PDE-based geometric modelling, image processing, and shape reconstruction

Livrables

PDE modelling techniques

PDE-based geometric modelling techniques

First progress report

The first project progress report will be submitted to European Commission in Month 12.

IDF's WP1 report

IDF’s report of using new PDE-based modelling

PDE technical report

Technical report for PDE-based geometric modelling.

WP3 Technical report 1

Technical report for surface reconstruction using PDE-based geometric modelling methods and object/scene reconstruction using PDE-based image processing

IDF's WP2 report

IDFs report of using new image processing technologies

Second progress report

The second project progress report will be submitted to European Commission in Month 36

Project website

The project website is created in Month 1.

Third Progress report

The third project progress report will be submitted to European Commission in Month 48

PDE-based reconstruction techniques

PDEbased surface reconstruction and objectscene reconstruction techniques M32 M35

WP2 technical report and user guide

Technical report and user guide for Variational models for depth estimation from images and surface construction from point clouds.

WP3 Technical report 2

Technical report describing the areas of application of PDEbased shape reconstruction

PDE mathematical models

Mathematical models for different continuities (M6) and the algorithms for constructing 3- and 4-sided PDE patches (M11)

IDF's WP3 report

IDFs report of using new shape reconstruction

Two variational models

Variational model for depth estimation from images (M6) and Variational model for surface construction from point clouds (M14)

Research papers and workshop proceedings

50 high quality research papers and 3 workshop proceedings M12M15M24M36M48

Mid-term meeting

A mid-term meeting will be held in Month 18.

Publications

Interactive PDE patch-based surface modeling from vertex-frames

Auteurs: Shuangbu Wang, Yu Xia, Lihua You, Hassan Ugail, Alfonso Carriazo, Andres Iglesias & Jianjun Zhang
Publié dans: Engineering with Computers, 2022, Page(s) 1-19, ISSN 1435-5663
Éditeur: Springer
DOI: 10.1007/s00366-022-01602-z

Force-Based Evolutionary Computation Approach for Automatic Skeletal Motion Learning in Human Animation

Auteurs: Francisco Calatayud, Luis De La Vega-Hazas, Andrés Iglesias
Publié dans: 2018 International Conference on Cyberworlds (CW), 2018, ISBN 978-1-5386-7315-7
Éditeur: IEEE
DOI: 10.1109/cw.2018.00052

Improved Cuckoo Search with Luus-Jakoola Heuristics for the IFS Inverse Problem of Binary Self-Similar Fractal Images

Auteurs: Akemi Gálvez, Andrés Iglesias
Publié dans: 14th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2018, Page(s) 495-506
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-319-92007-8_42

Swarm Intelligence Approach for Rational Global Approximation of Characteristic Curves for the Van der Waals Equation of State

Auteurs: Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Publié dans: Computational Science -- ICCS 2020, 2020, Page(s) 604-616, ISBN 978-3-030-50426-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_45

Applying Firefly Algorithm to Data Fitting for the Van der Waals Equation of State with Bézier Curves

Auteurs: Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Publié dans: 2019, ISBN 978-1-7281-2297-7
Éditeur: 2019 International Conference on Cyberworlds (CW)
DOI: 10.1109/cw.2019.00042

An Introductory Review to Surface Reconstruction

Auteurs: Chee Yew Tung, Roselina Sallehuddin, Habibollah Haron and Aleksandr Malyshev
Publié dans: IOP Conference Series: Materials Science and Engineering, 2020
Éditeur: iopscience
DOI: 10.1088/1757-899x/864/1/012052

Visualization of Numerical Association Rules by Hill Slopes

Auteurs: Iztok Fister Jr., Dušan Fister, Andres Iglesias, Akemi Galvez, Eneko Osaba, Javier Del Ser, Iztok Fister
Publié dans: Intelligent Data Engineering and Automated Learning -- IDEAL 2020, 2020, Page(s) 101-111, ISBN 978-3-030-62362-3
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-62362-3_10

Parametric learning of associative functional networks through a modified memetic self-adaptive firefly algorithm

Auteurs: Gálvez, A., Iglesias, A., Osaba, E., Del Ser, J.
Publié dans: Lecture Notes in Computer Science, Numéro 12141, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-50426-7_42

Depth Map Estimation with Consistent Normals from Stereo Images

Auteurs: Malyshev, A.
Publié dans: Lecture Notes in Computer Science, Numéro 12141, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-50426-7_41

Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics

Auteurs: Eneko Osaba, Miren Nekane Bilbao, Andres Iglesias, Javier Del Ser, Akemi Galvez, Iztok Fister Jr., Iztok Fister
Publié dans: Computational Science -- ICCS 2019, 2019, Page(s) 367-380, ISBN 978-3-030-22744-9
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-22744-9_29

Cuckoo Search Algorithm with Lévy Flights for Surface Reconstruction from Point Clouds with Applications to Reverse Engineering

Auteurs: A. Galvez, I. Fister, S. Deb, I. Fister Jr, A. Iglesias
Publié dans: Proceedings of the 2023 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Numéro 7, 2023
Éditeur: Association for Computing Machinery
DOI: 10.1145/3596947.3596970

Bat Algorithm for Kernel Computation in Fractal Image Reconstruction

Auteurs: Gálvez, A., Osaba, E., Del Ser, J., Iglesias, A.
Publié dans: Lecture Notes in Computer Science, Numéro 11538, 2019
Éditeur: Springer
DOI: 10.1007/978-3-030-22744-9_30

Dual Formulation of the TV-Stokes Denoising Model for Multidimensional Vectorial Images

Auteurs: Malyshev, A.
Publié dans: Lecture Notes in Computer Science, Numéro 12141, 2020
Éditeur: Springer
DOI: 10.1007/978-3-030-50426-7_43

PDE-Based 3D Surface Reconstruction from Multi-View 2D Images

Auteurs: Zhu, Zaiping and Iglesias, Andres and Zhou, Liqi and You, Lihua and Zhang, Jianjun
Publié dans: Mathematics, 2022, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math10040542

Visual cost of energy facilities: A comprehensive model and case study of offshore wind farms

Auteurs: César Oteroa, Joaquín Lópeza, Andrés Díaz, Cristina Manchadoa, Valentin Gomez-Jaureguia, Andrés Iglesias, Akemi Gálvezc
Publié dans: Landscape and Urban Planning, Numéro 220, 2022, ISSN 0169-2046
Éditeur: Elsevier BV
DOI: 10.1016/j.landurbplan.2021.104314

On Selection of a Benchmark by Determining the Algorithms’ Qualities

Auteurs: Iztok Fister; Janez Brest; Andres Iglesias; Akemi Galvez; Suash Deb; Iztok Fister
Publié dans: IEEE Access, Numéro 1, 2021, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3058285

Melanoma Classification from Dermoscopy Images Using Ensemble of Convolutional Neural Networks

Auteurs: Raza, Rehan and Zulfiqar, Fatima and Tariq, Shehroz and Anwar, Gull Bano and Sargano, Allah Bux and Habib, Zulfiqar
Publié dans: Mathematics, 2022, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math10010026

Digital Video Tampering Detection and Localization: Review, Representations, Challenges and Algorithm

Auteurs: Akhtar, Naheed and Saddique, Mubbashar and Asghar, Khurshid and Bajwa, Usama Ijaz and Hussain, Muhammad and Habib, Zulfiqar
Publié dans: Mathematics, Numéro 168, 2022, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math10020168

Deep Red Lesion Classification for Early Screening of Diabetic Retinopathy

Auteurs: Muhammad Nadeem Ashraf, Muhammad Hussain, Zulfiqar Habib
Publié dans: Mathematics, Numéro 686, 2022, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math10050686

Optimized Unidirectional and Bidirectional Stiffened Objects for Minimum Material Consumption of 3D Printing

Auteurs: Anzong Zheng; Zaiping Zhu; Shaojun Bian; Jian Chang; Habibollah Haron; Andrés Iglesias; Lihua You; Jianjun Zhang
Publié dans: Mathematics, Numéro 2, 2021, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math9212835

Fast character modeling with sketch-based PDE surfaces

Auteurs: Lihua You, Xiaosong Yang, Junjun Pan, Tong-Yee Lee, Shaojun Bian, Kun Qian, Zulfiqar Habib, Allah Bux Sargano, Ismail Kazmi & Jian J. Zhang
Publié dans: Multimedia Tools and Applications, 2019, ISSN 1573-7721
Éditeur: Springer
DOI: 10.1007/s11042-020-09060-9

