European Training Network (ETN) on Multimodal Environmental Exploration Systems – Novel Technologies

Project Information

MENELAOS_NT

Grant agreement ID: 860370

DOI

10.3030/860370

Project closed

EC signature date 19 August 2019

Start date 1 January 2020

End date 30 September 2024

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 3 616 423,20

EU contribution

€ 3 616 423,20

Coordinated by

UNIVERSITAET SIEGEN
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Websites, patent fillings, videos etc. (1)

E-Learning facilities

ELearning facilities D52

Documents, reports (40)

FP2: Preliminary results/design ESR 7 - ESR 11

Annual Fall presentation of each ESR of WP3 on preliminary results/design (D3.15).

PhD thesis of ESR 1

PhD Thesis by ESR 1 on his individual Project

Evaluations: Annual Fall Presentations

Annual Fall Presentations Evaluation Due Dates 18 30 42Midterm Summer School Evaluation Due Date 25

MSS: Scientific Presentation ESR 7 - ESR 11

Scientific presentation of each ESR of WP 3 at Midterm Summer School on his work

FP2: Preliminary results/design ESR 12- ESR 15

Annual Fall presentation of each ESR of WP4 on prelilminary results/design (D4.13).

CP3: ESR 1

Conference Paper by ESR 1 on Final results/design (D1.11).

MSS: Scientific Presentation ESR 2 - ESR 6

Scienctific presentation given by each ESR from WP2 at Midterm Summer School

PhD thesis of each ESR of WP2

Due date with respect to project start.PhD Thesis of each ESR of WP2 (Lead beneficiaries of the individual deliverables:PhD thesis of ESR 2 (D2.28): USCPhD thesis of ESR 3 (D2.29): USIPhD thesis of ESR 4 (D2.30): USIPhD thesis of ESR 5 (D2.31): UPBPhD thesis of ESR 6 (D2.32): Fraunhofer

FP1: Mathematical modelling ESR 12- ESR 15

Annual Fall prssentation of each ESR of WP4 on mathematical modelling

CP1: Each ESR of WP4

Conference paper of each ESR of WP4 on mathematical modelling

FP1: Mathematical modelling: Paper ESR 2 - ESR 6

FP1 Annual Fall presentation by each ESR of WP2 on Mathematical modelling

FP3: Final results/design ESR 1

Annual Fall presentation by ESR 1 on Final results/design

FP3: Final results/design ESR 12 - ESR 15

Annual Fall presentation of each ESR of WP4 on final results/design

FP1: Mathematical modelling: Paper ESR 1

Annual Fall presentation by ESR 1 on Mathematical modelling Paper For each ESR

CP2: Each ESR of WP4

Individual conference paper of each ESR of WP4 on prelilminary results/design

JP: Each ESR of WP2 (IEEE, SPIE, etc.)

Journal publication by each ESR of WP2 (D2.9-D2.13).

Reports on completed recruitments

Report on each completed recruitment

Report on available courses

D5.3

MSS: Scientific Presentation ESR 12- ESR 15

Scientific presentation of each ESR of WP4 at Midterm Summer School

JP: Each ESR of WP4 (IEEE, SPIE, etc.)

Journal publication of each ESR of WP4

FP3: Final results/design ESR 2 - ESR 6

Annual fall presentation of Each ESR of WP 2 on Final results/design (D2.22).

CP3: Each ESR of WP4

Conference paper of each ESR of WP4 on final results/design

PhD thesis of each ESR of WP3

Individual PhD thesis of each ESR of WP3 Lead beneficiaries of the individual deliverables:PhD thesis of ESR 7 (D3.28): PUBPhD thesis of ESR 8 (D3.29): USIPhD thesis of ESR 9 (D3.30): FraunhoferPhD thesis of ESR 10 (D3.31): WEIZMANNPhD thesis of ESR 11 (D3.32): PUB

CP2: Each ESR ESR 1

Conference Paper by ESR 1 on Preliminary results/design

CP3: Each ESR of WP2

Conference paper by each ESR of WP2 on Final results/design

FP2: Preliminary results/design ESR 1

Annual Fall presentation 2 by ESR 1 on Preliminary results/design.

JP: Each ESR of WP3 (IEEE, SPIE, etc.)

Journal paper publication of each ESR of WP3

CP2: Each ESR of WP3

Conference paper of each ESR of WP3 on Preliminary results/design.

CP1: Each ESR of WP2

Conference paper by each ESR of WP2 on Mathematic Modelling

Comprehensive risk plans

Comprehensive risk plans detailing specific risks affecting the different projects and associated contingency plans.

