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

Información del proyecto

PDE-GIR

Identificador del acuerdo de subvención: 778035

DOI

10.3030/778035

Proyecto cerrado

Fecha de la firma de la CE 27 Noviembre 2017

Fecha de inicio 1 Enero 2018

Fecha de finalización 31 Octubre 2023

Financiado con arreglo a

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coste total

€ 535 500,00

Aportación de la UE

€ 535 500,00

Coordinado por

BOURNEMOUTH UNIVERSITY
United Kingdom

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Documents, reports (16)

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

Other (1)

Mid-term meeting

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

Publicaciones

Conference proceedings (11)

Interactive PDE patch-based surface modeling from vertex-frames

Autores: Shuangbu Wang, Yu Xia, Lihua You, Hassan Ugail, Alfonso Carriazo, Andres Iglesias & Jianjun Zhang
Publicado en: Engineering with Computers, 2022, Página(s) 1-19, ISSN 1435-5663
Editor: Springer
DOI: 10.1007/s00366-022-01602-z

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

Autores: Akemi Gálvez, Andrés Iglesias
Publicado en: 14th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2018, Página(s) 495-506
Editor: 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

Autores: Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Publicado en: Computational Science -- ICCS 2020, 2020, Página(s) 604-616, ISBN 978-3-030-50426-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_45

An Introductory Review to Surface Reconstruction

Autores: Chee Yew Tung, Roselina Sallehuddin, Habibollah Haron and Aleksandr Malyshev
Publicado en: IOP Conference Series: Materials Science and Engineering, 2020
Editor: iopscience
DOI: 10.1088/1757-899x/864/1/012052

Visualization of Numerical Association Rules by Hill Slopes

Autores: Iztok Fister Jr., Dušan Fister, Andres Iglesias, Akemi Galvez, Eneko Osaba, Javier Del Ser, Iztok Fister
Publicado en: Intelligent Data Engineering and Automated Learning -- IDEAL 2020, 2020, Página(s) 101-111, ISBN 978-3-030-62362-3
Editor: 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

Autores: Gálvez, A., Iglesias, A., Osaba, E., Del Ser, J.
Publicado en: Lecture Notes in Computer Science, Edición 12141, 2020
Editor: Springer
DOI: 10.1007/978-3-030-50426-7_42

Depth Map Estimation with Consistent Normals from Stereo Images

Autores: Malyshev, A.
Publicado en: Lecture Notes in Computer Science, Edición 12141, 2020
Editor: Springer
DOI: 10.1007/978-3-030-50426-7_41

Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics

Autores: Eneko Osaba, Miren Nekane Bilbao, Andres Iglesias, Javier Del Ser, Akemi Galvez, Iztok Fister Jr., Iztok Fister
Publicado en: Computational Science -- ICCS 2019, 2019, Página(s) 367-380, ISBN 978-3-030-22744-9
Editor: 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

Autores: A. Galvez, I. Fister, S. Deb, I. Fister Jr, A. Iglesias
Publicado en: Proceedings of the 2023 7th International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence, Edición 7, 2023
Editor: Association for Computing Machinery
DOI: 10.1145/3596947.3596970

Bat Algorithm for Kernel Computation in Fractal Image Reconstruction

Autores: Gálvez, A., Osaba, E., Del Ser, J., Iglesias, A.
Publicado en: Lecture Notes in Computer Science, Edición 11538, 2019
Editor: Springer
DOI: 10.1007/978-3-030-22744-9_30

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

Autores: Malyshev, A.
Publicado en: Lecture Notes in Computer Science, Edición 12141, 2020
Editor: Springer
DOI: 10.1007/978-3-030-50426-7_43

Peer reviewed articles (30)

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

Autores: Zhu, Zaiping and Iglesias, Andres and Zhou, Liqi and You, Lihua and Zhang, Jianjun
Publicado en: Mathematics, 2022, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math10040542

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

Autores: César Oteroa, Joaquín Lópeza, Andrés Díaz, Cristina Manchadoa, Valentin Gomez-Jaureguia, Andrés Iglesias, Akemi Gálvezc
Publicado en: Landscape and Urban Planning, Edición 220, 2022, ISSN 0169-2046
Editor: Elsevier BV
DOI: 10.1016/j.landurbplan.2021.104314