New Perspectives in the Development of the Artificial Sport Trainer

Auteurs: Fister, Iztok, Jr., Sancho Salcedo-Sanz, Andrés Iglesias, Dušan Fister, Akemi Gálvez, and Iztok Fister.
Publié dans: Computational Intelligence and Data Mining in Sports 2021, Numéro 11, 2021, ISSN 2076-3417
Éditeur: Applied Sciences
DOI: 10.3390/app112311452

3D Modelling with C2 Continuous PDE Surface Patches

Auteurs: Fu, Haibin and Bian, Shaojun and Li, Ouwen and Macey, Jon and Iglesias, Andres and Chaudhry, Ehtzaz and You, Lihua and Zhang, Jian Jun
Publié dans: Mathematics, 2022, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math10030319

IFS-Based Image Reconstruction of Binary Images with Functional Networks

Auteurs: Gálvez, A.; Fister, I.; Iglesias, A.; Fister, I., Jr.; Gómez-Jauregui, V.; Manchado, C.; Otero, C.
Publié dans: Mathematics, Numéro 10(1107), 2022, ISSN 2227-7390
Éditeur: MDPI
DOI: 10.3390/math10071107

Rank-Based Ant System with Originality Reinforcement and Pheromone Smoothing

Auteurs: Pérez-Carabaza, S.; Gálvez, A.; Iglesias, A.
Publié dans: Applied Sciences, Numéro 12(11219), 2022, ISSN 2076-3417
Éditeur: MDPI
DOI: 10.3390/app122111219

PDE Surface-Represented Facial Blendshapes

Auteurs: Fu, Haibin and Bian, Shaojun and Chaudhry, Ehtzaz and Wang, Shuangbu and You, Lihua and Zhang, Jian Jun
Publié dans: Mathematics, 2021, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math9222905

Multi-objective aerodynamic optimization of high-speed train heads based on the PDE parametric modeling

Auteurs: Shuangbu Wang, Ruibin Wang, Yu Xia, Zhenye Sun, Lihua You & Jianjun Zhang
Publié dans: Structural and Multidisciplinary Optimization, 2021, Page(s) 1285–1304, ISSN 1615-1488
Éditeur: Springer
DOI: 10.1007/s00158-021-02916-0

Robust learning for real-world anomalies in surveillance videos

Auteurs: Mumtaz, A., Sargano, A.B. & Habib, Z.
Publié dans: Multimed Tools Appl, Numéro 82, 2023, Page(s) 20303–20322, ISSN 1573-7721
Éditeur: Springer
DOI: 10.1007/s11042-023-14425-x

Deep face recognition using imperfect facial data

Auteurs: Elmahmudi, Ali; Ugail, Hassan
Publié dans: Future Generation Computer Systems, Numéro 1, 2019, ISSN 0167-739X
Éditeur: Elsevier BV
DOI: 10.1016/j.future.2019.04.025

PDE-based surface reconstruction in automotive styling design

Auteurs: Shuangbu Wang, Yu Xia, Lihua You, Jianjun Zhang
Publié dans: Multimed Tools Appl, Numéro 82, 2023, ISSN 1573-7721
Éditeur: Springer
DOI: 10.1007/s11042-022-13297-x

DSTnet: Deformable Spatio-Temporal Convolutional Residual Network for Video Super-Resolution

Auteurs: Khan, Anusha and Sargano, Allah Bux and Habib, Zulfiqar
Publié dans: Mathematics, 2021, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math9222873

Automatic Generation of Dynamic Skin Deformation for Animated Characters

Auteurs: Shaojun Bian, Anzong Zheng, Ehtzaz Chaudhry, Lihua You, Jian Jun Zhang
Publié dans: Symmetry, Numéro 10/4, 2018, Page(s) 89, ISSN 2073-8994
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym10040089

The Biharmonic Eigenface

Auteurs: Ali Elmahmudi, Hassan Ugail
Publié dans: Signal, Image and Video Processing, 2019, Page(s) 1-9, ISSN 1863-1703
Éditeur: Springer Verlag
DOI: 10.1007/s11760-019-01514-4

An overview of surface reconstruction using partial differential equation (PDE)

Auteurs: M N M Othman, Y Yusoff, H Haron, L You
Publié dans: IOP Conference Series: Materials Science and Engineering, Numéro 551, 2019, Page(s) 012054, ISSN 1757-899X
Éditeur: IOP Publishing Ltd
DOI: 10.1088/1757-899x/551/1/012054