FP1: Mathematical modelling ESR 7 - ESR 11

Annual Fall presentation of each ESR of WP3

CP3: Each ESR of WP3

Conference paper of each ESR of WP3 on final results/design

FP2: Preliminary results/design ESR 2 - ERS 6

Annual Fall presentation by each ESR of WP2 on preliminary results/design

CP1: ESR 1

Conference Paper for ESR 1

CP1: Each ESR of WP3

Conference paper of each ESR of WP3 on mathematical modelling

JP: Each ESR (IEEE, SPIE, etc. ESR 1

Journal publication from ESR 1 (IESS, SPIS,...).

PhD thesis of each ESR of WP4

Due date with respect to project start.Individual PhD thesis of each ESR of WP4 (Lead beneficiaries of the individual deliverables:PhD thesis of ESR 12 (D4.24): INSPhD thesis of ESR 13 (D4.25): INSPhD thesis of ESR 14 (D4.26): UPBPhD thesis of ESR 15 (D4.27): UPB

CP2: Each ESR of WP2

Conference paper of each ESR from WP2 on Preliminary results/design

MSS: Scientific Presentation for each ESR at Midterm Summer School ESR 1

Scientific presentation by ESR 1 at Midterm Summer School

FP3: Final results/design ESR 7 - ESR 11

Annual Fall presentation of each ESR of WP3 on final results/design (D3.22).

Other (1)

Recruitment strategy

Strategic plan for the recruitment of the ESRs (D7.1)

Publications

Conference proceedings (71)

2HDED:Net for Joint Depth Estimation and Image Deblurring from a Single Out-of-Focus Image

Author(s): Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes, Víctor M. Brea, Daniela Coltuc
Published in: 2022 IEEE International Conference on Image Processing (ICIP), 2024, Page(s) 2006-2010
Publisher: IEEE
DOI: 10.1109/icip46576.2022.9897352

A Subdivision-Fusion Algorithm for Radar Range Super-Resolution in Gapped Bands

Author(s): Sanhita Guha, Andreas Bathelt, Joachim Ender
Published in: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023, Issue July 16 – July 21, 2023, 2023, Page(s) N/A, ISBN 979-8-3503-2010-7
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10281967

Fast Time-Domain Super-Resolution for Single-Shot Multi- Path ToF Imaging

Author(s): Peyman F. Shahandashti, P. López, V.M. Brea, D. García-Lesta, Miguel Heredia Conde
Published in: 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024, Page(s) 1-4, ISBN 978-1-6654-8823-5
Publisher: IEEE
DOI: 10.1109/icecs202256217.2022.9971122

Ice Cover Delineation Over Devon Iceland Using Sentinel Polarimetric SAR and Optical Data

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
Published in: 2023 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea), 2024, Page(s) 415-420
Publisher: IEEE
DOI: 10.1109/metrosea58055.2023.10317415

Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery

Author(s): Reza, Mohammadi Asiyabi; Mihai, Datcu
Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Issue 11-16 July 2021, 2021, Page(s) 2620-2623, ISBN 978-1-6654-0369-6
Publisher: IEEE
DOI: 10.5281/zenodo.6220982

Coregistration of Airborne Synthetic Aperture Radar Data using Optical Flow

Author(s): Prithvi Laguduvan Thyagarajan; Patrick Berens; Holger Nies; Ivo Ihrke
Published in: EUSAR 2022; 14th European Conference on Synthetic Aperture Radar, Issue 4, 2022, ISBN 978-3-8007-5823-4
Publisher: VDE VERLAG
DOI: 10.5281/zenodo.6189985

Reference target extraction for point cloud intensity normalization in Scan to BIM

Author(s): Rabia Rashdi, Zhouyan Qiu, Pedro Arias, Joaquín Martínez Sánchez
Published in: 41st EARSeL Symposium 2022, 2022, Page(s) Poster
Publisher: EARSeL Symposium 2022
DOI: 10.5281/zenodo.10828057

Edge-preserving Smoothing Regularization for Monocular Depth Estimation

Author(s): Nazir, Saqib; Coltuc, Daniela
Published in: 26th International Conference on Automation and Computing (ICAC), Issue 11-16 July 2021, 2021, Page(s) 1-6, ISBN 978-1-86043-557-7
Publisher: IEEE
DOI: 10.5281/zenodo.6477048

Goal-Oriented Semantic Modules for SAR Ship Detection

Author(s): Mobina Keymasi, Omid Ghozatlou, Mihai Datcu
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.10627932

Comparative Studies on Similarity Distances for Remote Sensing Image Classification

Author(s): Omid Ghozatlou, Mihai Datcu
Published in: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), 2024, Page(s) 1-6
Publisher: IEEE
DOI: 10.1109/ipas55744.2022.10052824

Analyzing Temporal Changes in the Danube Delta: A Time Series Study with Co-registered Sentinel-1 and Sentinel-2 Data

