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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

Semantic Similarity Metric Learning for Sketch-Based 3D Shape Retrieval

Author(s): Yu Xia, Shuangbu Wang, Lihua You, Jianjun Zhang
Published in: 2021, Page(s) 59-69, ISBN 978-3-030-77977-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77977-1_5

Interactive PDE patch-based surface modeling from vertex-frames

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

A Deep Learning Approach to Tumour Identification in Fresh Frozen Tissues

Author(s): Hassan Ugail; Maisun Alzorgani; Ali Bukar; Humera Hussain; Christopher Burn; Thinzar Min Sein; Samar Betmouni
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, ISBN 978-1-7281-2741-5
Publisher: IEEE
DOI: 10.1109/skima47702.2019.8982508

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

Author(s): Francisco Calatayud, Luis De La Vega-Hazas, Andrés Iglesias
Published in: 2018 International Conference on Cyberworlds (CW), 2018, ISBN 978-1-5386-7315-7
Publisher: IEEE
DOI: 10.1109/cw.2018.00052

Parallel Differential Evolution with Variable Population Size for Global Optimization

Author(s): Iztok Fister, Andres Iglesias, Akemi Galvez, Dušan Fister, Iztok FisterJr.
Published in: 2021, Page(s) 89-99, ISBN 978-3-030-57802-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-57802-2_9

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

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

dMFEA-II: An adaptive multifactorial evolutionary algorithm for permutation-based discrete optimization problems

Author(s): Eneko Osaba, Aritz D. Martinez, Akemi Galvez, Andres Iglesias, Javier Del Ser
Published in: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 7, 2020, Page(s) 1690–1696, ISBN 9781450371278
Publisher: Association for Computing Machinery
DOI: 10.1145/3377929.3398084

Efficient and Physics-based Facial Blendshapes based on ODE sweeping Surface and Newton’s second law

Author(s): Junheng Fang; Shaojun Bian; Jon Macey; Andres Iglesias; Hassan Ugail; Alexander Malyshev; Ehtzaz Chaudhry; Lihua You; Jian Jun Zhang
Published in: 2021 25th International Conference Information Visualisation (IV), 2021, ISBN 978-1-6654-3827-8
Publisher: IEEE
DOI: 10.1109/iv53921.2021.00056

On the Curve of Minimal Length between Two Points On a Bézier Surface

Author(s): A. Carriazo; M. C. Márquez; H. Ugail
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2020, ISSN 2573-3214
Publisher: IEEE
DOI: 10.1109/skima47702.2019.8982434

Discrete finite difference masks for rapid solution approximation of the Poisson’s Equation

Author(s): Ravi Kumar Jha; Hassan Ugail; Habibollah Haron; Andres Iglesias
Published in: 12th International Conference on Software, Knowledge, Information Management & Applications (SKIMA), 2018, ISSN 2573-3214
Publisher: IEEE
DOI: 10.1109/skima.2018.8631514

On Deploying the Artificial Sport Trainer into Practice

Author(s): Iztok Fister, Andres Iglesiasm Akemi Galvezm Suash Deb, Dušan Fister
Published in: 8th International Conference on Soft Computing & Machine Intelligence (ISCMI),, 2021, Page(s) 21-26, ISBN 978-1-7281-8683-2
Publisher: IEEE
DOI: 10.1109/iscmi53840.2021.9654817

Bat Algorithm Method for Automatic Determination of Color and Contrast of Modified Digital Images

Author(s): Akemi Galvez; Andres Iglesias; Eneko Osaba; Javier Del Ser
Published in: 2020, Page(s) 1195-1200, ISBN 978-1-7281-7303-0
Publisher: IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC)
DOI: 10.1109/compsac48688.2020.00-94

On the Solution of Poisson’s Equation using Deep Learning

Author(s): Riya Aggarwal, Hassan Ugail
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2020, ISBN 978-1-7281-2741-5
Publisher: IEEE
DOI: 10.1109/skima47702.2019.8982518

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

Author(s): Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Published in: Computational Science -- ICCS 2020, 2020, Page(s) 604-616, ISBN 978-3-030-50426-7
Publisher: 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

Author(s): Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Published in: 2019, ISBN 978-1-7281-2297-7
Publisher: 2019 International Conference on Cyberworlds (CW)
DOI: 10.1109/cw.2019.00042

An Introductory Review to Surface Reconstruction

Author(s): Chee Yew Tung, Roselina Sallehuddin, Habibollah Haron and Aleksandr Malyshev
Published in: 2020
Publisher: iopscience
DOI: 10.1088/1757-899x/864/1/012052

Variational Model for Depth Estimation from Images

Author(s): Alexander Malyshev, Xue-Cheng Tai
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019, ISSN 2573-3214
Publisher: IEEE
DOI: 10.1109/skima47702.2019.8982425

Visualization of Numerical Association Rules by Hill Slopes

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

A simultaneous approach for compression and encryption techniques using deoxyribonucleic acid.

