Wataru Noguchi
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View article: Multi-Stream Single Network: Efficient Compressed Video Action Recognition With a Single Multi-Input Multi-Output Network
Multi-Stream Single Network: Efficient Compressed Video Action Recognition With a Single Multi-Input Multi-Output Network Open
Compressed video action recognition classifies actions using multiple features stored in compressed videos to omit the decoding process for RGB frames and shorten the computation time. Previous methods mostly used multiple networks to proc…
View article: Learning of evaluation function and prediction of winning probability of curling based on score difference and ends remaining
Learning of evaluation function and prediction of winning probability of curling based on score difference and ends remaining Open
In curling, strategy is as important as the technique of throwing stones to the desired spot. To evaluate this strategy, a platform called Digital Curling exists that simulates curling on a computer. It is expected that the strategy tested…
View article: Multi-modal shared module that enables the bottom-up formation of map representation and top-down map reading
Multi-modal shared module that enables the bottom-up formation of map representation and top-down map reading Open
Humans create internal models of an environment (i.e. cognitive maps) through subjective sensorimotor experiences and can also understand spatial locations by looking at an external map as a symbol of an environment. We simulate the develo…
View article: Effect of Behavioral Complexity on Development of Spatial Recognition
Effect of Behavioral Complexity on Development of Spatial Recognition Open
Animals develop spatial recognition through visuomotor integrated experiences. In nature, animals change their behavior during development and develop spatial recognition. The developmental process...
View article: Potassium tetracyanidoaurate(III) monohydrate: a redetermination
Potassium tetracyanidoaurate(III) monohydrate: a redetermination Open
The structure of the title metal complex salt, K[Au(CN) 4 ]·H 2 O, has been redetermined using X-ray diffraction data at 173 K in order to improve the precision. The previous determination was based on neutron diffraction data [Bertinotti …
View article: Proposing Multimodal Integration Model Using LSTM and Autoencoder
Proposing Multimodal Integration Model Using LSTM and Autoencoder Open
We propose an architecture of neural network that can learn and integrate sequential multimodal information using Long Short Term Memory. Our model consists of encoder and decoder LSTMs and multimodal autoencoder. For integrating sequentia…