Thomas Andrew Lampert

According to our database, Thomas Andrew Lampert authored at least 31 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Vampire: A smart energy meter for synchronous monitoring in a distributed computer system.

Antonio F. Díaz, Beatriz Prieto, Juan José Escobar, Thomas Andrew Lampert

J. Parallel Distributed Comput., February, 2024

Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision.

Zeeshan Nisar, Thomas Andrew Lampert

CoRR, 2024

2023

Constrained DTW preserving shapelets for explainable time-series clustering.

Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet

Pattern Recognit., November, 2023

Learning domain invariant representations of heterogeneous image data.

Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski

Mach. Learn., October, 2023

HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology.

Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert

Knowl. Based Syst., October, 2023

Constrained-HIDA: Heterogeneous Image Domain Adaptation Guided by Constraints.

Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

CycleGAN for virtual stain transfer: Is seeing really believing?

Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert

Artif. Intell. Medicine, 2022

CDPS: Constrained DTW-Preserving Shapelets.

Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner.

Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

A Study on Generalizing Building Extraction Models to Unseen Datasets Using Source Domain Transfer.

Michal Parusinski, Saleh Ibrahim, Thomas Andrew Lampert

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks.

Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert

Neurocomputing, 2021

An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology.

Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert

Comput. Methods Programs Biomed., 2021

SS-HIDA: Semi-Supervised Heterogeneous Image Domain Adaptation.

Mihailo Obrenovic, Thomas Andrew Lampert, François Monde-Kossi, Milos R. Ivanovic, Pierre Gançarski

Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2021), 2021

Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings.

Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images.

Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert

CoRR, 2020

Constrained Clustering: Current and New Trends.

Pierre Gançarski, Thi-Bich-Hanh Dao, Bruno Crémilleux, Germain Forestier, Thomas Andrew Lampert

Proceedings of the A Guided Tour of Artificial Intelligence Research: Volume II: AI Algorithms, 2020

2019

Constrained Distance-Based Clustering for Satellite Image Time-Series.

Thomas Andrew Lampert, Baptiste Lafabregue, Thi-Bich-Hanh Dao, Nicolas Serrette, Christel Vrain, Pierre Gançarski

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Strategies for Training Stain Invariant CNNS.

Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Constrained Distance based K-Means Clustering for Satellite Image Time-Series.

Thomas Andrew Lampert, Baptiste Lafabregue, Pierre Gançarski

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Constrained distance based clustering for time-series: a comparative and experimental study.

Thomas Andrew Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski

Data Min. Knowl. Discov., 2018

2016

An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation.

Thomas Andrew Lampert, André Stumpf, Pierre Gançarski

IEEE Trans. Image Process., 2016

Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression.

Pedro Chahuara, Thomas Andrew Lampert, Pierre Gançarski

Proceedings of the Research and Advanced Technology for Digital Libraries, 2016

2014

The bane of skew - Uncertain ranks and unrepresentative precision.

Thomas Andrew Lampert, Pierre Gançarski

Mach. Learn., 2014

2013

On the detection of tracks in spectrogram images.

Thomas Andrew Lampert, Simon O'Keefe

Pattern Recognit., 2013

2012

Multi-scale line detection for landslide fissure mapping.

André Stumpf, Thomas Andrew Lampert, Jean-Philippe Malet, Norman Kerle

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011

A detailed investigation into low-level feature detection in spectrogram images.

Thomas Andrew Lampert, Simon O'Keefe

Pattern Recognit., 2011

2010

An active contour algorithm for spectrogram track detection.

Thomas Andrew Lampert, Simon O'Keefe

Pattern Recognit. Lett., 2010

2009

Line Detection Methods for Spectrogram Images.

Thomas Andrew Lampert, Simon E. M. O'Keefe, Nick E. Pears

Proceedings of the Computer Recognition Systems 3, 2009

A Comparison Framework for Spectrogram Track Detection Algorithms.

Thomas Andrew Lampert, Simon E. M. O'Keefe

Proceedings of the Computer Recognition Systems 3, 2009

A Multi-scale Piecewise-Linear Feature Detector for Spectrogram Tracks.

Thomas Andrew Lampert, Nick E. Pears, Simon O'Keefe

Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008

Active contour detection of linear patterns in spectrogram images.

Thomas Andrew Lampert, Simon O'Keefe

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008