Author(s): Dilovan Asaad Zebari; Habibollah Haron; Diyar Qader Zeebaree; Azlan Mohd Zain
Published in: 2019 13th International Conference on Software, Knowledge, Information Management and Applications (SKIMA), 2019
Publisher: IEEE
DOI: 10.1109/skima47702.2019.8982392

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, ISBN 978-1-7281-1929-8
Publisher: IEEE
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, ISBN 978-1-7281-1929-8
Publisher: IEEE
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, ISBN 978-1-7281-2741-5
Publisher: IEEE
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, ISBN 978-1-7281-2741-5
Publisher: IEEE
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
Publisher: Malaysian Technical Scientist Association MALTESAS

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, ISBN 978-1-5386-2666-5
Publisher: IEEE
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, 887, 2018, Page(s) 543-550
Publisher: Springer

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, ISBN 978-1-5386-7315-7
Publisher: IEEE
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, ISBN 9781-450367486
Publisher: ACM Press
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, ISBN 978-1-7281-2153-6
Publisher: IEEE
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, ISBN 9781-450367486
Publisher: ACM Press
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, ISBN 9781-450367486
Publisher: ACM Press
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, ISBN 978-1-7281-2153-6
Publisher: IEEE
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, ISBN 978-1-7281-2153-6
Publisher: IEEE
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, ISBN 978-1-7281-2741-5
Publisher: IEEE
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, ISBN 978-1-7281-2741-5
Publisher: IEEE
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, ISBN 978-1-7281-2741-5
Publisher: IEEE
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, ISBN 978-1-7281-2297-7
Publisher: IEEE
DOI: 10.1109/cw.2019.00040

Dynamic Partitioning of Evolving Graph Streams Using Nature-Inspired Heuristics

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

State-of-the-Art in 3D Face Reconstruction from a Single RGB Image

Author(s): Haibin Fu, Shaojun Bian, Ehtzaz Chaudhry, Andres Iglesias, Lihua You, Jian Jun Zhang
Published in: 2021, ISBN 978-3-030-77977-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77977-1_3

Real-Time Rehabilitation and Fitness System using Depth Sensor

Author(s): Syyam Noor; Muhammad Hasham; Zulfiqar Habib; Allah Bux Saragano
Published in: 2019 International Conference on Frontiers of Information Technology (FIT), 2020, ISBN 978-1-7281-6625-4
Publisher: IEEE
DOI: 10.1109/fit47737.2019.00048

Cuckoo Search Algorithm and K-Means for IFS Reconstruction of Fractal Colored Images

Author(s): Akemi Gálvez; Suash Deb; Iztok Fister; Andrés Iglesias
Published in: 2021, Page(s) 91-95, ISBN 978-1-7281-8683-2
Publisher: 8th International Conference on Soft Computing & Machine Intelligence (ISCMI)
DOI: 10.1109/iscmi53840.2021.9654830

Swarm Intelligence for Automatic Color and Contrast Retrieval of Digital Images of Paintings

Author(s): Akemi Gaálvez; Eneko Osaba; Andreés Iglesias; Javier Del Ser; Iztok Fister
Published in: 2020, Page(s) 227-230, ISBN 978-1-7281-6497-7
Publisher: 2020 International Conference on Cyberworlds (CW)
DOI: 10.1109/cw49994.2020.00043

Composite Generalized Elliptic Curve-Based Surface Reconstruction

Author(s): Ouwen Li, Ehtzaz Chaudhry, Xiaosong Yang, Haibin Fu, Junheng Fang, Zaiping Zhu, Andres Iglesias, Algirdas Noreika, Alfonso Carriazo, Lihua You, Jian Jun Zhang
Published in: 2021, Page(s) 134-148, ISBN 978-3-030-77977-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77977-1_11

On detecting the novelties in metaphor-based algorithms

Author(s): Fister, Iztok and Fister, Iztok and Iglesias, Andres and Galvez, Akemi
Published in: 2021, Page(s) 71–72, ISBN 9781450383516
Publisher: Proceedings of the Genetic and Evolutionary Computation Conference Companion
DOI: 10.1145/3449726.3459413

