Lightweight Pixel Difference Networks for Efficient Visual Representation Learning
Recently, there have been tremendous efforts in developing lightweight Deep Neural Networks (DNNs) with satisfactory accuracy, which can enable the ubiquitous deployment […]
Deep Learning for Instance Retrieval
In recent years a vast amount of visual content has been generated and shared from many fields, such as social media platforms, […]
Cross-Database Micro-Expression Recognition Based on a Dual-Stream Convolutional Neural Network
Cross-database micro-expression recognition (CDMER) is a difficult task, where the target (testing) and source (training) samples come from different micro-expression (ME) databases, […]
Deep Learning Based Over-the-Air Channel Estimation Using a ZYNQ SDR Platform
Deep learning based channel estimation techniques have recently found an overwhelming interest owing to data-driven learning-based adaptability compared to conventional estimation techniques […]
Binarization of music score with complex background by deep convolutional neural networks
Binarization is an important step for most of document analysis systems. Regarding music score images with a complex background, the existence of […]
Recognizing Spontaneous Micro-Expression Using a Three-Stream Convolutional Neural Network
Micro-expression recognition (MER) has attracted much attention with various practical applications, particularly in clinical diagnosis and interrogations. In this paper, we propose […]
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 […]
A Convolutional Neural Network Approach for Classification of LPWAN Technologies
This paper presents a Convolutional Neural Network (CNN) approach for classification of low power wide area network (LPWAN) technologies such as Sigfox, […]
On the use of distributed semantics of tweet metadata for user age prediction
Social media data represent an important resource for behavioral analysis of the aging population. This paper addresses the problem of age prediction […]
A Streaming Cloud Platform for Real-Time Video Processing on Embedded Devices
Real-time intelligent video processing on embedded devices with low power consumption can be useful for applications like drone surveillance, smart cars, and […]