On Selection of a Benchmark by Determining the Algorithms’ Qualities

Autores: Iztok Fister; Janez Brest; Andres Iglesias; Akemi Galvez; Suash Deb; Iztok Fister
Publicado en: IEEE Access, Edición 1, 2021, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3058285

Melanoma Classification from Dermoscopy Images Using Ensemble of Convolutional Neural Networks

Autores: Raza, Rehan and Zulfiqar, Fatima and Tariq, Shehroz and Anwar, Gull Bano and Sargano, Allah Bux and Habib, Zulfiqar
Publicado en: Mathematics, 2022, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math10010026

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

Autores: Akhtar, Naheed and Saddique, Mubbashar and Asghar, Khurshid and Bajwa, Usama Ijaz and Hussain, Muhammad and Habib, Zulfiqar
Publicado en: Mathematics, Edición 168, 2022, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math10020168

Deep Red Lesion Classification for Early Screening of Diabetic Retinopathy

Autores: Muhammad Nadeem Ashraf, Muhammad Hussain, Zulfiqar Habib
Publicado en: Mathematics, Edición 686, 2022, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math10050686

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

Autores: Anzong Zheng; Zaiping Zhu; Shaojun Bian; Jian Chang; Habibollah Haron; Andrés Iglesias; Lihua You; Jianjun Zhang
Publicado en: Mathematics, Edición 2, 2021, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math9212835

Fast character modeling with sketch-based PDE surfaces

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

New Perspectives in the Development of the Artificial Sport Trainer

Autores: Fister, Iztok, Jr., Sancho Salcedo-Sanz, Andrés Iglesias, Dušan Fister, Akemi Gálvez, and Iztok Fister.
Publicado en: Computational Intelligence and Data Mining in Sports 2021, Edición 11, 2021, ISSN 2076-3417
Editor: Applied Sciences
DOI: 10.3390/app112311452

3D Modelling with C2 Continuous PDE Surface Patches

Autores: Fu, Haibin and Bian, Shaojun and Li, Ouwen and Macey, Jon and Iglesias, Andres and Chaudhry, Ehtzaz and You, Lihua and Zhang, Jian Jun
Publicado en: Mathematics, 2022, ISSN 2227-7390
Editor: MDPI
DOI: 10.3390/math10030319

IFS-Based Image Reconstruction of Binary Images with Functional Networks

Autores: Gálvez, A.; Fister, I.; Iglesias, A.; Fister, I., Jr.; Gómez-Jauregui, V.; Manchado, C.; Otero, C.
Publicado en: Mathematics, Edición 10(1107), 2022, ISSN 2227-7390
Editor: MDPI
DOI: 10.3390/math10071107

Rank-Based Ant System with Originality Reinforcement and Pheromone Smoothing

Autores: Pérez-Carabaza, S.; Gálvez, A.; Iglesias, A.
Publicado en: Applied Sciences, Edición 12(11219), 2022, ISSN 2076-3417
Editor: MDPI
DOI: 10.3390/app122111219

PDE Surface-Represented Facial Blendshapes

Autores: Fu, Haibin and Bian, Shaojun and Chaudhry, Ehtzaz and Wang, Shuangbu and You, Lihua and Zhang, Jian Jun
Publicado en: Mathematics, 2021, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math9222905

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

Autores: Shuangbu Wang, Ruibin Wang, Yu Xia, Zhenye Sun, Lihua You & Jianjun Zhang
Publicado en: Structural and Multidisciplinary Optimization, 2021, Página(s) 1285–1304, ISSN 1615-1488
Editor: Springer
DOI: 10.1007/s00158-021-02916-0

Robust learning for real-world anomalies in surveillance videos

Autores: Mumtaz, A., Sargano, A.B. & Habib, Z.
Publicado en: Multimed Tools Appl, Edición 82, 2023, Página(s) 20303–20322, ISSN 1573-7721
Editor: Springer
DOI: 10.1007/s11042-023-14425-x

Deep face recognition using imperfect facial data

Autores: Elmahmudi, Ali; Ugail, Hassan
Publicado en: Future Generation Computer Systems, Edición 1, 2019, ISSN 0167-739X
Editor: Elsevier BV
DOI: 10.1016/j.future.2019.04.025

PDE-based surface reconstruction in automotive styling design

Autores: Shuangbu Wang, Yu Xia, Lihua You, Jianjun Zhang
Publicado en: Multimed Tools Appl, Edición 82, 2023, ISSN 1573-7721
Editor: Springer
DOI: 10.1007/s11042-022-13297-x

