Matti Pastell

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 9

Top Topics

Similarity Index

Scientific Fields

Accelerometer Data

Image Classification

Top Venues

Comput. Electron. Agric.

Int. J. Agric. Environ. Inf. Syst.

Publications

Victor Bloch, Lilli Frondelius, Claudia Arcidiacono, Massimo Mancino, Matti Pastell
Development and Analysis of a CNN- and Transfer-Learning-Based Classification Model for Automated Dairy Cow Feeding Behavior Recognition from Accelerometer Data. Sensors 23 (5) (2023)
Provvidenza Rita D'Urso, Claudia Arcidiacono, Matti Pastell, Giovanni Cascone
Assessment of a UWB Real Time Location System for Dairy Cows' Monitoring. Sensors 23 (10) (2023)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation. CoRR (2022)
Lars Schmarje, Vasco Grossmann, Claudius Zelenka, Sabine Dippel, Rainer Kiko, Mariusz Oszust, Matti Pastell, Jenny Stracke, Anna Valros, Nina Volkmann, Reinhard Koch
Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. NeurIPS (2022)
Claudia Arcidiacono, M. Mancino, S. M. C. Porto, Victor Bloch, Matti Pastell
IoT device-based data acquisition system with on-board computation of variables for cow behaviour recognition. Comput. Electron. Agric. 191 (2021)
Victor Bloch, Matti Pastell
Monitoring of Cow Location in a Barn by an Open-Source, Low-Cost, Low-Energy Bluetooth Tag System. Sensors 20 (14) (2020)
Matti Pastell, Lilli Frondelius
A hidden Markov model to estimate the time dairy cows spend in feeder based on indoor positioning data. Comput. Electron. Agric. 152 (2018)
Matti Pastell
Weave.jl: Scientific Reports Using Julia. J. Open Source Softw. 2 (11) (2017)
Matti Pastell, Juha Hietaoja, Jinhyeon Yun, M. Johannes Tiusanen, Anna Valros
Predicting farrowing of sows housed in crates and pens using accelerometers and CUSUM charts. Comput. Electron. Agric. 127 (2016)
Ehsan Khoramshahi, Juha Hietaoja, Anna Valros, Jinhyeon Yun, Matti Pastell
Image Quality Assessment and Outliers Filtering in an Image-Based Animal Supervision System. Int. J. Agric. Environ. Inf. Syst. 6 (2) (2015)
Matti Pastell, Henrik Madsen
Application of CUSUM charts to detect lameness in a milking robot. Expert Syst. Appl. 35 (4) (2008)