Industrial Internet of Things (IIoT) applications can greatly benefit from leveraging edge
computing. For instance, applications relying on deep neural network (DNN) models can be …

Reliable artificial intelligence systems not only propose a challenge on providing intelligent
services with high quality for customers, but also require customers' privacy to be protected …

This paper focuses on the development of an improved Generative Adversarial Network
(GAN) specifically designed for generating color portraits from sketches. The construction of …

Video coding, a process of compressing and decompressing digital video content, has
traditionally been optimized for human visual systems by reducing its size while maintaining …

This paper introduces a novel solution utilizing a 1D convolutional neural network (CNN)
with optimizations like adaptive max-pooling, point-wise convolution, and a multi-objective …

The past decade has been witnessing remarkable advancements in computer vision and
deep learning algorithms, ushering in a transformative wave of large-scale edge …

The demand for real-time video processing from edge devices including surveillance
cameras and smartphones has been increasing. While edge processing power is improving …