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

Autores: Khan, Anusha and Sargano, Allah Bux and Habib, Zulfiqar
Publicado en: Mathematics, 2021, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math9222873

Automatic Generation of Dynamic Skin Deformation for Animated Characters

Autores: Shaojun Bian, Anzong Zheng, Ehtzaz Chaudhry, Lihua You, Jian Jun Zhang
Publicado en: Symmetry, Edición 10/4, 2018, Página(s) 89, ISSN 2073-8994
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym10040089

The Biharmonic Eigenface

Autores: Ali Elmahmudi, Hassan Ugail
Publicado en: Signal, Image and Video Processing, 2019, Página(s) 1-9, ISSN 1863-1703
Editor: Springer Verlag
DOI: 10.1007/s11760-019-01514-4

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

Autores: M N M Othman, Y Yusoff, H Haron, L You
Publicado en: IOP Conference Series: Materials Science and Engineering, Edición 551, 2019, Página(s) 012054, ISSN 1757-899X
Editor: IOP Publishing Ltd
DOI: 10.1088/1757-899x/551/1/012054

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

Autores: M. SADDIQUE, K. ASGHAR, U. I. BAJWA, M. HUSSAIN, Z. HABIB
Publicado en: Advances in Electrical and Computer Engineering, Edición 19/3, 2019, Página(s) 97-108, ISSN 1582-7445
Editor: University of Suceava
DOI: 10.4316/aece.2019.03012

Fully Automatic Facial Deformation Transfer

Autores: Shaojun Bian, Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian J. Zhang
Publicado en: Symmetry, Edición 12/1, 2020, Página(s) 27, ISSN 2073-8994
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym12010027

Efficient C2 Continuous Surface Creation Technique Based on Ordinary Differential Equation

Autores: Shaojun Bian, Greg Maguire, Willem Kokke, Lihua You, Jian J. Zhang
Publicado en: Symmetry, Edición 12/1, 2020, Página(s) 38, ISSN 2073-8994
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym12010038

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

Autores: Shuangbu Wang, Yu Xia, Ruibin Wang, Lihua You, Jianjun Zhang
Publicado en: Optimization and Engineering, Edición 20/3, 2019, Página(s) 907-928, ISSN 1389-4420
Editor: 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

Autores: Andrés Iglesias, Akemi Gálvez, Patricia Suárez, Mikio Shinya, Norimasa Yoshida, César Otero, Cristina Manchado, Valentin Gomez-Jauregui
Publicado en: Symmetry, Edición 10/3, 2018, Página(s) 58, ISSN 2073-8994
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym10030058

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

Autores: Mubbashar Saddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Hatim A. Aboalsamh, Zulfiqar Habib
Publicado en: IEEE Access, Edición 8, 2020, Página(s) 56782-56797, ISSN 2169-3536
Editor: 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

Autores: Shuangbu Wang; Nan Xiang; Yu Xia; Lihua You; Jianjun Zhang
Publicado en: The Visual Computer, Edición 1, 2021, ISSN 1432-2315
Editor: Springer
DOI: 10.1007/s00371-021-02169-4

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

Autores: Fang, Junheng and Chaudhry, Ehtzaz and Iglesias, Andres and Macey, Jon and You, Lihua and Zhang, Jianjun
Publicado en: Mathematics, 2022, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math10050821

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

Autores: Rohan Tahir; Allah Bux Sargano; Zulfiqar Habib
Publicado en: Mathematics, Edición 4, 2021, ISSN 2227-7390
Editor: Mdpi
DOI: 10.3390/math9182288

Book chapters (2)

COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking

Autores: Eneko Osaba, Javier Del Ser, Xin-She Yang, Andres Iglesias, Akemi Galvez
Publicado en: Computational Science -- ICCS 2020, Edición 12141, 2020, Página(s) 244-256, ISBN 978-3-030-50426-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_19

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

Autores: Anzong Zheng, Shaojun Bian, Ehtzaz Chaudhry, Jian Chang, Habibollah Haron, Lihua You, Jianjun Zhang
Publicado en: Computational Science -- ICCS 2020, 2020, Página(s) 588-603, ISBN 978-3-030-50426-7
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-50426-7_44