Author(s): Keymasi, Mobina; Datcu, Mihai
Published in: IEEE Conference on Advanced Topics on Measurement and Simulation 2024, Issue 7, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13453461

Towards Zero-power 3D Imaging: VLC-assisted Passive ToF Sensing

Author(s): Faisal Ahmed, Miguel Heredia Conde, Paula López Martínez
Published in: International Symposium in Computational Sensing, Issue 12-14 Jun. 2023, 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2307.08445

Polarimetric decomposition for an unsupervised ice separation approach using the CFAR method

Author(s): Muhammad Amjad Iqbal; Andrei Anghel; Mihai Datcu
Published in: 11th International Workshop on Sea Ice Modelling, Assimilation, Observations, Predictions and Verification, Issue 25, 2023
Publisher: 11th International Workshop on Sea Ice Modelling, Assimilation, Observations, Predictions and Verification
DOI: 10.5281/zenodo.7741683

Early Vision on the Focal-Plane with High Dynamic Range Pixels

Author(s): Marko Jaklin, Daniel García-Lesta, Paula López Martínez, Víctor Manuel Brea
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13842741

Hybrid Gan and Spectral Angular Distance for Cloud Removal

Author(s): Omid Ghozatlou, Mihai Datcu
Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Issue 11-16 July 2021, 2024, Page(s) 2695-2698, ISBN 978-1-6654-0369-6
Publisher: IEEE
DOI: 10.1109/igarss47720.2021.9554891

Gan-Based Ocean Pattern SAR Image Augmentation

Author(s): Omid Ghozatlou, Mihai Datcu, Bertrand Chapron
Published in: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, Issue 33, 2024, Page(s) 4056-4059
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10283353

On the Formulation of Coded Demodulation and 3D Reconstruction in Rotating PB-ToF Sensors

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), Issue 04-08 Sep. 2023, 2023, Page(s) 1943-1947
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/eusipco58844.2023.10289925

SAR Tomography Reconstruction using ISTA and GLRT Techniques

Author(s): Prithvi Laguduvan Thyagarajan, Holger Nies, Othmar Frey, Joachim Ender, Ivo Ihrke
Published in: 2023 8th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Issue 89, 2024, Page(s) 1-6, ISBN 979-8-3503-9359-0
Publisher: IEEE
DOI: 10.1109/apsar58496.2023.10389006

Elevation profile estimation for single pass bi-static SAR tomography using Compressed Sensing

Author(s): Saravanan Nagesh, Andrei Anghel, Joachim Ender
Published in: IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023, Issue July 16 – July 21, 2023, 2023, Page(s) N/A, ISBN 979-8-3503-2010-7
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10282952

Recent Advances in Computational Time-of-Flight Imaging

Author(s): Miguel Heredia Conde, Alvaro Lopez Paredes, Faisal Ahmed, Peyman F. Shahandashti, Paula López
Published in: 2023 57th Asilomar Conference on Signals, Systems, and Computers, Issue 57th Asilomar Conference, Oct-2023, 2024, Page(s) 1166-1173
Publisher: IEEE
DOI: 10.1109/ieeeconf59524.2023.10477005

A Comparison of Tomographic SAR Reconstruction Methods Using Spaceborne Data

Author(s): Prithvi Laguduvan Thyagarajan, Holger Nies, Florian Behner, Simon Reuter, Otmar Loffeld
Published in: 2021 18th European Radar Conference (EuRAD), Issue 11, 2022, Page(s) 269-272
Publisher: IEEE
DOI: 10.23919/eurad50154.2022.9784547

Active Learning with Deep Support Vector Data Description for Earth Observation Satellite Image Classification

Author(s): Omid Ghozatlou, Andrei Anghel, Mihai Datcu
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13837354

Complex-Valued Autoencoders with Coherence Preservation for SAR

Author(s): Mohammadi Asiyabi, Reza; Datcu, Mihai; Anghel, Andrei; Nies, Holger
Published in: EUSAR 2022, Issue 13, 2022
Publisher: VDE
DOI: 10.5281/zenodo.8089890

Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing

Author(s): Sanhita Guha; Mihai Datcu; Joachim Ender
Published in: 2022 IEEE International Geoscience and Remote Sensing Symposium, Issue 17-22 July 2022, 2022, ISBN 978-1-6654-2792-0
Publisher: IEEE
DOI: 10.1109/igarss46834.2022.9884535

Self-supervised Defocus Map Estimation and Auxiliary Image Deblurring Given a Single Defocused Image

Author(s): Saqib Nazir, Cristian Damian, Daniela Coltuc
Published in: 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Issue 34, 2024, Page(s) 464-470
Publisher: IEEE
DOI: 10.1109/dicta60407.2023.00070

On the De-Ramping of SLC-IW Tops SAR Data and Ocean Circulation Parameters Estimation

