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

Deliverables

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

MSS: Scientific Presentation ESR 2 - ESR 6

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

Comprehensive risk plans

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

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

CP1: Each ESR of WP3

Conference paper of each ESR of WP3 on mathematical modelling

FP1: Mathematical modelling: Paper ESR 1

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

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

CP1: Each ESR of WP2

Conference paper by each ESR of WP2 on Mathematic Modelling

FP1: Mathematical modelling ESR 7 - ESR 11

Annual Fall presentation of each ESR of WP3

CP1: ESR 1

Conference Paper for ESR 1

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

Scientific presentation by ESR 1 at Midterm Summer School

Recruitment strategy

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

Publications

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

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

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

Hybrid GAN and Spectral Angular Distance for Cloud Removal

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

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

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.5336662

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: 18th European Radar Conference, 2021
Publisher: Institute of Electrical and Electronics Engineers (IEEE)

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

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

Effective Very-wide-area 3D ToF Sensing

Author(s): Alvaro Lopez Paredes, Miguel Heredia Conde, Otmar Loffeld
Published in: IEEE SENSORS 2021, Issue 31 Oct.-3 Nov. 2021, 2021
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.6023977

A Novel Approach for Solving MPI for Multi-Target ToF Imaging using Subdivision-based NestedCompressed Sensing

Author(s): Sanhita Guha, Faisal Ahmed, Miguel Heredia Conde
Published in: 2023 31st European Signal Processing Conference (EUSIPCO), Issue 04-08 Sep. 2023, 2023, Page(s) 1933-1937
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.8141659

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

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

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: 10.1109/igarss47720.2021.9553122

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: IEEE SENSORS 2022, Issue 30 Oct.-2 Nov. 2022, 2022
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.5281/zenodo.6873774

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

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

Pseudo-Passive Indoor ToF Sensing exploiting Visible Light Communication Sources

Author(s): Faisal Ahmed, Miguel Heredia Conde, Otmar Loffeld
Published in: IEEE SENSORS 2021, Issue 31 Oct.-3 Nov. 2021, 2021
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/sensors47087.2021.9639696

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

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

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

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

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