Image Quality Assessment and Outliers Filtering in an Image-Based Animal Supervision System. - Ehsan Khoramshahi; Juha Hietaoja; Anna Valros; Jinhyeon Yun; Matti Pastell (Int. J. Agric. Environ. Inf. Syst., 2015)

Predicting farrowing of sows housed in crates and pens using accelerometers and CUSUM charts. - Matti Pastell; Juha Hietaoja; Jinhyeon Yun; M. Johannes Tiusanen; Anna Valros (Comput. Electron. Agric., 2016)

Is one annotation enough? - A data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (NeurIPS, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)

Datasets for a data-centric image classification benchmark for noisy and ambiguous label estimation. - Lars Schmarje; Vasco Grossmann; Claudius Zelenka; Sabine Dippel; Rainer Kiko; Mariusz Oszust; Matti Pastell; Jenny Stracke; Anna Valros; Nina Volkmann; Reinhard Koch (Zenodo, 2022)