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
Published in: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Issue 13, 2022, Page(s) 6817-6820
Publisher: IEEE
DOI: 10.1109/igarss46834.2022.9884331

Exploiting Inverse SAR Images and Dual-Pol Decomposition for the Estimation of Tree Scattering Properties

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu, Andreas Bathelt, Stefan Sieger
Published in: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023, Page(s) 1622-1625
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10283004

Array Position Optimisation for Compressed Sensing MIMO Radar based on Mutual Coherence Minimisation

Author(s): Saravanan Nagesh; Joachim Ender; María A. González-Huici
Published in: 23rd International Radar Symposium, Issue 12-14 September 2022, 2022, ISBN 978-83-956020-5-4
Publisher: IEEE
DOI: 10.23919/irs54158.2022.9904978

Relevance Extraction from Sentinel-2 Multispectral Images using Deep Support Vector Data Description

Author(s): Ghozatlou, Omid; Heredia Conde, Miguel; Datcu, Mihai
Published in: living planet samposium, 23-27 May 2022, Issue 10, 2022
Publisher: living planet samposium
DOI: 10.13140/rg.2.2.22551.65442

Effective Very-wide-area 3D ToF Sensing

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde, Otmar Loffeld
Published in: 2021 IEEE Sensors, Issue 31 Oct - 3 Nov 2021, 2022, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/sensors47087.2021.9639585

Hybrid GAN and Fourier Transformation for SAR Ocean Pattern Image Augmentation

Author(s): Keymasi, Mobina; Ghozatlou, Omid; Adueze, Emmanuel Weridongha; Datcu, Mihai
Published in: IEEE International Workshop on Metrology for the Sea 2024, Issue 28, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13459340

A Novel Approach for Solving MPI for Multi-Target ToF Imaging Using Subdivision-Based Nested Compressed Sensing

Author(s): Sanhita Guha, Faisal Ahmed, Miguel Heredia Conde
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), Issue 4-8 Sep. 2023, 2023, Page(s) 1933-1937
Publisher: IEEE
DOI: 10.23919/eusipco58844.2023.10289807

Proposal of a Single-Shot Multi-Frame Multi-Frequency CMOS ToF Sensor

Author(s): Peyman Fayyaz-Shahandashti, Paula López Martínez, Víctor M. Brea, Daniel García-Lesta, Miguel Heredia-Conde
Published in: 28th IEEE International Confernce on Electronics Circuits and Systems, Issue 28 Nov - 1Dec 2021, 2021
Publisher: IEEE

Coherence, Distance and Error: Understanding Coded Demodulation in PB-ToF Imaging

Author(s): Álvaro López Paredes, Felipe Gutierrez-Barragan, Miguel Heredia-Conde
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue 18-21 Sep. 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13847687

Towards Optimal Binary Patterns for Compressive Terahertz Single-Pixel Imaging

Author(s): Adolphe Ndagijimana, Iñigo Ederra, and Miguel Heredia-Conde
Published in: 17th European Conference on Antennas and Propagation, Issue March 26 - March 31, 2024, 2024
Publisher: EURAP
DOI: 10.5281/zenodo.8289222

HDR 4T-APS Pixel for Event Generation by Frame Differencing

Author(s): Marko Jaklin; D. García-Lesta; V. M. Brea; P. López
Published in: 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), Issue 9-11 Aug. 2021, 2021
Publisher: IEEE
DOI: 10.1109/mwscas47672.2021.9531723

CS-ToF sensing by means of greedy bi-lateral fusion and near-to-optimal low-density codes

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde, Otmar Loffeld
Published in: 2022 30th European Signal Processing Conference (EUSIPCO), Issue 29 Aug.-02 Sep. 2022, 2022, Page(s) 1996-2000
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.6900404

Towards Complex-Valued Deep Architectures with Data Model Preservation for Sea Surface Current Estimation from SAR Data

Author(s): Muhammad Amjad Iqbal, Reza Mohammadi Asiyabi, Omid Ghozatlou, Andrei Anghel, Mihai Datcu
Published in: 20th International Conference on Content-based Multimedia Indexing, 2023
Publisher: ACM
DOI: 10.1145/3617233.3617271

Practical Low-density Codes for PB-ToF Sensing

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde
Published in: International Symposium in Computational Sensing, Issue 12-14 Jun. 2023, 2023
Publisher: arXiv
DOI: 10.48550/arxiv.2307.11909

Spatio-Temporal Super-Resolution for CS-Based ToF 3D Imaging

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde, Thoriq Ibrahim, Anh Ngoc Pham, Keiichiro Kagawa
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), Issue 04-08 Sep. 2023, 2023, Page(s) 461-465
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.23919/eusipco58844.2023.10289980

Influence of Waveform Orthogonality and Array Geometry on Compressed Sensing Algorithms for CDMA MIMO Radar

