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

Deliverables

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

Project website

The project website is created in Month 1.

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.

PDE mathematical models

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

Two variational models

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

Mid-term meeting

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

Searching for OpenAIRE data...

Publications

Rib-reinforced Shell Structure

Author(s): Wei Li, Anzong Zheng, Lihua You, Xiaosong Yang, Jianjun Zhang, Ligang Liu
Published in: Computer Graphics Forum, Issue 36/7, 2017, Page(s) 15-27, ISSN 0167-7055
DOI: 10.1111/cgf.13268

Automatic Generation of Dynamic Skin Deformation for Animated Characters

Author(s): Shaojun Bian, Anzong Zheng, Ehtzaz Chaudhry, Lihua You, Jian Jun Zhang
Published in: Symmetry, Issue 10/4, 2018, Page(s) 89, ISSN 2073-8994
DOI: 10.3390/sym10040089

Spiral transitions

Author(s): Akin Levent, Bayram Sahin, Zulfiqar Habib
Published in: Applied Mathematics-A Journal of Chinese Universities, Issue 33/4, 2018, Page(s) 468-490, ISSN 1005-1031
DOI: 10.1007/s11766-018-3554-4

Efficient and realistic character animation through analytical physics-based skin deformation

Author(s): Shaojun Bian, Zhigang Deng, Ehtzaz Chaudhry, Lihua You, Xiaosong Yang, Lei Guo, Hassan Ugail, Xiaogang Jin, Zhidong Xiao, Jian Jun Zhang
Published in: Graphical Models, Issue 104, 2019, Page(s) 101035, ISSN 1524-0703
DOI: 10.1016/j.gmod.2019.101035

The Biharmonic Eigenface

Author(s): Ali Elmahmudi, Hassan Ugail
Published in: Signal, Image and Video Processing, 2019, Page(s) 1-9, ISSN 1863-1703
DOI: 10.1007/s11760-019-01514-4

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

Author(s): M N M Othman, Y Yusoff, H Haron, L You
Published in: IOP Conference Series: Materials Science and Engineering, Issue 551, 2019, Page(s) 012054, ISSN 1757-899X
DOI: 10.1088/1757-899x/551/1/012054

Edge–texture feature-based image forgery detection with cross-dataset evaluation

Author(s): Khurshid Asghar, Xianfang Sun, Paul L. Rosin, Mubbashar Saddique, Muhammad Hussain, Zulfiqar Habib
Published in: Machine Vision and Applications, 2019, ISSN 0932-8092
DOI: 10.1007/s00138-019-01048-2

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

Author(s): M. SADDIQUE, K. ASGHAR, U. I. BAJWA, M. HUSSAIN, Z. HABIB
Published in: Advances in Electrical and Computer Engineering, Issue 19/3, 2019, Page(s) 97-108, ISSN 1582-7445
DOI: 10.4316/aece.2019.03012

Fully Automatic Facial Deformation Transfer

Author(s): Shaojun Bian, Anzong Zheng, Lin Gao, Greg Maguire, Willem Kokke, Jon Macey, Lihua You, Jian J. Zhang
Published in: Symmetry, Issue 12/1, 2020, Page(s) 27, ISSN 2073-8994
DOI: 10.3390/sym12010027

Efficient C2 Continuous Surface Creation Technique Based on Ordinary Differential Equation

Author(s): Shaojun Bian, Greg Maguire, Willem Kokke, Lihua You, Jian J. Zhang
Published in: Symmetry, Issue 12/1, 2020, Page(s) 38, ISSN 2073-8994
DOI: 10.3390/sym12010038

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

Author(s): Shuangbu Wang, Yu Xia, Ruibin Wang, Lihua You, Jianjun Zhang
Published in: Optimization and Engineering, Issue 20/3, 2019, Page(s) 907-928, ISSN 1389-4420
DOI: 10.1007/s11081-019-09425-6

