Applying Transfer Learning To Deep Learned Models For EEG Analysis

Autor: Uran, Axel, van Gemeren, Coert, van Diepen, Rosanne, Chavarriaga, Ricardo, Millán, José del R.

The introduction of deep learning and transfer learning techniques in fields such as computer vision allowed a leap forward in the accuracy of image classification tasks. Currently there is only limited use of such techniques in neuroscience. The cha

Externí odkaz: http://arxiv.org/abs/1907.01332

A combined post-filtering method to improve accuracy of variational optical flow estimation

Autor: Tu, Zhigang, van der Aa, Nico, Van Gemeren, Coert, Veltkamp, Remco C.

Publikováno v: In Pattern Recognition May 2014 47(5):1926-1940

Dyadic Interaction Detection from Pose and Flow

Autor: van Gemeren, Coert, Tan, Robby, Poppe, Ronald, Veltkamp, Remco, Sub Multimedia, Multimedia

Publikováno v: Human Behavior Understanding ISBN: 9783319118383
HBU
Proceedings of the International Workshop on Human Behavior Understanding (HBU), 8749, 101. Springer International Publishing

We propose a method for detecting dyadic interactions: fine-grained, coordinated interactions between two people. Our model is capable of recognizing interactions such as a hand shake or a high five, and locating them in time and space. At the core o

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e43d43d2e3c753a88f68587eb01c610d
https://doi.org/10.1007/978-3-319-11839-0_9

Improved Color Patch Similarity Measure Based Weighted Median Filter.

Autor: Tu, Zhigang, Van Gemeren, Coert, Veltkamp, Remco C.

Publikováno v: Computer Vision - ACCV 2014: 12th Asian Conference on Computer Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected Papers, Part V; 2015, p413-427, 15p