Author(s): Saravanan Nagesh; Joachim Ender; María A. González–Huici
Published in: 14th German Microwave Conference, Issue 16-18 May 2022, 2022, ISBN 978-3-9820397-2-5
Publisher: IEEE

Passive 3D Time-of-Flight Imaging leveraging VLC Infrastructure

Author(s): Faisal Ahmed, Miguel Heredia Conde, Paula Lopez Martinez, Thomas Kerstein, Bernd Buxbaum
Published in: 2022 IEEE Sensors, Issue 30 Oct. -2 Nov. 2022, 2022, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/sensors52175.2022.9967340

Randomised Compression Ratios for Effective Large Point Cloud Processing Using Compressive Sensing

Author(s): Zhouyan Qiu, Saravanan Nagesh, Joaquín Martínez-Sánchez, Pedro Arias
Published in: GeoAdvances 2024 – 8th International Conference on GeoInformation Advances, Issue 11–12 January 2024, 2024, ISSN 1682-1750
Publisher: Copernincus Publications
DOI: 10.5194/isprs-archives-xlviii-4-w9-2024-299-2024

Complex-Valued Autoencoder for Multi-Polarization SLC SAR Data Compression with Side Information

Author(s): Reza Mohammadi Asiyabi, Andrei Anghel, Paola Rizzoli, Michele Martone, Mihai Datcu
Published in: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2024, Page(s) 1787-1790
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10282287

A 2-Tap Macro-Pixel-Based Indirect ToF CMOS Image Sensor for Multi-Frequency Demodulation

Author(s): Peyman F. Shahandashti, P. López, V.M. Brea, D. García-Lesta, Miguel Heredia-Conde
Published in: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Issue 47, 2024, Page(s) 1430-1434
Publisher: IEEE
DOI: 10.1109/iscas48785.2022.9937277

Performance Evaluation of Spatial Modulation Patterns in Compressive Sensing Terahertz Imaging

Author(s): Adolphe Ndagijimana, Miguel Heredia Conde, Inigo Ederra
Published in: IEEE Sensors 2022, Issue October 30 – November 2, 2022, 2022
Publisher: IEEE
DOI: 10.5281/zenodo.7039043

Low-Power Techniques on a CMOS Vision Sensor Chip for Event Generation by Frame Differencing with High Dynamic Range

Author(s): Marko Jaklin, D. Garcia-Lesta, V.M. Brea, P. Lopez
Published in: 2022 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2023, Page(s) 1-4, ISBN 978-1-6654-8823-5
Publisher: IEEE
DOI: 10.1109/icecs202256217.2022.9970907

Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification

Author(s): Reza Mohammadi Asiyabi, Mihai Datcu, Holger Nies, Andrei Anghel
Published in: IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Issue 11, 2022, Page(s) 421-424
Publisher: IEEE
DOI: 10.1109/igarss46834.2022.9884081

Impact of Diffraction on Terahertz Compressed Sensing Single-Pixel ImagingCreators

Author(s): Ndagijimana, Adolphe; Ederra, Iñigo; Heredia Conde, Miguel
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging (CoSeRa),, Issue 18-20 September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.11065425

Comparative Study Of Road And Urban Object Classification Based On Mobile Laser Scanners

Author(s): Rabia Rashdi, Jesus Balado, Joaquin Martinez Sánchez, Pedro Arias
Published in: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 12th International Symposium on Mobile Mapping Technology, Issue May 24–26 2023, 2023, ISSN 1682-1750
Publisher: Copernicus Publications
DOI: 10.5194/isprs-archives-xlviii-1-w1-2023-423-2023

Gram-guider Error-correction for Highly-coherent Dictionaries and its Application to CS-ToF Imaging

Author(s): Álvaro López Paredes, Felipe Gutierrez-Barragan, Miguel Heredia-Conde
Published in: 32th European Signal Processing Conference, Issue August 26 – August 30, 2024, 2024
Publisher: EUSIPCO
DOI: 10.5281/zenodo.13847808

Coarse-to-fine Estimation: Compressive Sensing for High-Resolution Inverse SAR Imaging

Author(s): Muhammad Amjad Iqbal, Miguel Heredia Conde, Andrei Anghel, Mihai Datcu
Published in: EUSAR 2024, 2024
Publisher: VDE
DOI: 10.5281/zenodo.10695865

Doppler Centroid Estimation for Ocean Surface Current Retrieval from Sentinel-1 SAR Data

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
Published in: 2021 18th European Radar Conference (EuRAD), 2022
Publisher: IEEE
DOI: 10.23919/eurad50154.2022.9784550

Classification of Danube Delta boundaries by using machine learning algorithms on co-registered Sentinel-1 and Sentinel-2 data