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

Author(s): Andrés Iglesias, Akemi Gálvez, Patricia Suárez, Mikio Shinya, Norimasa Yoshida, César Otero, Cristina Manchado, Valentin Gomez-Jauregui
Published in: Symmetry, Issue 10/3, 2018, Page(s) 58, ISSN 2073-8994
DOI: 10.3390/sym10030058

Make robots be bats: specializing robotic swarms to the Bat algorithm

Author(s): Patricia Suárez, Andrés Iglesias, Akemi Gálvez
Published in: Swarm and Evolutionary Computation, Issue 44, 2019, Page(s) 113-129, ISSN 2210-6502
DOI: 10.1016/j.swevo.2018.01.005

Novelty search for global optimization

Author(s): Iztok Fister, Andres Iglesias, Akemi Galvez, Javier Del Ser, Eneko Osaba, Iztok Fister, Matjaž Perc, Mitja Slavinec
Published in: Applied Mathematics and Computation, Issue 347, 2019, Page(s) 865-881, ISSN 0096-3003
DOI: 10.1016/j.amc.2018.11.052

Memetic improved cuckoo search algorithm for automatic B-spline border approximation of cutaneous melanoma from macroscopic medical images

Author(s): Akemi Gálvez, Andrés Iglesias
Published in: Advanced Engineering Informatics, Issue 43, 2020, Page(s) 101005, ISSN 1474-0346
DOI: 10.1016/j.aei.2019.101005

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

Author(s): Mubbashar Saddique, Khurshid Asghar, Usama Ijaz Bajwa, Muhammad Hussain, Hatim A. Aboalsamh, Zulfiqar Habib
Published in: IEEE Access, Issue 8, 2020, Page(s) 56782-56797, ISSN 2169-3536
DOI: 10.1109/access.2020.2980951

Automatic Depth Estimation from Single 2D Image via Transfer Learning Approach

Author(s): Muhammad Awais Shoukat, Allah Bux Sargano, Zulfiqar Habib, Lihua You
Published in: 2018 2nd European Conference on Electrical Engineering and Computer Science (EECS), 2018, Page(s) 589-594
DOI: 10.1109/eecs.2018.00114

Violence Detection in Surveillance Videos with Deep Network Using Transfer Learning

Author(s): Aqib Mumtaz, Allah Bux Sargano, Zulfiqar Habib
Published in: 2018 2nd European Conference on Electrical Engineering and Computer Science (EECS), 2018, Page(s) 558-563
DOI: 10.1109/eecs.2018.00109

Modelling and Simulation of Lily flowers using PDE Surfaces

Author(s): Ehtzaz Chaudhry, Algirdas Noreika, Lihua You, Jian Jun Zhang, Jian Chang, Hassan Ugail, Alexander Malyshev, Alfonso Carriazo, Andres Iglesias, Zulfiqar Habib, Allah Bux Sargano, Habibollah Haron
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, Page(s) 1-8
DOI: 10.1109/skima47702.2019.8982402

Firefly Algorithm Approach For Rational Bézier Border Reconstruction of Skin Lesions from Macroscopic Medical Images

Author(s): Akemi Galvez, Andres Iglesias, Hassan Ugail, Lihua You, Habibollah Haron, Zulfiqar Habib
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, Page(s) 1-8
DOI: 10.1109/skima47702.2019.8982465

A Comparative Study of Anisotropic Diffusion and Bilateral Filter for Derivation of Point Cloud Using Fast Marching

Author(s): Muhamad Yazid Che Abdullah Atifah Mohamad Jais Habibollah Haron
Published in: 2018

Modified Memetic Self-Adaptive Firefly Algorithm for 2D Fractal Image Reconstruction

Author(s): Akemi Galvez, Andres Iglesias
Published in: 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC), 2018, Page(s) 165-170
DOI: 10.1109/compsac.2018.10222

Interplay of Two Bat Algorithm Robotic Swarms in Non-cooperative Target Point Search. Proceedings of International Conference on Practical Applications of Agents and Multi-Agent Systems

