Search Results - "Pau-Choo Chung"
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1
Iterative Spectral-Spatial Hyperspectral Anomaly Detection
Published in IEEE transactions on geoscience and remote sensing (2023)“…Anomaly detection (AD) requires spectral and spatial information to differentiate anomalies from their surrounding data samples. To capture spatial…”
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2
Maximum a Posteriori Probability Estimation for Online Surveillance Video Synopsis
Published in IEEE transactions on circuits and systems for video technology (01-08-2014)“…To reduce human efforts in browsing long surveillance videos, synopsis videos are proposed. Traditional synopsis video generation applying optimization on…”
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3
Gait and Balance Analysis for Patients With Alzheimer's Disease Using an Inertial-Sensor-Based Wearable Instrument
Published in IEEE journal of biomedical and health informatics (01-11-2014)“…Despite patients with Alzheimer's disease (AD) were reported of revealing gait disorders and balance problems, there is still lack of objective quantitative…”
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4
ADMM-SRNet: Alternating Direction Method of Multipliers based Sparse Representation Network for One-Class Classification
Published in IEEE transactions on image processing (01-01-2023)“…One-class classification aims to learn one-class models from only in-class training samples. Because of lacking out-of-class samples during training, most…”
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5
Texture-Map-Based Branch-Collaborative Network for Oral Cancer Detection
Published in IEEE transactions on biomedical circuits and systems (01-08-2019)“…The paper proposes an innovative deep convolutional neural network (DCNN) combined with texture map for detecting cancerous regions and marking the ROI in a…”
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Driver Monitoring Using Sparse Representation With Part-Based Temporal Face Descriptors
Published in IEEE transactions on intelligent transportation systems (01-01-2020)“…Many driver monitoring systems (DMSs) have been proposed to reduce the risk of human-caused accidents. Traditional DMSs focus on detecting specific predefined…”
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Improved vehicle detection systems with double-layer LSTM modules
Published in EURASIP journal on advances in signal processing (02-02-2022)“…The vision-based smart driving technologies for road safety are the popular research topics in computer vision. The precise moving object detection with…”
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8
Multi-Scale Attention Convolutional Network for Masson Stained Bile Duct Segmentation from Liver Pathology Images
Published in Sensors (Basel, Switzerland) (31-03-2022)“…In clinical practice, the Ishak Score system would be adopted to perform the evaluation of the grading and staging of hepatitis according to whether portal…”
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Improved Lane Detection With Multilevel Features in Branch Convolutional Neural Networks
Published in IEEE access (2019)“…Existing smart vehicles heavily depend on success of precise positioning, optical radar, visual detection and recognition to determine their road conditions…”
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10
An Interaction-Embedded HMM Framework for Human Behavior Understanding: With Nursing Environments as Examples
Published in IEEE transactions on information technology in biomedicine (01-09-2010)“…This paper presents an interaction-embedded hidden Markov model (IE-HMM) framework for automatically detecting and classifying individual human behaviors and…”
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11
Efficient Disparity Estimation Using Hierarchical Bilateral Disparity Structure Based Graph Cut Algorithm With a Foreground Boundary Refinement Mechanism
Published in IEEE transactions on circuits and systems for video technology (01-05-2013)“…The disparity estimation problem is commonly solved using graph cut (GC) methods, in which the disparity assignment problem is transformed to one of minimizing…”
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12
Novel quantitative analysis of autofluorescence images for oral cancer screening
Published in Oral oncology (01-05-2017)“…Highlights • Developed quantitative analysis of autofluorescence images for oral cancer screen. • Quadratic discriminant analysis was utilized to compute a…”
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13
Two-channel autofluorescence analysis for oral cancer
Published in Journal of biomedical optics (01-05-2019)“…We created a two-channel autofluorescence test to detect oral cancer. The wavelengths 375 and 460 nm, with filters of 479 and 525 nm, were designed to excite…”
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14
Multi-feature shape regression for face alignment
Published in EURASIP journal on advances in signal processing (02-08-2018)“…For smart living applications, personal identification as well as behavior and emotion detection becomes more and more important in our daily life. For…”
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15
Spatiotemporal Coherence-Based Annotation Placement for Surveillance Videos
Published in IEEE transactions on circuits and systems for video technology (01-03-2018)“…In this paper, we propose a novel annotation placement approach for revealing information about foreground objects in surveillance videos. To arrange positions…”
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16
Predictive Models for Evaluating Cognitive Ability in Dementia Diagnosis Applications Based on Inertia- and Gait-Related Parameters
Published in IEEE sensors journal (15-04-2018)“…An impaired cognitive ability is an important indicator of dementia-related disease. Accordingly, this paper utilizes 12 inertia-related features, 19…”
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Lymphocyte-Infiltrated Periportal Region Detection With Structurally-Refined Deep Portal Segmentation and Heterogeneous Infiltration Features
Published in IEEE open journal of engineering in medicine and biology (01-01-2024)“…Goal : The early diagnosis and treatment of hepatitis is essential to reduce hepatitis-related liver function deterioration and mortality. One component of the…”
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18
Image Segmentation in 3D Brachytherapy Using Convolutional LSTM
Published in Journal of medical and biological engineering (01-10-2021)“…Purpose The accuracy of the segmentation of the target lesion and at-risk surrounding organs is important for cervical cancer patients treated with…”
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An Assigned Color Depth Packing Method With Centralized Texture Depth Packing Formats for 3D VR Broadcasting Services
Published in IEEE journal on emerging and selected topics in circuits and systems (01-03-2019)“…The ability to distribute 3D video and audio in traditional television channels is key to deliver three dimensional (3D) virtual reality (VR) broadcasting…”
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20
Helicobacter Pylori-Related Gastric Histology Classification Using Support-Vector-Machine-Based Feature Selection
Published in IEEE transactions on information technology in biomedicine (01-07-2008)“…This study presents a computer-aided diagnosis system using sequential forward floating selection (SFFS) with support vector machine (SVM) to diagnose gastric…”
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