Author(s): Mobina Keymasi, Omid Ghozatlou, Andrei Anghel, Mihai P. Datcu
Published in: Advanced Topics in Optoelectronics, Microelectronics, and Nanotechnologies XI, Issue 42, 2023, Page(s) 128
Publisher: SPIE
DOI: 10.1117/12.2654024

On two approaches to radar band fusion

Author(s): Sanhita Guha; Andreas Bathelt; Joachim Ender
Published in: 18th European Radar Conference, 2022
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.5836774

Edge-preserving Smoothing Regularization for Monocular Depth Estimation

Author(s): Saqib Nazir, Daniela Coltuc
Published in: 2021 26th International Conference on Automation and Computing (ICAC), 2022
Publisher: IEEE
DOI: 10.23919/icac50006.2021.9594153

Sparse Reconstruction for High-Resolution Inverse SAR Imaging

Author(s): Muhammad Amjad Iqbal, Miguel Heredia-Conde, Andrei Anghel, Mihai Datcu
Published in: Doctoral Symposium on Electronics, Telecommunications, and Information Technology, 2023
Publisher: CEUR Workshop Proceedings
DOI: 10.5281/zenodo.13353781

A Macro-Pixel Based RGBZ CMOS Image Sensor for Simultaneous Color and Multifrequency Depth Image Acquisition

Author(s): Peyman Fayyaz Shahandashti, Paula López Martínez, Víctor Manuel Brea, Daniel García-Lesta, Miguel Heredia-Conde
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13839358

CDS Free Frame Differencing Event Vision Pixel with Lateral Overflow Capacitor for Dynamic Range Extension

Author(s): Marko Jaklin, D. García-Lesta, P. López, V.M. Brea
Published in: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024, Page(s) 1-4, ISBN 979-8-3503-2649-9
Publisher: IEEE
DOI: 10.1109/icecs58634.2023.10382873

Sparse Randomised Projections for CS-CDMA MIMO radar

Author(s): Saravanan Nagesh, María A. González-Huici, Joachim Ender
Published in: 15th European Conference on Synthetic Aperture Radar (EUSAR 2024), Issue April 23 – April 26, 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13325292

An Efficient Compressive Learning Method on Earth Observation Data

Author(s): Mobina Keymasi, Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
Published in: IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 2023
Publisher: IEEE
DOI: 10.1109/igarss52108.2023.10281758

Evaluation and Comparison of Different Time of Flight Cameras for Outdoor Applications

Author(s): Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias
Published in: ISPRS Geospatial Week 2023, Issue 2–7 September 2023, 2023, ISSN 2194-9042
Publisher: Copernicus Publications
DOI: 10.5194/isprs-annals-x-1-w1-2023-17-2023

A novel license plate detection based Time-To-Collision calculation for forward collision warning using Azure Kinect

Author(s): Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias
Published in: 2022 IEEE 5th International Conference on Image Processing Applications and Systems (IPAS), Issue 05-07 December 2022, 2022, ISBN 978-1-6654-6220-4
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ipas55744.2022.10053071

Evaluation of Kalman Filter-Aided GIPS for Passive ToF 3D Sensing

Author(s): Ahmed, Faisal; Heredia Conde, Miguel; López Martínez, Paula
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue 7, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13835546

Assessment of mm-Wave High Resolution Inverse SAR Imaging both with Compact and Sparse Data

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu, Iñigo Ederra, Juan Carlos Iriarte
Published in: 2023 20th European Radar Conference (EuRAD), 2023, Page(s) 266-269
Publisher: IEEE
DOI: 10.23919/eurad58043.2023.10288621

Wavelet-Guided Deep Neural Network For Robust One-Class Classification

Author(s): Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
Published in: 2022 12th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), Issue 21, 2022, Page(s) 1-5
Publisher: IEEE
DOI: 10.1109/whispers56178.2022.9955071

Earth Observation Image Semantics: Latent Dirichlet Allocation Based Information Discovery

Author(s): Reza Mohammadi Asiyabi, Mihai Datcu
Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, Issue 3, 2022, Page(s) 2620-2623
Publisher: IEEE
DOI: 10.1109/igarss47720.2021.9553122

GIPS: Geometry-Inspired Passive ToF Sensing for 3D Depth Reconstruction

Author(s): Faisal Ahmed, Miguel Heredia Conde, Paula López Martínez
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), Issue 04-08 Sep. 2023, 2023, Page(s) 476-480
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.8142635

On the use of JPEG2000 for SAR raw data compression

Author(s): Reza Mohammadi Asiyabi, Andrei Anghel, Adrian Focsa, Mihai Datcu, Michele Martone, Paola Rizzoli, Ernesto Imbembo
Published in: EUSAR 2024, 2024
Publisher: VDE
DOI: 10.5281/zenodo.8246249

