Self-Gated Memory Recurrent Network for Efficient Scalable HDR Deghosting
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Computational Imaging"
DOI: 10.1109/tci.2021.3112920
Abstract: We propose a novel recurrent network-based HDR deghosting method for fusing arbitrary length dynamic sequences. The proposed method uses convolutional and recurrent architectures to generate visually pleasing, ghosting-free HDR images. We introduce a new recurrent… read more here.
Keywords: recurrent; recurrent network; hdr deghosting; gated memory ... See more keywords
Deep Recurrent Q-Network Methods for mmWave Beam Tracking systems
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3200356
Abstract: This article studies a reinforcement learning (RL) approach for beam tracking problems in millimeter-wave massive multiple-input multiple-output (MIMO) systems. Entire beam sweeping in traditional beam training problems is intractable due to prohibitive search overheads. To… read more here.
Keywords: beam; network methods; deep recurrent; recurrent network ... See more keywords
Recurrent Network Solutions for Human Posture Recognition Based on Kinect Skeletal Data
Sign Up to like & getrecommendations! Published in 2023 at "Sensors"
DOI: 10.3390/s23115260
Abstract: Ambient Assisted Living (AAL) systems are designed to provide unobtrusive and user-friendly support in daily life and can be used for monitoring frail people based on various types of sensors, including wearables and cameras. Although… read more here.
Keywords: solutions human; posture recognition; network solutions; human posture ... See more keywords