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

Author(s): Zhu, Zaiping and Iglesias, Andres and Zhou, Liqi and You, Lihua and Zhang, Jianjun
Published in: Mathematics, 2022, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math10040542

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

Author(s): César Oteroa, Joaquín Lópeza, Andrés Díaz, Cristina Manchadoa, Valentin Gomez-Jaureguia, Andrés Iglesias, Akemi Gálvezc
Published in: Landscape and Urban Planning, 220, 2022, ISSN 0169-2046
Publisher: Elsevier BV
DOI: 10.1016/j.landurbplan.2021.104314

On Selection of a Benchmark by Determining the Algorithms’ Qualities

Author(s): Iztok Fister; Janez Brest; Andres Iglesias; Akemi Galvez; Suash Deb; Iztok Fister
Published in: IEEE Access 2021, 9, 51166 - 51178, 1, 2021, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2021.3058285

Melanoma Classification from Dermoscopy Images Using Ensemble of Convolutional Neural Networks

Author(s): Raza, Rehan and Zulfiqar, Fatima and Tariq, Shehroz and Anwar, Gull Bano and Sargano, Allah Bux and Habib, Zulfiqar
Published in: Mathematics, 2022, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math10010026

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

Author(s): Akhtar, Naheed and Saddique, Mubbashar and Asghar, Khurshid and Bajwa, Usama Ijaz and Hussain, Muhammad and Habib, Zulfiqar
Published in: Mathematics, 168, 2022, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math10020168

Deep Red Lesion Classification for Early Screening of Diabetic Retinopathy

Author(s): Muhammad Nadeem Ashraf, Muhammad Hussain, Zulfiqar Habib
Published in: Mathematics, 686, 2022, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math10050686

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

Author(s): Anzong Zheng; Zaiping Zhu; Shaojun Bian; Jian Chang; Habibollah Haron; Andrés Iglesias; Lihua You; Jianjun Zhang
Published in: Mathematics, Vol 9, Iss 2835, p 2835 (2021), 2, 2021, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math9212835

Fast character modeling with sketch-based PDE surfaces

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

New Perspectives in the Development of the Artificial Sport Trainer

Author(s): Fister, Iztok, Jr., Sancho Salcedo-Sanz, Andrés Iglesias, Dušan Fister, Akemi Gálvez, and Iztok Fister.
Published in: Computational Intelligence and Data Mining in Sports 2021, 11, 2021, ISSN 2076-3417
Publisher: Applied Sciences
DOI: 10.3390/app112311452

3D Modelling with C2 Continuous PDE Surface Patches

Author(s): Fu, Haibin and Bian, Shaojun and Li, Ouwen and Macey, Jon and Iglesias, Andres and Chaudhry, Ehtzaz and You, Lihua and Zhang, Jian Jun
Published in: Mathematics, 2022, ISSN 2227-7390
Publisher: MDPI
DOI: 10.3390/math10030319

PDE Surface-Represented Facial Blendshapes

Author(s): Fu, Haibin and Bian, Shaojun and Chaudhry, Ehtzaz and Wang, Shuangbu and You, Lihua and Zhang, Jian Jun
Published in: Mathematics, 2021, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math9222905

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

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

Reconstruction of curve networks

Author(s): Shuangbu Wang, Yu Xia, Lihua You, Jianjun Zhang
Published in: Journal of Universal Computer Science, 2020, Page(s) 1265-1280, ISSN 0948-695X
Publisher: Journal of Universal Computer Science
DOI: 10.3897/jucs.2020.065

NURBS functional network approach for automatic image segmentation of macroscopic medical images in melanoma detection

Author(s): Akemi Gálvez, Andrés Iglesias, Iztok Fister, Iztok Fister, César Otero, José A. Díaz
Published in: Journal of Computational Science, 2021, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2021.101481

Deep face recognition using imperfect facial data

Author(s): Elmahmudi, Ali; Ugail, Hassan
Published in: Future Generation Computer Systems, 1, 2019, ISSN 0167-739X
Publisher: Elsevier BV
DOI: 10.1016/j.future.2019.04.025

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

Author(s): Khan, Anusha and Sargano, Allah Bux and Habib, Zulfiqar
Published in: Mathematics, 2021, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math9222873

Rib-reinforced Shell Structure

Author(s): Wei Li, Anzong Zheng, Lihua You, Xiaosong Yang, Jianjun Zhang, Ligang Liu
Published in: Computer Graphics Forum, 36/7, 2017, Page(s) 15-27, ISSN 0167-7055
Publisher: Blackwell Publishing Inc.
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, 10/4, 2018, Page(s) 89, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/sym10040089

