4 papers
Speckle Image Restoration without Clean Data
Tsung-Ming Tai, Yun-Jie Jhang, Wen-Jyi Hwang +1
Speckle noise is an inherent disturbance in coherent imaging systems such as digital holography, synthetic aperture radar, optical coherence tomography, or ultrasound systems. Thes…
Higher Order Recurrent Space-Time Transformer for Video Action Prediction
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee +1
Endowing visual agents with predictive capability is a key step towards video intelligence at scale. The predominant modeling paradigm for this is sequence learning, mostly impleme…
An Intelligent QoS Algorithm for Home Networks
Wen-Jyi Hwang, Tsung-Ming Tai, Bo-Ting Pan +2
A novel quality of service (QoS) management algorithm for home networks is presented in this letter. The algorithm is based on service prediction for intelligent QoS management. Th…
Sensor-Based Continuous Hand Gesture Recognition by Long Short-Term Memory
Tsung-Ming Tai, Yun-Jie Jhang, Zhen-Wei Liao +2
This article aims to present a novel sensor-based continuous hand gesture recognition algorithm by long short-term memory (LSTM). Only the basic accelerators and/or gyroscopes are…