computing a first map that represents a density of computing costs of the provided 3D scene, defining a second map that represents constraints on the shapes of zones that will be obtained as a result of a partitioning of the 3D scene, discretizing the obtained 3D scene into cells by computing a space quantization of the 3D scene free of dynamic objects, computing, for each cell, a computing cost from the first map of the 3D scene, aggregating the cells into one or more zones in accordance with the second map.
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公开(公告)号:US10347040B2
公开(公告)日:2019-07-09
申请号:US15387189
申请日:2016-12-21
Applicant: DASSAULT SYSTEMES
Inventor: Malika Boulkenafed , Jean Julien Tuffreau
Abstract: The invention notably relates to a computer-implemented method for displaying a 3D assembly of modeled objects. The method comprises streaming from a first computer to a second computer at least one raster image of a first 3D modeled object, and rendering on the second computer the 3D assembly of modeled objects by merging a second 3D modeled object with the streamed at least one raster image.
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公开(公告)号:US20190205485A1
公开(公告)日:2019-07-04
申请号:US16234927
申请日:2018-12-28
Applicant: DASSAULT SYSTEMES
Inventor: Asma REJEB SFAR , Louis Dupont De Dinechin , Malika Boulkenafed
CPC classification number: G06T17/00 , G06T2210/04
Abstract: The disclosure notably relates to a computer-implemented method for generating a 3D model representing a building. The method comprises providing a 2D floor plan representing a layout of the building. The method also comprises determining a semantic segmentation of the 2D floor plan. The method also comprises determining the 3D model based on the semantic segmentation. Such a method provides an improved solution for processing a 2D floor plan.
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公开(公告)号:US10229228B2
公开(公告)日:2019-03-12
申请号:US14288329
申请日:2014-05-27
Applicant: Dassault Systemes
Inventor: Philippe Belmans , Malika Boulkenafed
Abstract: A computer-implemented method for simulating an assembly of fabric pieces can include providing a plurality of parallel solvers, a first solver simulating at least one first fabric piece and a second solver simulating at least one second fabric piece. The computer-implemented method can further include maintaining the first and the second fabric pieces tight by computing a common frontier by the first and second solvers.
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公开(公告)号:US09972129B2
公开(公告)日:2018-05-15
申请号:US15339676
申请日:2016-10-31
Applicant: DASSAULT SYSTEMES
Inventor: Fabrice Michel , Malika Boulkenafed
CPC classification number: G06T17/20 , G06K9/4604 , G06K9/4652 , G06K9/4671 , G06K9/52 , G06T3/20 , G06T3/40 , G06T9/00 , G06T2200/04 , G06T2207/20021
Abstract: The invention notably relates to a computer-implemented method for compressing a three-dimensional modeled object. The method comprises providing a mesh of a three-dimensional modeled object, parameterizing (u,v) the mesh on a two-dimensional plane, converting the parameterized mesh into an image I, defining a grid of cells from the image I, each cell being defined by a set of control points, computing a relevance of each cell of the grid, determining at least one cell having a relevance lower than a pre-determined threshold, resizing the at least one determined cell and computing a resulting grid, computing a transformation for each pixel of the image from the resulting grid, and applying the computed transformation to the image I.
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公开(公告)号:US12051261B2
公开(公告)日:2024-07-30
申请号:US16235930
申请日:2018-12-28
Applicant: DASSAULT SYSTEMES
Inventor: Asma Rejeb Sfar , Louis Dupont De Dinechin , Malika Boulkenafed
IPC: G06F30/13 , G06F18/214 , G06F18/2413 , G06N3/08 , G06V10/26 , G06V10/44 , G06V10/764 , G06V10/82 , G06V30/422
CPC classification number: G06V30/422 , G06F18/214 , G06F18/2413 , G06F30/13 , G06N3/08 , G06V10/267 , G06V10/454 , G06V10/764 , G06V10/82
Abstract: The disclosure notably relates to a computer-implemented method for determining a function configured to determine a semantic segmentation of a 2D floor plan representing a layout of a building. The method comprises providing a dataset comprising 2D floor plans each associated to a respective semantic segmentation. The method also comprises learning the function based on the dataset. Such a method provides an improved solution for processing a 2D floor plan.
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公开(公告)号:US11636234B2
公开(公告)日:2023-04-25
申请号:US16234927
申请日:2018-12-28
Applicant: DASSAULT SYSTEMES
Inventor: Asma Rejeb Sfar , Louis Dupont de Dinechin , Malika Boulkenafed
Abstract: The disclosure notably relates to a computer-implemented method for generating a 3D model representing a building. The method comprises providing a 2D floor plan representing a layout of the building. The method also comprises determining a semantic segmentation of the 2D floor plan. The method also comprises determining the 3D model based on the semantic segmentation. Such a method provides an improved solution for processing a 2D floor plan.
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