Pseudo-Passive Indoor ToF Sensing exploiting Visible Light Communication Sources

Author(s): Faisal Ahmed, Miguel Heredia Conde, Otmar Loffeld
Published in: 2021 IEEE Sensors, Issue 7, 2022, Page(s) 1-4
Publisher: IEEE
DOI: 10.1109/sensors47087.2021.9639696

Comparative analysis of image super-resolution: A concurrent study of RGB and depth images

Author(s): Zhouyan Qiu, Shang Zeng, Joaquín Martínez-Sánchez, Pedro Arias
Published in: The 6th International Workshop on the Theory of Computational Sensing and its applications to Radar, Multimodal Sensing, and Imaging, Issue 18-20 September 2024, 2024
Publisher: IEEE
DOI: 10.5281/zenodo.13823742

Peer reviewed articles (21)

Complex-Valued End-to-End Deep Network With Coherency Preservation for Complex-Valued SAR Data Reconstruction and Classification

Author(s): Reza Mohammadi Asiyabi, Mihai Datcu, Andrei Anghel, Holger Nies
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 61, 2024, Page(s) 1-17, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2023.3267185

Coastline Extraction From SAR Data Using Doppler Centroid Images

Author(s): Muhammad Amjad Iqbal, Andrei Anghel, Mihai Datcu
Published in: IEEE Geoscience and Remote Sensing Letters, Issue 19, 2022, Page(s) 1-5, ISSN 1545-598X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/lgrs.2022.3214496

Global shutter CMOS vision sensors and event cameras for on‐chip dynamic information

Author(s): Marko Jaklin, Daniel García‐Lesta, Paula López, Victor M. Brea
Published in: International Journal of Circuit Theory and Applications, Issue 52, 2024, Page(s) 3052-3065, ISSN 0098-9886
Publisher: John Wiley & Sons Inc.
DOI: 10.1002/cta.3925

Scanning Technologies to Building Information Modelling: A Review

Author(s): Rabia Rashdi, Joaquin Martínez-Sánchez, Pedro Arias, Zhouyan Qiu
Published in: Infrastructures, Issue Infrastructures 2022, 7(4), 49, 2022, ISSN 2412-3811
Publisher: MDPI
DOI: 10.3390/infrastructures7040049

A Review and a Perspective of Deep Active Learning for Remote Sensing Image Analysis: Enhanced adaptation to user conjecture

Author(s): Omid Ghozatlou, Mihai Datcu, Adrian Focsa, Miguel Heredia Conde, Silvia Liberata Ullo
Published in: IEEE Geoscience and Remote Sensing Magazine, 2024, Page(s) 2-26, ISSN 2168-6831
Publisher: IEEE Geosciene and Remote Sensing Society
DOI: 10.1109/mgrs.2024.3403423

Depth Estimation and Image Restoration by Deep Learning From Defocused Images

Author(s): Saqib Nazir, Lorenzo Vaquero, Manuel Mucientes, Víctor M. Brea, Daniela Coltuc
Published in: IEEE Transactions on Computational Imaging, Issue 9, 2023, Page(s) 607-619, ISSN 2333-9403
Publisher: IEEE Transactions on Computational Imaging
DOI: 10.1109/tci.2023.3288335

Single-pixel Compressive Terahertz 3D Imaging

Author(s): Adolphe Ndagijimana, Iñigo Ederra, Miguel Heredia Conde
Published in: IEEE Transactions on Computational Imaging, 2024, ISSN 2333-9403
Publisher: IEEE Transactions on Computational Imaging
DOI: 10.5281/zenodo.13383161

External multi-modal imaging sensor calibration for sensor fusion: A review

Author(s): Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias-Sánchez, Rabia Rashdi
Published in: Information Fusion, Issue Volume 97, 2023, ISSN 1566-2535
Publisher: Elsevier BV
DOI: 10.1016/j.inffus.2023.101806

A novel low-cost multi-sensor solution for pavement distress segmentation and characterization at night

Author(s): Zhouyan Qiu, Joaquín Martínez-Sánchez, Pedro Arias, Mihai Datcu
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue Volume 120, 2023, ISSN 1569-8432
Publisher: Elsevier BV
DOI: 10.1016/j.jag.2023.103331

Pseudo-Passive Time-of-Flight Imaging: Simultaneous Illumination, Communication, and 3D Sensing

Author(s): Faisal Ahmed, Miguel Heredia Conde, Paula López Martínez, Thomas Kerstein, Bernd Buxbaum
Published in: IEEE Sensors Journal, Issue Volume: 22, Issue: 21, 01 Nov. 2022, 2022, Page(s) 21218 - 21231, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2022.3208085

Simultaneous Multifrequency Demodulation for Single-Shot Multiple-Path ToF Imaging