Author(s): P. Suárez, A. Gálvez, I. Fister, I. Fister Jr., E. Osaba, J. Del Ser, A. Iglesias
Published in: Communications in Computer and Information Science, Issue 887, 2018, Page(s) 543-550

Computational Intelligence CSA-based Approach for Machine-Driven Calculation of Outline Curves of Cutaneous Melanoma

Author(s): Akemi Galvez, Andres Iglesias
Published in: 2018 International Conference on Cyberworlds (CW), 2018, Page(s) 270-275
DOI: 10.1109/cw.2018.00055

Combining bio-inspired meta-heuristics and novelty search for community detection over evolving graph streams

Author(s): Eneko Osaba, Javier Del Ser, Angel Panizo, David Camacho, Akemi Galvez, Andres Iglesias
Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19, 2019, Page(s) 1329-1335
DOI: 10.1145/3319619.3326831

Hybrid Modified Firefly Algorithm for Border Detection of Skin Lesions in Medical Imaging

Author(s): Akemi Galvez, Iztok Fister, Eneko Osaba, Iztok Fister, Javier Del Ser, Andres Iglesias
Published in: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Page(s) 111-118
DOI: 10.1109/cec.2019.8789954

Discovering dependencies among mined association rules with population-based metaheuristics

Author(s): Iztok Fister, Akemi Galvez, Eneko Osaba, Javier Del Ser, Andres Iglesias, Iztok Fister
Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19, 2019, Page(s) 1668-1674
DOI: 10.1145/3319619.3326833

Computing rational border curves of melanoma and other skin lesions from medical images with bat algorithm

Author(s): Akemi Gálvez, Iztok Fister, Eneko Osaba, Iztok Fister, Javier Del Ser, Andrés Iglesias
Published in: Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19, 2019, Page(s) 1675-1682
DOI: 10.1145/3319619.3326873

Cooperative game concepts in solving global optimization

Author(s): Iztok Fister, Andres Iglesias, Akemi Galvez, Javier Del Ser, Eneko Osaba, Iztok Fister
Published in: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Page(s) 1525-1532
DOI: 10.1109/cec.2019.8789970

Return, Diversification and Risk in Cryptocurrency Portfolios using Deep Recurrent Neural Networks and Multi-Objective Evolutionary Algorithms

Author(s): Ismael Estalayo, Javier Del Ser, Eneko Osaba, Miren Nekane Bilbao, Khan Muhammad, Akemi Galvez, Andres Iglesias
Published in: 2019 IEEE Congress on Evolutionary Computation (CEC), 2019, Page(s) 755-761
DOI: 10.1109/cec.2019.8790121

Free-Form Parametric Fitting of Van der Waals Binodal and Spinodal Curves with Bat Algorithm

Author(s): Almudena Campuzano, Andres Iglesias, Akemi Galvez
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, Page(s) 1-8
DOI: 10.1109/skima47702.2019.8982533

Evolutionary Behavioral Design of Non-Player Characters in a FPS Video Game Through Particle Swarm Optimization

Author(s): Guillermo Diaz, Andres Iglesias
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, Page(s) 1-8
DOI: 10.1109/skima47702.2019.8982467

Proteus-I: A Flexible and Adaptable Low-Cost General-Purpose Micro-Robot Prototype for Swarm Robotics

Author(s): Nureddin Moustafa, Andres Iglesias, Akemi Galvez
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, Page(s) 1-8
DOI: 10.1109/skima47702.2019.8982462

Modified Bat Algorithm with Local Search for Fractal Image Compression of Bitmap Images

Author(s): Akemi Galvez, Andres Iglesias
Published in: 2019 International Conference on Cyberworlds (CW), 2019, Page(s) 199-206
DOI: 10.1109/cw.2019.00040

Memetic Modified Cuckoo Search Algorithm with ASSRS for the SSCF Problem in Self-Similar Fractal Image Reconstruction

