Low Complexity Autoencoder based End-to-End Learning of Coded Communications Systems
End-to-end learning of a communications system using the deep learning-based autoencoder concept has drawn interest in recent research due to its simplicity, […]
Deep Learning Meets Cognitive Radio
Learning the channel occupancy patterns to reuse the underutilised spectrum frequencies without interfering with the incumbent is a promising approach to overcome […]
Deep Learning-Based Multimodal Data Fusion
Background: Multimodal wearable technologies have brought forward wide possibilities in human activity recognition, and more specifically personalized monitoring of eating habits. The […]
Deep Learning for 3D Point Clouds
Point cloud learning has lately attracted increasing attention due to its wide applications in many areas, such as computer vision, autonomous driving, […]
L-FGADMM
This article proposes a communication-efficient decentralized deep learning algorithm, coined layer-wise federated group ADMM (L-FGADMM). To minimize an empirical risk, every worker […]
Risk detection solution on road based on image processing and deep learning
Safety for pupils on the way to school is always the care of their parents. Because of on the way to school […]
Investigating deep CNNs models applied in kinship verification through facial images
The kinship verification through facial images is ana ctive research topic due to its potential applications. In this paper, we propose an […]
Weighted Multiple Instance-Based Deep Correlation Filter for Video Tracking Processing
With the development of internet technology, the video data has been widely used in multimedia devices, such as video surveillance, webcast, and […]
Deep Learning for Generic Object Detection
Object detection, one of the most fundamental and challenging problems in computer vision, seeks to locate object instances from a large number […]
Deep learning based container text recognition
Traditional character segmentation has low accuracy for container scene text recognition. Convolutional recurrent neural network (CRNN) and connectionist text proposal network (CTPN) […]