Martin Simon

Orcid: 0000-0001-6393-2938

According to our database1, Martin Simon authored at least 32 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
MagneticPillars: Efficient Point Cloud Registration through Hierarchized Birds-Eye-View Cell Correspondence Refinement.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Click, Crop & Detect: One-Click Offline Annotation for Human-in-the-Loop 3D Object Detection on Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Point cloud processing for environmental analysis in autonomous driving using deep learning.
PhD thesis, 2023

Application of the LSTM Models for Baltic Sea Wave Spectra Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Bayesian synthetic likelihood for stochastic models with applications in mathematical finance.
Frontiers Appl. Math. Stat., 2023

2022
StickyLocalization: Robust End-To-End Relocalization on Point Clouds using Graph Neural Networks.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Online Teamteaching als Inverted Classroom - Erfahrungen aus den Pandemie-Semestern.
Proceedings of the Software Engineering im Unterricht der Hochschulen, 2022

Designing Urban Participation Platforms - Model for Goal-oriented Classification of Participation Mechanisms.
Proceedings of the 35th Bled eConference - Digital Restructuring and Human (Re)action, June 26, 2022

2021
Confidence Score: The Forgotten Dimension of Object Detection Performance Evaluation.
Sensors, 2021

Multilevel Monte Carlo learning.
CoRR, 2021

A Benchmark for Spray from Nearby Cutting Vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

About the Ambiguity of Data Augmentation for 3D Object Detection in Autonomous Driving.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Boosting Instance Segmentation with Synthetic Data: A study to overcome the limits of real world data sets.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Effects of annotation quality on model performance.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2021

StickyPillars: Robust and Efficient Feature Matching on Point Clouds Using Graph Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Virtual Companion for Meditation Applications.
Proceedings of the 27th Americas Conference on Information Systems, 2021

2020
StickyPillars: Robust feature matching on point clouds using Graph Neural Networks.
CoRR, 2020

2019
Points2Pix: 3D Point-Cloud to Image Translation using conditional Generative Adversarial Networks.
CoRR, 2019

WoodScape: A Multi-Task, Multi-Camera Fisheye Dataset for Autonomous Driving.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Points2Pix: 3D Point-Cloud to Image Translation Using Conditional GANs.
Proceedings of the Pattern Recognition, 2019

Complexer-YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Complex-YOLO: Real-time 3D Object Detection on Point Clouds.
CoRR, 2018

Monocular Fisheye Camera Depth Estimation Using Semi-supervised Sparse Velodyne Data.
CoRR, 2018

Monocular Fisheye Camera Depth Estimation Using Sparse LiDAR Supervision.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Efficient Semantic Segmentation for Visual Bird's-Eye View Interpretation.
Proceedings of the Intelligent Autonomous Systems 15, 2018

Complex-YOLO: An Euler-Region-Proposal for Real-Time 3D Object Detection on Point Clouds.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2015
A partially reflecting random walk on spheres algorithm for electrical impedance tomography.
J. Comput. Phys., 2015

2013
Patch-based label fusion using local confidence-measures and weak segmentations.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012
Multi-object active shape model construction for abdomen segmentation: Preliminary results.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2007
An 802.11a/b/g RF Transceiver in an SoC.
Proceedings of the 2007 IEEE International Solid-State Circuits Conference, 2007

2003
A quad-band low power single chip direct conversion CMOS transceiver with ΣΔ-modulation loop for GSM.
Proceedings of the ESSCIRC 2003, 2003


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