Sergey Kosov

According to our database, Sergey Kosov authored at least 13 papers between 2009 and 2023.

Collaborative distances:

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

2023

Segmentation of weakly visible environmental microorganism images using pair-wise deep learning features.

Frank Kulwa, Chen Li, Marcin Grzegorzek, Md Mamunur Rahaman, Kimiaki Shirahama, Sergey Kosov

Biomed. Signal Process. Control., 2023

2021

LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation.

Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li, Hong Li

Pattern Recognit., 2021

A New Pairwise Deep Learning Feature For Environmental Microorganism Image Analysis.

Frank Kulwa, Chen Li, Jinghua Zhang, Kimiaki Shirahama, Sergey Kosov, Xin Zhao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek

CoRR, 2021

2019

Labeling of partially occluded regions via the multi-layer CRF.

Sergey Kosov, Kimiaki Shirahama, Marcin Grzegorzek

Multim. Tools Appl., 2019

2018

Multi-layer conditional random fields for revealing unobserved entities.

Sergey Kosov

PhD thesis, 2018

Environmental microorganism classification using conditional random fields and deep convolutional neural networks.

Sergey Kosov, Kimiaki Shirahama, Chen Li, Marcin Grzegorzek

Pattern Recognit., 2018

2014

Design of a Spectral-Spatial Pattern Recognition Framework for Risk Assessments Using Landsat Data - A Case Study in Chile.

Andreas Christian Braun, Carolina Rojas, Cristian Echeverri, Franz Rottensteiner, Hans-Peter Bähr, Joachim Niemeyer, Mauricio Aguayo Arias, Sergey Kosov, Stefan Hinz, Uwe Weidner

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014

2013

A two-layer Conditional Random Field for the classification of partially occluded objects.

Sergey Kosov, Pushmeet Kohli, Franz Rottensteiner, Christian Heipke

CoRR, 2013

Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields.

Sergey Kosov, Franz Rottensteiner, Christian Heipke

Proceedings of the Pattern Recognition - 35th German Conference, 2013

2011

Using Active Illumination for Accurate Variational Space-Time Stereo.

Sergey Kosov, Thorsten Thormählen, Hans-Peter Seidel

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

2010

Rapid stereo-vision enhanced face recognition.

Sergey Kosov, Thorsten Thormählen, Hans-Peter Seidel

Proceedings of the International Conference on Image Processing, 2010

2009

Accurate Real-Time Disparity Estimation with Variational Methods.

Sergey Kosov, Thorsten Thormählen, Hans-Peter Seidel

Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009

Rapid stereo-vision enhanced face detection.

Sergey Kosov, Kristina Scherbaum, Kamil Faber, Thorsten Thormählen, Hans-Peter Seidel

Proceedings of the International Conference on Image Processing, 2009