Dominik Belter

Dominik Belter

Politechnika Poznanska

H-index: 19

Europe-Poland

About Dominik Belter

Dominik Belter, With an exceptional h-index of 19 and a recent h-index of 16 (since 2020), a distinguished researcher at Politechnika Poznanska, specializes in the field of Walking robots, Artificial Intelligence, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Mixing Synthetic and Real-world Datasets Strategy for Improved Generalization of the CNN

Deep Learning for Small and Tiny Object Detection: A Survey

NeRF-based RGB-D Images Generation in Robotics–Experimental Study

Direct Object Reconstruction on RGB-D Images in Cluttered Environment

On the importance of the RGB-D sensor model in the CNN-based robotic perception

Comparison of machine learning techniques for self-collisions checking of manipulating robots

3D Reconstruction of Non-Visible Surfaces of Objects from a Single Depth View–Comparative Study

Neural-Based Detection and Segmentation of Articulated Objects for Robotic Interaction in a Household Environment

Dominik Belter Information

University

Position

Institute of Robotics and Machine Intelligence

Citations(all)

1179

Citations(since 2020)

609

Cited By

819

hIndex(all)

19

hIndex(since 2020)

16

i10Index(all)

35

i10Index(since 2020)

21

Email

University Profile Page

Politechnika Poznanska

Google Scholar

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Dominik Belter Skills & Research Interests

Walking robots

Artificial Intelligence

Machine Learning

Top articles of Dominik Belter

Title

Journal

Author(s)

Publication Date

Mixing Synthetic and Real-world Datasets Strategy for Improved Generalization of the CNN

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Kamil Młodzikowski

Dominik Belter

2023

Deep Learning for Small and Tiny Object Detection: A Survey

Aleksandra Kos

Dominik Belter

Karol Majek

2023

NeRF-based RGB-D Images Generation in Robotics–Experimental Study

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Bartłomiej Kulecki

Dominik Belter

2023

Direct Object Reconstruction on RGB-D Images in Cluttered Environment

Mikołaj Zieliński

Bartłomiej Kulecki

Dominik Belter

2023/9/4

On the importance of the RGB-D sensor model in the CNN-based robotic perception

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Mikołaj Zieliński

Dominik Belter

2023

Comparison of machine learning techniques for self-collisions checking of manipulating robots

Adam Krawczyk

Jakub Marciniak

Dominik Belter

2023/8/22

3D Reconstruction of Non-Visible Surfaces of Objects from a Single Depth View–Comparative Study

Wojciechowski A.(Ed.), Lipiński P.(Ed.)., Progress in Polish Artificial Intelligence Research 4, Seria: Monografie Politechniki Łódzkiej Nr. 2437, Wydawnictwo Politechniki Łódzkiej, Łódź 2023, ISBN 978-83-66741-92-8, doi: 10.34658/9788366741928.

Rafał Staszak

Piotr Michałek

Jakub Chudziński

Marek Kopicki

Dominik Belter

2023

Neural-Based Detection and Segmentation of Articulated Objects for Robotic Interaction in a Household Environment

Applied Sciences

Arkadiusz Mula

Kamil Młodzikowski

Patryk Gawron

Dominik Belter

2023/7/28

Stereo plane R-CNN: Accurate scene geometry reconstruction using planar segments and camera-agnostic representation

IEEE Robotics and Automation Letters

Jan Wietrzykowski

Dominik Belter

2022/2/14

What's on the other side? a single-view 3d scene reconstruction

Rafał Staszak

Bartłomiej Kulecki

Witold Sempruch

Dominik Belter

2022/12/11

Intuicyjny interfejs programowania robota z neuronowymi modułami do interpretacji sceny

Prace Naukowe Politechniki Warszawskiej. Elektronika

Bartłomiej Kulecki

Dominik Belter

2022

CNN-based Joint State Estimation During Robotic Interaction with Articulated Objects

Kamil Młodzikowski

Dominik Belter

2022/12/11

Where to look for tiny objects? ROI prediction for tiny object detection in high resolution images

Aleksandra Kos

Karol Majek

Dominik Belter

2022/12/11

Informed guided rapidly-exploring random trees-connect for path planning of walking robots

Dominik Belter

2022/12/11

3D Object Localization With 2D Object Detector and 2D Localization

Rafał Staszak

Dominik Belter

2022/12/11

3d dense mapping with the graph of keyframe-based and view-dependent local maps

Journal of Intelligent & Robotic Systems

Krzysztof Zieliński

Rafał Staszak

Mikołaj Nowaczyk

Dominik Belter

2021/10

Practical aspects of detection and grasping objects by a mobile manipulating robot

Industrial Robot: the international journal of robotics research and application

Bartłomiej Kulecki

Kamil Młodzikowski

Rafał Staszak

Dominik Belter

2021/9/21

Evaluation of hand-eye calibration algorithms in application to robotic flexible manufacturing systems

Jakub Chudziński

Dominik Belter

Filip Jarecki

Michał Spławski

Paweł Drapikowski

...

2021/3/18

Convolutional Neural Network-Based Local Obstacle Avoidance for a Mobile Robot

Milena Molska

Dominik Belter

2021/3/18

Cnn-based foothold selection for mechanically adaptive soft foot

Jakub Bednarek

Noel Maalouf

Mathew J Pollayil

Manolo Garabini

Manuel G Catalano

...

2020/10/24

See List of Professors in Dominik Belter University(Politechnika Poznanska)

Co-Authors

H-index: 43
Donald Wlodkowic

Donald Wlodkowic

RMIT University

H-index: 22
Piotr Skrzypczynski

Piotr Skrzypczynski

Politechnika Poznanska

H-index: 18
Michał R. Nowicki

Michał R. Nowicki

Politechnika Poznanska

H-index: 17
Krzysztof Walas

Krzysztof Walas

Politechnika Poznanska

H-index: 17
Marek Kopicki

Marek Kopicki

University of Birmingham

H-index: 13
Hsiu-Chin Lin

Hsiu-Chin Lin

McGill University

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