Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation

no code implementations • 29 Sep 2023 • Zhan Xiong, Junling He, Pieter Valkema, Tri Q. Nguyen, Maarten Naesens, Jesper Kers, Fons J. Verbeek

On a dataset of 303 ROIs (from 148 Jones' silver-stained renal WSIs), it outperforms state of art models, achieving AP of 52. 1\% (detection) and 46. 8\% (segmentation).

Instance Segmentation Lesion Classification +3

Anomalous NO2 emitting ship detection with TROPOMI satellite data and machine learning

no code implementations • 24 Feb 2023 • Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek, Cor J. Veenman

It is based on a proposed regression model predicting the amount of $\text{NO}_\text{2}$ that is expected to be produced by a ship with certain properties operating in the given atmospheric conditions.

Supervised segmentation of NO2 plumes from individual ships using TROPOMI satellite data

no code implementations • 14 Mar 2022 • Solomiia Kurchaba, Jasper van Vliet, Fons J. Verbeek, Jacqueline J. Meulman, Cor J. Veenman

This work is a crucial step toward the development of an automated procedure for global ship emission monitoring using remote sensing data.

Probabilistic Inference for Camera Calibration in Light Microscopy under Circular Motion

1 code implementation • 30 Oct 2019 • Yuanhao Guo, Fons J. Verbeek, Ge Yang

Robust and accurate camera calibration is essential for 3D reconstruction in light microscopy under circular motion.

3D Reconstruction Camera Calibration +2