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2023 International Conference on Evolutionary algorithms and Soft Computing Techniques, EASCT 2023

作者： Zhang, Chulei Changchun Humanities and Sciences College Jilin Changchun China

ISBN: (纸本)9798350313413

In a sense, animation is considered a comprehensive art form that combines various genres such as painting, film, photography, and music. The image frame by frame is a component of animation, and the colors in the image give the image more vitality and expressiveness. Therefore, this article would study the PS correction of animation image colors, and the proposed method is to use the morphing algorithm. This article also conducted an experimental comparison, in which some images with predetermined feature coordinates were selected and feature extraction and localization were performed on a regular feature analysis system in the control group and an analysis system assisted by the morphing algorithm in the experimental group. After the two groups completed their work, their respective positioning coordinates were compared with the actual coordinates of the features, and the positioning deviation rate of the two groups was observed. The final experimental result showed that the deviation rate of the control group was 0.58%, while the deviation rate of the experimental group was 0.14%. It can be seen that the deviation rate of the experimental group is significantly lower than that of the control group. Therefore, based on the experimental results, this study found that the morphing algorithm can extract and locate image features very accurately, and also has sufficient image analysis and color correction capabilities. © 2023 IEEE.

关键词： animated images animated single frame images color brightness compensation morphing algorithm PS correction

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Unveiling interactions between intervertebral disc morphologies and mechanical behavior through personalized finite element modeling

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FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY 2024年 12卷 1384599页

作者： Munoz-Moya, Estefano Rasouligandomani, Morteza Ruiz Wills, Carlos Chemorion, Francis Kiptengwer Piella, Gemma Noailly, Jerome Univ Pompeu Fabra Dept Engn BCN MedTech Barcelona Spain InSilicoTrials Technol Dept Informat Technol Trieste Italy

Introduction: Intervertebral Disc (IVD) Degeneration (IDD) is a significant health concern, potentially influenced by mechanotransduction. However, the relationship between the IVD phenotypes and mechanical behavior has not been thoroughly explored in local morphologies where IDD originates. This work unveils the interplays among morphological and mechanical features potentially relevant to IDD through Abaqus UMAT ***: A groundbreaking automated method is introduced to transform a calibrated, structured IVD finite element (FE) model into 169 patient-personalized (PP) models through a mesh morphing process. Our approach accurately replicates the real shapes of the patient's Annulus Fibrosus (AF) and Nucleus Pulposus (NP) while maintaining the same topology for all models. Using segmented magnetic resonance images from the former project MySpine, 169 models with structured hexahedral meshes were created employing the Bayesian Coherent Point Drift++ technique, generating a unique cohort of PP FE models under the Disc4All initiative. Machine learning methods, including Linear Regression, Support Vector Regression, and eXtreme Gradient Boosting Regression, were used to explore correlations between IVD morphology and ***: We achieved PP models with AF and NP similarity scores of 92.06\% and 92.10\% compared to the segmented images. The models maintained good quality and integrity of the mesh. The cartilage endplate (CEP) shape was represented at the IVD-vertebra interfaces, ensuring personalized meshes. Validation of the constitutive model against literature data showed a minor relative error of 5.20%.Discussion: Analysis revealed the influential impact of local morphologies on indirect mechanotransduction responses, highlighting the roles of heights, sagittal areas, and volumes. While the maximum principal stress was influenced by morphologies such as heights, the disc's ellipticity influenced the minimum principal stress. Results suggest th

关键词： patient-specific intervertebral disc morphing algorithm finite element method machine learning model repository patient-personalized morphological analysis

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Climate change: Projections and implications to building energy use

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建筑模拟（英文版） 2019年第4期12卷 585-596页

作者： Zhiqiang (John) Zhai Jacob Michael Helman Department of Civil Environmental and Architectural Engineering University of Colorado at Boulder BoulderCO80309USA

Changes in climate have significant impacts on built environment. Many of the potential effects of climate change on the building sector are not well known. Previous studies have used a small number of climate projection models and scenarios, with the majority only using one or two models with multiple scenarios. This study identified and analyzed twenty-three climate models with one or more scenario for each model for total of fifty-six model scenarios. Future hourly weather data between 2011 and 2099 was generated with the morphing algorithm for seven climate zones in the US. Using cooling degree day (CDD) and heating degree day (HDD) as energy impact indicators, the study revealed that different climate models (even within the same RCP scenario) yield largely different results for building energy implications. To simplify application, four reference climate models were selected to represent the full range of the fifty-six model outputs, whose accuracy was validated using historical data. The study explored the impacts of climate changes on energy use of five typical US building types in Ann Arbor, MI, as a demonstration, which presented a general trend of site energy decrease and source energy increase for this location. The research further examined the influences of humidity and found that dry bulb temperature dominates the changes in building energy consumption and relative humidity only has a relatively larger impact on extreme cases in cooling dominated climates.