Spatial Video Forgery Detection and Localization using Texture Analysis of Consecutive Frames

Auteurs: M. SADDIQUE, K. ASGHAR, U. I. BAJWA, M. HUSSAIN, Z. HABIB
Publié dans: Advances in Electrical and Computer Engineering, Numéro 19/3, 2019, Page(s) 97-108, ISSN 1582-7445
Éditeur: University of Suceava
DOI: 10.4316/aece.2019.03012

Fully Automatic Facial Deformation Transfer

Auteurs: Shaojun Bian, Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian J. Zhang
Publié dans: Symmetry, Numéro 12/1, 2020, Page(s) 27, ISSN 2073-8994
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym12010027

Efficient C2 Continuous Surface Creation Technique Based on Ordinary Differential Equation

Auteurs: Shaojun Bian, Greg Maguire, Willem Kokke, Lihua You, Jian J. Zhang
Publié dans: Symmetry, Numéro 12/1, 2020, Page(s) 38, ISSN 2073-8994
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym12010038

Optimal NURBS conversion of PDE surface-represented high-speed train heads

Auteurs: Shuangbu Wang, Yu Xia, Ruibin Wang, Lihua You, Jianjun Zhang
Publié dans: Optimization and Engineering, Numéro 20/3, 2019, Page(s) 907-928, ISSN 1389-4420
Éditeur: Kluwer Academic Publishers
DOI: 10.1007/s11081-019-09425-6

Cuckoo Search Algorithm with Lévy Flights for Global-Support Parametric Surface Approximation in Reverse Engineering

Auteurs: Andrés Iglesias, Akemi Gálvez, Patricia Suárez, Mikio Shinya, Norimasa Yoshida, César Otero, Cristina Manchado, Valentin Gomez-Jauregui
Publié dans: Symmetry, Numéro 10/3, 2018, Page(s) 58, ISSN 2073-8994
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym10030058

Classification of Authentic and Tampered Video Using Motion Residual and Parasitic Layers

Auteurs: Mubbashar Saddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Hatim A. Aboalsamh, Zulfiqar Habib
Publié dans: IEEE Access, Numéro 8, 2020, Page(s) 56782-56797, ISSN 2169-3536
Éditeur: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.2980951

Real-time surface manipulation with C 1 continuity through simple and efficient physics-based deformations

Auteurs: Shuangbu Wang; Nan Xiang; Yu Xia; Lihua You; Jianjun Zhang
Publié dans: The Visual Computer, Numéro 1, 2021, ISSN 1432-2315
Éditeur: Springer
DOI: 10.1007/s00371-021-02169-4

A genuine smile is indeed in the eyes – The computer aided non-invasive analysis of the exact weight distribution of human smiles across the face

Auteurs: Hassan Ugail, Ahmad Al-dahoud
Publié dans: Advanced Engineering Informatics, 2019, ISSN 1474-0346
Éditeur: Pergamon Press Ltd.
DOI: 10.1016/j.aei.2019.100967

Reconstructing Dynamic 3D Models with Small Data by Integrating Position-Based Dynamics and PDE-Based Modelling

Auteurs: Fang, Junheng and Chaudhry, Ehtzaz and Iglesias, Andres and Macey, Jon and You, Lihua and Zhang, Jianjun
Publié dans: Mathematics, 2022, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math10050821

Voxel-Based 3D Object Reconstruction from Single 2D Image Using Variational Autoencoders

Auteurs: Rohan Tahir; Allah Bux Sargano; Zulfiqar Habib
Publié dans: Mathematics, Numéro 4, 2021, ISSN 2227-7390
Éditeur: Mdpi
DOI: 10.3390/math9182288

COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking

Auteurs: Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez
Publié dans: Computational Science -- ICCS 2020, Numéro 12141, 2020, Page(s) 244-256, ISBN 978-3-030-50426-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_19

Minimizing Material Consumption of 3D Printing with Stress-Guided Optimization

Auteurs: Anzong Zheng, Shaojun Bian, Ehtzaz Chaudhry, Jian Chang, Habibollah Haron, Lihua You, Jianjun Zhang
Publié dans: Computational Science -- ICCS 2020, 2020, Page(s) 588-603, ISBN 978-3-030-50426-7
Éditeur: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_44

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