Author(s): Peyman Fayyaz Shahandashti, Paula López, Víctor Manuel Brea, Daniel García-Lesta, Miguel Heredia Conde
Published in: IEEE Transactions on Computational Imaging, Issue 10, 2024, Page(s) 54-68, ISSN 2333-9403
Publisher: IEEE
DOI: 10.1109/tci.2023.3348758

Kalman Filter-Driven Blind Source Localization for Passive 3D ToF Imaging

Author(s): Faisal Ahmed, Miguel Heredia Conde, Paula López Martínez
Published in: IEEE Sensors Letters, Issue Volume: 7, Issue: 10, Oct. 2023, 2023, ISSN 2475-1472
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/lsens.2023.3309264

Low-cost mobile mapping system solution for traffic sign segmentation using Azure Kinect

Author(s): Zhouyan Qiu, Joaquín Martínez-Sánchez, Víctor Manuel Brea, Paula López, Pedro Arias
Published in: International Journal of Applied Earth Observation and Geoinformation, Issue Volume 112, 2022, ISSN 1569-8432
Publisher: Elsevier BV
DOI: 10.1016/j.jag.2022.102895

Earth Observation Semantic Data Mining: Latent Dirichlet Allocation-Based Approach

Author(s): Reza Mohammadi Asiyabi, Mihai Datcu
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 15, 2024, Page(s) 2607-2620, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstars.2022.3159277

Performance Analysis of Optical Flow Techniques for Airborne SAR Image Registration

Author(s): Prithvi Laguduvan Thyagarajan, Holger Nies, Patrick Berens, Ivo Ihrke
Published in: IEEE Transactions on Geoscience and Remote Sensing, Issue 62, 2024, Page(s) 1-11, ISSN 0196-2892
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tgrs.2024.3369402

Sequence Optimization for Compressed Sensing CDMA MIMO Radar via Mutual CoherenceMinimization

Author(s): Saravanan Nagesh, María A. González-Huici, Andreas Bathelt, Miguel Heredia Conde, Joachim Ender
Published in: IET Radar Sonar Navigation, Issue Volume 18, Issue 7, 2024, Page(s) 1178-1192, ISSN 1751-8792
Publisher: IET
DOI: 10.1049/rsn2.12555

Query by Example in Remote Sensing Image Archive Using Enhanced Deep Support Vector Data Description

Author(s): Omid Ghozatlou, Miguel Heredia Conde, Mihai Datcu
Published in: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Issue 16, 2024, Page(s) 1197-1210, ISSN 1939-1404
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstars.2022.3233105

Radar Band Fusion Using Frame-Based Compressed Sensing

Author(s): Sanhita Guha; Andreas Bathelt; Miguel Heredia Conde; Joachim Ender
Published in: IEEE Journal of Selected Topics in Signal Processing, Issue Volume: 17, Issue: 2, 2023, Page(s) 403 - 415, ISSN 1932-4553
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jstsp.2022.3220403

Performance Evaluation of State-of-the-Art High-Resolution Time-of-Flight Cameras

Author(s): Alvaro Lopez Paredes, Qiang Song, Miguel Heredia Conde
Published in: IEEE Sensors Journal, Issue Volume: 23, Issue: 12, 15 Jun. 2023, 2023, Page(s) 13711 - 13727, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2023.3273165

Sparsity-aware 3D ToF Sensing

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde, Otmar Loffeld
Published in: IEEE Sensors Journal, Issue Volume: 23, Issue: 4, 15 February 2023, 2023, Page(s) 3973-3989, ISSN 1530-437X
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/jsen.2023.3234533

Comparative Evaluation of LiDAR Systems for Transport Infrastructure: Case Studies and Performance Analysis

Author(s): Rabia Rashdi, Iván Garrido, Jesús Balado, Pablo Del Río-Barral, Juan Luis Rodríguez-Somoza & Joaquín Martínez-Sánchez
Published in: European Journal of Remote Sensing, Issue Feb 16- 2024, 2024, ISSN 2279-7254
Publisher: Taylor & Francis
DOI: 10.1080/22797254.2024.2316304

Book chapters (2)

Multi-sensor Characteristics and Application-based Processing

Author(s): Zhouyan Qiu, Pedro Arias-Sánchez, Joaquín Martínez-Sánchez
Published in: ATHENA Research Book,Volume 1, 2024, ISBN 978-961-286-658-7
Publisher: University of Maribor, University Press
DOI: 10.18690/um.3.2022.18

iDFD: A Dataset Annotated for Depth and Defocus

Author(s): Saqib Nazir, Zhouyan Qiu, Daniela Coltuc, Joaquín Martínez-Sánchez, Pedro Arias
Published in: Lecture Notes in Computer Science, Image Analysis, 2023, Page(s) 67-83
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-31435-3_5