关键词： climate change projection validation building energy use morphing algorithm

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Speech Driven Lips Animation for the Farsi Language

Speech Driven Lips Animation for the Farsi Language

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International Symposium on Artificial Intelligence and Signal Processing (AISP)

作者： Naraghi, Zeinab Jamzad, Mansour Sharif Univ Technol Dept Comp Engn Tehran Iran

ISBN: (纸本)9781479988181

With the growing presence of computers in everyday life, communication improvement between human and machines is inevitable. Talking faces are the faces whose movements are synchronized to speech. They have an effective role in many applications. Lip is the most important part of a talking face. The main goal of this project is implementing a natural and human-like lip movement synthesis system for the Farsi language. For this purpose, a comprehensive audio visual database called SFAVD1 was designed and used. After extracting the sufficient features and designing a parallel Hidden Markov Model, the speech driven lip movement sequence generator system for Farsi input speech was implemented. To remove discontinuities between lip frames produced by the system, a morphing algorithm was used. The proposed system is unique for Farsi, and the evaluations have shown its acceptable quality.

关键词： Lips animation Speech Hidden Markov Model lip movement synthesis Farsi language morphing algorithm

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Low/distortion on Exterior Surface of Auto Body and Its Correction Method

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Chinese Journal of Mechanical Engineering 2012年第2期25卷 299-305页

作者： HU Ping BAO Jingru ZHAO Kunmin School of Automotive Engineering Dalian University of TechnologyDalian 116024China

Surface low/distortion is one of the most challenging surface deflections that have a great effect on the exterior appearance of *** studies on surface distortion/deflection have focused on evaluation and visualization techniques,the research work on correction or prevention of surface low/distortion is limited,and there is no perfect surface low/distortion corrective method that can satisfy the needs of the engineering.A B-spline based geometry morphing algorithm is proposed and then a new program based on UG-NX platform is developed to modify the die face in the surface low/distortion *** verify this developed system,the experimental dies that can replicate the surface low/distortion phenomenon successfully is put to *** geometric variables are introduced to describe the basic geometry of typical depression features of automotive outer *** experimental dies are then designed to reflect various combinations of these geometric *** stamping experiments are conducted on cold rolled grade 5（CR5） sheet steel and various static measurements,such as oil-stoning,laser scanner,etc,are performed to measure and record the surface low/*** approaches including good bearing,holds in blank and die face morphing that aim to correct low/distortions are tried out and surface low/distortions are observed in the specimen with reverse draw depth of 10 *** measurement results show that die morphing is a practical and effective method to correct the surface low/*** correction method proposed can be used to minimize the occurrence of surface low/distortion in die manufacturing,which has certain reference significance to the correction of surface low/distortion.

关键词： sheet metal forming surface low/distortion surface deflection corrective method morphing algorithm

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Parametric quadrilateral meshes for the design and optimization of superconducting magnets

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IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY 2002年第1期12卷 1404-1407页

作者： Aleksa, M Russenschuck, S Völlinger, C CERN CH-1211 Geneva 23 Switzerland

The program package ROXIE has been developed at CERN for the design and optimization of accelerator magnets. The necessity of extremely uniform fields in the superconducting accelerator magnets for LHC requires very accurate methods of field computation. For this purpose the coupled boundary-element/finite-element technique (BEM-FEM) is used. Quadrilateral higher order finite-element meshes are generated for the discretization of the iron domain (yoke) and stainless steel collars. A new mesh generator using geometrically optimized domain decomposition which was developed at the University of Stuttgart, Germany has been implemented into the ROXIE program providing fully automatic and user friendly mesh generation. The structure of the magnet cross-section can be modeled using parametric objects such as holes of different forms, elliptic, parabolic or hyperbolic arcs, notches, slots,.... For sensitivity analysis and parametric studies, point based morphing algorithms are applied to guarantee smooth adaptation of the mesh to geometry changes. For modeling three-dimensional iron structures, the 2-D meshes can be extruded into the third dimension. This paper discusses the use of the mesh generator with examples of the computation of the LHC dipoles.

关键词： mesh extrusion mesh generator morphing algorithm quadrilateral finite elements

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Parametric quadrilateral meshes for the design and optimization of superconducting magnets

Parametric quadrilateral meshes for the design and optimizat...

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17th International Conference on Magnet Technology

作者： Aleksa, M Russenschuck, S Völlinger, C CERN CH-1211 Geneva 23 Switzerland

关键词： mesh extrusion mesh generator morphing algorithm quadrilateral finite elements

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