Construction of a virtual reality platform for UAV deep learning
S Wang, J Chen, Z Zhang, G Wang… - 2017 Chinese …, 2017 - ieeexplore.ieee.org
In this paper, based on Unreal Engine 4 (UE4) Unmanned Aerial Vehicle (UAV) simulator
(AirSim), through AirLib, DroneServe, DroneShell and other modules in AirSim, using …
(AirSim), through AirLib, DroneServe, DroneShell and other modules in AirSim, using …
DLANet: a manifold-learning-based discriminative feature learning network for scene classification
Abstract This paper presents Discriminative Locality Alignment Network (DLANet), a novel
manifold-learning-based discriminative learnable feature, for wild scene classification …
manifold-learning-based discriminative learnable feature, for wild scene classification …
Beyond spatial pooling: fine-grained representation learning in multiple domains
Object recognition systems have shown great progress over recent years. However, creating
object representations that are robust to changes in viewpoint while capturing local visual …
object representations that are robust to changes in viewpoint while capturing local visual …
Learning to pool high-level features for face representation
R Huang, M Ye, P Xu, T Li, Y Dou - The Visual Computer, 2015 - Springer
The available face descriptors are always generated by a hand-designed pooling scheme or
without a pooling process. We propose to learn a pooling scheme for high-level features …
without a pooling process. We propose to learn a pooling scheme for high-level features …
Fine-grained representation learning in convolutional autoencoders
C Luo, J Wang - Journal of Electronic Imaging, 2016 - spiedigitallibrary.org
Convolutional autoencoders (CAEs) have been widely used as unsupervised feature
extractors for high-resolution images. As a key component in CAEs, pooling is a biologically …
extractors for high-resolution images. As a key component in CAEs, pooling is a biologically …
Learning color receptive fields and color differential structure
BM ter Haar Romeny - 2015 11th International Conference on …, 2015 - ieeexplore.ieee.org
In this paper we study the role of brain plasticity, and investigate the emergence and self-
emergence of receptive fields from scalar and color natural images by principal component …
emergence of receptive fields from scalar and color natural images by principal component …