162 citations · 1.2k across the 78 of their papers we have counts for
4 papers · 1 filter
Symbol Grounding Association in Multimodal Sequences with Missing Elements
Federico Raue, Andreas Dengel, Thomas M. Breuel +1
In this paper, we extend a symbolic association framework for being able to handle missing elements in multimodal sequences. The general scope of the work is the symbolic associati…
DeXpression: Deep Convolutional Neural Network for Expression Recognition
Peter Burkert, Felix Trier, Muhammad Zeshan Afzal +2
We propose a convolutional neural network (CNN) architecture for facial expression recognition. The proposed architecture is independent of any hand-crafted feature extraction and…
Parallel Multi-Dimensional LSTM, With Application to Fast Biomedical Volumetric Image Segmentation
Marijn F. Stollenga, Wonmin Byeon, Marcus Liwicki +1
Convolutional Neural Networks (CNNs) can be shifted across 2D images or 3D videos to segment them. They have a fixed input size and typically perceive only small local contexts of…
Sparse Radial Sampling LBP for Writer Identification
Anguelos Nicolaou, Andrew D. Bagdanov, Marcus Liwicki +1
In this paper we present the use of Sparse Radial Sampling Local Binary Patterns, a variant of Local Binary Patterns (LBP) for text-as-texture classification. By adapting and exten…