User profiles for Chia-Ming Tsai

Chia-Ming Tsai

MediaTek, Inc.
Verified email at cs.ccu.edu.tw
Cited by 858

A video saliency detection model in compressed domain

Y Fang, W Lin, Z Chen, CM Tsai… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Saliency detection is widely used to extract regions of interest in images for various image
processing applications. Recently, many saliency detection models have been proposed for …

Mitigating asymmetric nonlinear weight update effects in hardware neural network based on analog resistive synapse

…, IT Wang, B Hudec, CC Chang, CM Tsai… - IEEE Journal on …, 2017 - ieeexplore.ieee.org
Asymmetric nonlinear weight update is considered as one of the major obstacles for realizing
hardware neural networks based on analog resistive synapses, because it significantly …

Scene-based movie summarization via role-community networks

CM Tsai, LW Kang, CW Lin… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Video summarization techniques aim at condensing a full-length video to a significantly
shortened version that still preserves the major semantic content of the original video. Movie …

A VVC proposal with quaternary tree plus binary-ternary tree coding block structure and advanced coding techniques

…, CC Chen, MS Chiang, CY Lai, CM Tsai… - … on Circuits and …, 2019 - ieeexplore.ieee.org
This paper describes a video coding technology proposal submitted by MediaTek in April
2018 in response to a joint call for proposals (CfP) issued by ITU-T VCEG and ISO/IEC MPEG. …

Multi-sensor fault diagnosis of underwater thruster propeller based on deep learning

CM Tsai, CS Wang, YJ Chung, YD Sun, JW Perng - Sensors, 2021 - mdpi.com
With the rapid development of unmanned surfaces and underwater vehicles, fault diagnoses
for underwater thrusters are important to prevent sudden damage, which can cause huge …

Photon-detection-probability simulation method for CMOS single-photon avalanche diodes

CA Hsieh, CM Tsai, BY Tsui, BJ Hsiao, SD Lin - Sensors, 2020 - mdpi.com
Single-photon avalanche diodes (SPADs) in complementary metal-oxide-semiconductor (CMOS)
technology have excellent timing resolution and are capable to detect single photons. …

Anti-interference single-photon LiDAR using stochastic pulse position modulation

CM Tsai, YC Liu - Optics Letters, 2020 - opg.optica.org
This Letter introduces an anti-interference single-photon light detection and ranging (LiDAR)
system with photon-driven stochastic pulse position modulation. A photon arrival sequence …

Multisensor fusion time–frequency analysis of thruster blade fault diagnosis based on deep learning

CM Tsai, CS Wang, YJ Chung, YD Sun… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
With the rapid development of marine robots, detecting abnormalities in propulsion systems
is important during sailing as the unperceived damage of thrusters and propellers can cause …

Single-photon avalanche diodes in 0.18-μm high-voltage CMOS technology

LD Huang, JY Wu, JP Wang, CM Tsai, YH Huang… - Optics express, 2017 - opg.optica.org
We have designed and fabricated high-performance single-photon avalanche diodes (SPADs)
by using 0.18-µm high-voltage CMOS technology. Without any technology customization, …

Challenges and opportunities toward online training acceleration using RRAM-based hardware neural network

…, MH Wu, B Hudec, CC Chang, CM Tsai… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
This paper highlights the feasible routes of using resistive memory (RRAM) for accelerating
online training of deep neural networks (DNNs). A high degree of asymmetric nonlinearity in …