Grzegorz Cielniak

Grzegorz Cielniak

University of Lincoln

H-index: 28

Europe-United Kingdom

About Grzegorz Cielniak

Grzegorz Cielniak, With an exceptional h-index of 28 and a recent h-index of 22 (since 2020), a distinguished researcher at University of Lincoln, specializes in the field of Mobile Robotics, Agricultural Robotics, Machine Vision, AI, Chronorobotics.

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

Lincoln's Annotated Spatio-Temporal Strawberry Dataset (LAST-Straw)

Vision based crop row navigation under varying field conditions in arable fields

Channel Randomisation: Self-Supervised Representation Learning for Reliable Visual Anomaly Detection in Specialty Crops

A Unified Topological Representation for Robotic Fleets in Agricultural Applications

Key Point-Based Orientation Estimation of Strawberries for Robotic Fruit Picking

Deep learning‐based crop row detection for infield navigation of agri‐robots

Motion-Based Segmentation Utilising Oscillatory Plant Properties

An Agricultural Precision Sprayer Deposit Identification System

Grzegorz Cielniak Information

University

Position

Associate Professor in Robotics

Citations(all)

2909

Citations(since 2020)

1703

Cited By

1735

hIndex(all)

28

hIndex(since 2020)

22

i10Index(all)

49

i10Index(since 2020)

35

Email

University Profile Page

University of Lincoln

Google Scholar

View Google Scholar Profile

Grzegorz Cielniak Skills & Research Interests

Mobile Robotics

Agricultural Robotics

Machine Vision

AI

Chronorobotics

Top articles of Grzegorz Cielniak

Title

Journal

Author(s)

Publication Date

Lincoln's Annotated Spatio-Temporal Strawberry Dataset (LAST-Straw)

arXiv preprint arXiv:2403.00566

Katherine Margaret Frances James

Karoline Heiwolt

Daniel James Sargent

Grzegorz Cielniak

2024/3/1

Vision based crop row navigation under varying field conditions in arable fields

Computers and Electronics in Agriculture

Rajitha de Silva

Grzegorz Cielniak

Junfeng Gao

2024/2/1

Channel Randomisation: Self-Supervised Representation Learning for Reliable Visual Anomaly Detection in Specialty Crops

Available at SSRN 4756089

Taeyeong Choi

Owen Would

Adrian Salazar-Gomez

Xin Liu

Grzegorz Cielniak

2024

A Unified Topological Representation for Robotic Fleets in Agricultural Applications

Authorea Preprints

Gautham Das

Grzegorz Cielniak

James Heselden

Simon Pearson

Francesco Del Duchetto

...

2023/9/1

Key Point-Based Orientation Estimation of Strawberries for Robotic Fruit Picking

Justin Le Louëdec

Grzegorz Cielniak

2023/9/21

Deep learning‐based crop row detection for infield navigation of agri‐robots

Journal of Field Robotics

Rajitha De Silva

Grzegorz Cielniak

Gang Wang

Junfeng Gao

2023

Motion-Based Segmentation Utilising Oscillatory Plant Properties

Nikolaus Wagner

Grzegorz Cielniak

2023/6/2

An Agricultural Precision Sprayer Deposit Identification System

Harry Rogers

Beatriz De La Iglesia

Tahmina Zebin

Grzegorz Cielniak

Ben Magri

2023/8/26

Plant Phenotyping Using DLT Method: Towards Retrieving the Delicate Features in a Dynamic Environment

Srikishan Vayakkattil

Grzegorz Cielniak

Marcello Calisti

2023/9/8

Enabling Robot Autonomy through a Modular Software Framework

Fetullah Atas

Grzegorz Cielniak

Lars Grimstad

2023/5/29

The ILIAD Safety Stack: Human-Aware Infrastructure-Free Navigation of Industrial Mobile Robots

IEEE Robotics & Automation Magazine

Sergi Molina

Anna Mannucci

Martin Magnusson

Daniel Adolfsson

Henrik Andreasson

...

2023/8/11

An Automated Precision Spraying Evaluation System

Harry Rogers

Beatriz De La Iglesia

Tahmina Zebin

Grzegorz Cielniak

Ben Magri

2023/9/8

Statistical shape representations for temporal registration of plant components in 3D

Karoline Heiwolt

Cengiz Öztireli

Grzegorz Cielniak

2023/5/29

Navigating in 3D Uneven Environments Through Supervoxels and Nonlinear MPC

Fetullah Atas

Grzegorz Cielniak

Lars Grimstad

2023/9/4

Bacchus Long‐Term (BLT) data set: Acquisition of the agricultural multimodal BLT data set with automated robot deployment

Journal of Field Robotics

Riccardo Polvara

Sergi Molina

Ibrahim Hroob

Alexios Papadimitriou

Konstantinos Tsiolis

...

2023/8/3

Towards Safe Robotic Agricultural Applications: Safe Navigation System Design for a Robotic Grass-Mowing Application through the Risk Management Method

Robotics

José Carlos Mayoral Baños

Pål Johan From

Grzegorz Cielniak

2023/4/23

S-NET: End-to-end Unsupervised Learning of Long-Term 3D Stable objects

Ibrahim Hroob

Sergio Molina Mellado

Riccardo Polvara

Grzegorz Cielniak

Marc Hanheide

2023/7/4

Learned Long-Term Stability Scan Filtering for Robust Robot Localisation in Continuously Changing Environments

Ibrahim Hroob

Sergi Molina

Riccardo Polvara

Grzegorz Cielniak

Marc Hanheide

2023/9/4

Crop Row Switching for Vision-Based Navigation: A Comprehensive Approach for Efficient Crop Field Navigation

arXiv preprint arXiv:2309.11989

Rajitha de Silva

Grzegorz Cielniak

Junfeng Gao

2023/9/21

Vision-based Monitoring of the Short-term Dynamic Behaviour of Plants for Automated Phenotyping

Nikolaus Wagner

Grzegorz Cielniak

2023/2/10

See List of Professors in Grzegorz Cielniak University(University of Lincoln)

Co-Authors

H-index: 132
Wolfram Burgard

Wolfram Burgard

Albert-Ludwigs-Universität Freiburg

H-index: 55
Achim J. Lilienthal

Achim J. Lilienthal

Örebro Universitet

H-index: 51
Tom Duckett

Tom Duckett

University of Lincoln

H-index: 43
Tomas Krajnik

Tomas Krajnik

Ceské vysoké ucení technické v Praze

H-index: 41
Maren Bennewitz

Maren Bennewitz

Rheinische Friedrich-Wilhelms-Universität Bonn

H-index: 37
Simon Pearson

Simon Pearson

University of Lincoln

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