Spiral transitions

Author(s): Akin Levent, Bayram Sahin, Zulfiqar Habib
Published in: Applied Mathematics-A Journal of Chinese Universities, 33/4, 2018, Page(s) 468-490, ISSN 1005-1031
Publisher: Zhejiang University Press
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, 104, 2019, Page(s) 101035, ISSN 1524-0703
Publisher: Academic Press
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
Publisher: Springer Verlag
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, 551, 2019, Page(s) 012054, ISSN 1757-899X
Publisher: IOP Publishing Ltd
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
Publisher: Springer Verlag
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, 19/3, 2019, Page(s) 97-108, ISSN 1582-7445
Publisher: University of Suceava
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, 12/1, 2020, Page(s) 27, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
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, 12/1, 2020, Page(s) 38, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
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, 20/3, 2019, Page(s) 907-928, ISSN 1389-4420
Publisher: 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

Author(s): Andrés Iglesias, Akemi Gálvez, Patricia Suárez, Mikio Shinya, Norimasa Yoshida, César Otero, Cristina Manchado, Valentin Gomez-Jauregui
Published in: Symmetry, 10/3, 2018, Page(s) 58, ISSN 2073-8994
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
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, 44, 2019, Page(s) 113-129, ISSN 2210-6502
Publisher: Elsevier BV
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, 347, 2019, Page(s) 865-881, ISSN 0096-3003
Publisher: Elsevier BV
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, 43, 2020, Page(s) 101005, ISSN 1474-0346
Publisher: Pergamon Press Ltd.
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, 8, 2020, Page(s) 56782-56797, ISSN 2169-3536
Publisher: 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

Author(s): Shuangbu Wang; Nan Xiang; Yu Xia; Lihua You; Jianjun Zhang
Published in: 0178-2789, 1, 2021, ISSN 1432-2315
Publisher: 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

Author(s): Hassan Ugail, Ahmad Al-dahoud
Published in: Advanced Engineering Informatics, 2019, ISSN 1474-0346
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.aei.2019.100967

ODE-Driven Sketch-Based Organic Modelling

Author(s): Ouwen Li, Zhigang Deng, Shaojun Bian, Algirdas Noreika, Xiaogang Jin, Ismail Khalid Kazmi, Lihua You & Jian Jun Zhang
Published in: Advances in Computer Graphics, 2019, Page(s) 453-460, ISSN 1524-0703
Publisher: Academic Press
DOI: 10.1007/978-3-030-22514-8_44

Single Color Sketch-Based Image Retrieval in HSV Color Space

Author(s): Yu Xia, Shuangbu Wang, Yanran Li, Lihua You, Xiaosong Yang, Jian Jun Zhang
Published in: Transactions on Computational Science XXXVII: Special Issue on Computer Graphics, 2020, Page(s) 77-90, ISSN 1573-7721
Publisher: Springer
DOI: 10.1007/978-3-662-61983-4_5

PDE patch-based surface reconstruction from point clouds

Author(s): Zaiping Zhu, Anzong Zheng, Andrés Iglesias, Shuangbu Wang, Yu Xia, Ehtzaz Chaudhry, Lihua You, Jianjun Zhang,
Published in: Journal of Computational Science, Volume 61, May 2022, 101647, 2022, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2022.101647

Voronoi diagram and Monte-Carlo simulation based finite element optimization for cost-effective 3D printing

Author(s): A.Z. Zheng, S.J. Bian, E. Chaudhry, J. Chang, H. Haron, L.H. You, J.J. Zhang
Published in: Journal of Computational Science, 2021, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2021.101301

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

Author(s): Fang, Junheng and Chaudhry, Ehtzaz and Iglesias, Andres and Macey, Jon and You, Lihua and Zhang, Jianjun
Published in: Mathematics, 2022, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math10050821

Soft Computing for Swarm Robotics: New Trends and Applications

Author(s): Eneko Osaba, Javier Del Ser, Andres Iglesias, Xin-SheYang
Published in: Journal of Computational Science, 39, 2020, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2019.101049

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

Author(s): Rohan Tahir; Allah Bux Sargano; Zulfiqar Habib
Published in: Issue 18, 4, 2021, ISSN 2227-7390
Publisher: Mdpi
DOI: 10.3390/math9182288

Shape Reconstruction from Point Clouds Using Closed Form Solution of a Fourth-Order Partial Differential Equation

Author(s): Zaiping Zhu, Ehtzaz Chaudhry, Shuangbu Wang, Yu Xia, Andres Iglesias, Lihua You, Jian Jun Zhang
Published in: Computational Science -- ICCS 2021, 2021, Page(s) 207-220, ISBN 978-3-030-77977-1
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-77977-1_16

