Christian Conrad

Orcid: 0000-0001-7036-342X

According to our database1, Christian Conrad authored at least 20 papers between 1997 and 2020.

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Bibliography

2020
Gene set inference from single-cell sequencing data using a hybrid of matrix factorization and variational autoencoders.
Nat. Mach. Intell., 2020

2017
Unsupervised learning of correspondence relations in image streams.
PhD thesis, 2017

Learning Motion from Temporal Coincidences.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

2016
Learning rank reduced mappings using canonical correlation analysis.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

FPGA-accelerated Richardson-Lucy deconvolution for 3D image data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Estimation of automotive pitch, yaw, and roll using enhanced phase correlation on multiple far-field windows.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

Learning relative photometric differences of pairs of cameras.
Proceedings of the 12th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2015

2014
When Patches Match - A Statistical View on Matching under Illumination Variation.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Learning Multi-view Correspondences via Subspace-Based Temporal Coincidences.
Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Contour-Relaxed Superpixels.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013

A Temporal Scheme for Fast Learning of Image-Patch Correspondences in Realistic Multi-camera Setups.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Reducing camera vibrations and photometric changes in surveillance video.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Curvature oriented clustering of sparse motion vector fields.
Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Learning geometrical transforms between multi camera views using Canonical Correlation Analysis.
Proceedings of the British Machine Vision Conference, 2012

2011
Multichannel Segmentation Using Contour Relaxation: Fast Super-Pixels and Temporal Propagation.
Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Boosting segmentation results by contour relaxation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Learning multi-view correspondences from temporal coincidences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2008
A genome wide RNAI screen by time lapse microscopy in order to identify mitotic genes - computational aspects and challenges.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

1997
The Design of an Application Programming Interface for QoS-based Multimedia Middleware.
Proceedings of the 22nd IEEE Conference on Local Computer Networks (LCN '97), 1997

QoS-based application programming interface for communication middleware.
Proceedings of the Broadband Networking Technologies, Dallas, TX, USA, November 2, 1997, 1997


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