Author(s): Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister, Eneko Osaba, Javier Del Ser
Published in: Hybrid Artificial Intelligent Systems - 13th International Conference, HAIS 2018, Oviedo, Spain, June 20-22, 2018, Proceedings, Issue 10870, 2018, Page(s) 658-670
DOI: 10.1007/978-3-319-92639-1_55

Applying Evolutionary Computation Operators for Automatic Human Motion Generation in Computer Animation and Video Games

Author(s): Luis de la Vega-Hazas, Francisco Calatayud, Andrés Iglesias
Published in: Intelligent Distributed Computing XII, Issue 798, 2018, Page(s) 247-258
DOI: 10.1007/978-3-319-99626-4_22

A General-Purpose Hardware Robotic Platform for Swarm Robotics

Author(s): Nureddin Moustafa, Akemi Gálvez, Andrés Iglesias
Published in: Intelligent Distributed Computing XII, Issue 798, 2018, Page(s) 259-271
DOI: 10.1007/978-3-319-99626-4_23

Automatic Fitting of Feature Points for Border Detection of Skin Lesions in Medical Images with Bat Algorithm

Author(s): Akemi Gálvez, Iztok Fister, Iztok Fister, Eneko Osaba, Javier Del Ser, Andrés Iglesias
Published in: Intelligent Distributed Computing XII, Issue 798, 2018, Page(s) 357-368
DOI: 10.1007/978-3-319-99626-4_31

Bat Algorithm Swarm Robotics Approach for Dual Non-cooperative Search with Self-centered Mode

Author(s): Patricia Suárez, Akemi Gálvez, Iztok Fister, Iztok Fister, Eneko Osaba, Javier Del Ser, Andrés Iglesias
Published in: Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part II, Issue 11315, 2018, Page(s) 201-209
DOI: 10.1007/978-3-030-03496-2_23

Community Detection in Weighted Directed Networks Using Nature-Inspired Heuristics

Author(s): Eneko Osaba, Javier Del Ser, David Camacho, Akemi Galvez, Andres Iglesias, Iztok Fister, Iztok Fister
Published in: Intelligent Data Engineering and Automated Learning – IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21–23, 2018, Proceedings, Part II, Issue 11315, 2018, Page(s) 325-335
DOI: 10.1007/978-3-030-03496-2_36

Swarm Intelligence Approach for Parametric Learning of a Nonlinear River Flood Routing Model

Author(s): Rebeca Sánchez, Patricia Suárez, Akemi Gálvez, Andrés Iglesias
Published in: Highlights of Practical Applications of Survivable Agents and Multi-Agent Systems. The PAAMS Collection - International Workshops of PAAMS 2019, Ávila, Spain, June 26–28, 2019, Proceedings, Issue 1047, 2019, Page(s) 276-286
DOI: 10.1007/978-3-030-24299-2_24

Population-Based Metaheuristics for Planning Interval Training Sessions in Mountain Biking

Author(s): Iztok Fister, Dušan Fister, Andres Iglesias, Akemi Galvez, Samo Rauter, Iztok Fister
Published in: Advances in Swarm Intelligence - 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I, Issue 11655, 2019, Page(s) 70-79
DOI: 10.1007/978-3-030-26369-0_7

Parameter Estimation of a Nonlinear Hydrologic Model for Channel Flood Routing with the Bat Algorithm

Author(s): Rebeca Sánchez, Patricia Suárez, Akemi Gálvez, Andrés Iglesias
Published in: Advances in Swarm Intelligence - 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I, Issue 11655, 2019, Page(s) 341-351
DOI: 10.1007/978-3-030-26369-0_32

Cuckoo Search Algorithm for Border Reconstruction of Medical Images with Rational Curves

Author(s): Akemi Gálvez, Iztok Fister, Iztok Fister, Eneko Osaba, Javier Del Ser, Andrés Iglesias
Published in: Advances in Swarm Intelligence - 10th International Conference, ICSI 2019, Chiang Mai, Thailand, July 26–30, 2019, Proceedings, Part I, Issue 11655, 2019, Page(s) 320-330
DOI: 10.1007/978-3-030-26369-0_30