COEBA: A Coevolutionary Bat Algorithm for Discrete Evolutionary Multitasking

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

Cuckoo Search Algorithm for Parametric Data Fitting of Characteristic Curves of the Van der Waals Equation of State

Author(s): Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Published in: Springer Tracts in Nature-Inspired Computing, 2020, Page(s) 21-45, ISBN 978-981-15-5163-5
Publisher: Springer Singapore
DOI: 10.1007/978-981-15-5163-5_2

Toward Reusing the Numerical Association Rule Mining Models

Author(s): Iztok FisterJr., Andres Iglesias, Akemi Galvez, Iztok Fister
Published in: Advances in Intelligent Systems and Computing, 1401, 2021, Page(s) 198-206, ISBN 978-3-030-87869-6
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-87869-6_19

Swarm robotics – a case study: bat robotics

Author(s): Andrés Iglesias, Akemi Gálvez, Patricia Suárezb
Published in: Nature-Inspired Computation and Swarm Intelligence, 2020, Page(s) 273-302, ISBN 9780128197141
Publisher: Academic Press
DOI: 10.1016/b978-0-12-819714-1.00026-9

A Hardware Architecture and Physical Prototype for General-Purpose Swarm Minirobotics: Proteus II

Author(s): Nureddin Moustafa, Andrés Iglesias, Akemi Gálvez
Published in: Applied Optimization and Swarm Intelligence, 2021, Page(s) 149-174, ISBN 978-981-16-0662-5
Publisher: Springer Singapore
DOI: 10.1007/978-981-16-0662-5_8

Modified OFS-RDS bat algorithm for IFS encoding of bitmap fractal binary images

Author(s): Akemi Gálvez, Andrés Iglesias, José A.Díaz, Iztok Fister, Joaquín López, Iztok, Fister Jr.d
Published in: Advanced Engineering Informatics, 47, 2021, Page(s) 1474-0346, ISSN 1474-0346
Publisher: Science Direct
DOI: 10.1016/j.aei.2020.101222

Efficient Creation of 3D Organic Models from Sketches and ODE-Based Deformations

Author(s): Ouwen Li, Shaojun Bian, Algirdas Noreika, Ismail Khalid Kazmi, Lihua You, Jianjun Zhang
Published in: Transactions on Computational Science XXXVIII, 2021, Page(s) 1-16, ISBN 978-3-662-63170-6
Publisher: Springer Berlin Heidelberg
DOI: 10.1007/978-3-662-63170-6_1

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, 10870, 2018, Page(s) 658-670, ISBN 978-3-319-92638-4
Publisher: Springer International Publishing
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, 798, 2018, Page(s) 247-258, ISBN 978-3-319-99625-7
Publisher: Springer International Publishing
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, 798, 2018, Page(s) 259-271, ISBN 978-3-319-99625-7
Publisher: Springer International Publishing
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, 798, 2018, Page(s) 357-368, ISBN 978-3-319-99625-7
Publisher: Springer International Publishing
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, 11315, 2018, Page(s) 201-209, ISBN 978-3-030-03495-5
Publisher: Springer International Publishing
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, 11315, 2018, Page(s) 325-335, ISBN 978-3-030-03495-5
Publisher: Springer International Publishing
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, 1047, 2019, Page(s) 276-286, ISBN 978-3-030-24298-5
Publisher: Springer International Publishing
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, 11655, 2019, Page(s) 70-79, ISBN 978-3-030-26368-3
Publisher: Springer International Publishing
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, 11655, 2019, Page(s) 341-351, ISBN 978-3-030-26368-3
Publisher: Springer International Publishing
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, 11655, 2019, Page(s) 320-330, ISBN 978-3-030-26368-3
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-26369-0_30

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

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

Formal Cognitive Modeling of Swarm Intelligence for Decision-Making Optimization Problems

Author(s): Almudena Campuzano, Andrés Iglesias, Akemi Gálvez
Published in: Applied Optimization and Swarm Intelligence, 2021, Page(s) 103-127, ISBN 978-981-16-0662-5
Publisher: Springer Singapore
DOI: 10.1007/978-981-16-0662-5_6

Functional Networks for Image Segmentation of Cutaneous Lesions with Rational Curves

Author(s): Akemi GálvezIztok, Fister, Iztok FisterJr., Andrés Iglesias
Published in: 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020, Page(s) 780-789, ISBN 978-3-030-57802-2
Publisher: Springer International Publishing
DOI: 10.1007/978-3-030-57802-2_75