Publications
Our laboratory actively contributes to the scientific community through a range of peer-reviewed publications, showcasing our latest research advancements, and fostering innovation in Applied Computing and Multimedia.
International Conferences
2025
RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
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Warm Diffusion: Recipe for Blur-Noise Mixture Diffusion Models
2025 International Conference on Learning Representations (ICLR)
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Boosting Diffusion Guidance via Learning Degradation-Aware Models for Blind Super Resolution
2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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2024
Prompting4Debugging: Red-Teaming Text-to-Image Diffusion Models by Finding Problematic Prompts
2024 International Conference On Machine Learning (ICML)
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Two Heads Better than One: Dual Degradation Representation for Blind Super-Resolution
2024
IEEE International Conference on Image Processing (ICIP)
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LIPFACE: LIPSCHITZ-CONDITIONED FOR RESOLUTION ROBUST FACE RECOGNITION
2024
IEEE International Conference on Image Processing (ICIP)
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AERIAL VIEW RIVER LANDFORM VIDEO SEGMENTATION: A WEAKLY SUPERVISED CONTEXT-AWARE TEMPORAL CONSISTENCY DISTILLATION APPROACH
2024
IEEE International Conference on Image Processing (ICIP)
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DetailSemNet: Elevating Signature Verification with Captured Details and Semantics by Feature Disentanglement and Re-entanglement
2024 European Conference on Computer Vision (ECCV)
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Blind Super Resolution with Reference Images and Implicit Degradation Representation
Asian Conference on Computer Vision 2024 (ACCV 2024)
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TimeNeRF: Building Generalizable Neural Radiance Fields across Time from Few-Shot Input Views
ACM Multimedia 2024 (ACMMM)
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Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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Arbitrary-Resolution and Arbitrary-Scale Face Super-Resolution with Implicit Representation Networks
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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Semantic Fusion Augmentation and Semantic Boundary Detection: A Novel Approach to Multi-Target Video Moment Retrieval
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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Best of Both Worlds: Learning Arbitrary-scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency
2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
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DA^2: Degree-Accumulated Data Augmentation on Point Clouds with Curriculum Dynamic Threshold Selection
Asian Conference on Computer Vision 2024 (ACCV 2024)
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Enhancing Anchor-based Weakly Supervised Referring Expression Comprehension with Cross-Modality Attention
Asian Conference on Computer Vision 2024 (ACCV 2024)
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2023
Efficient Constraint-Aware Neural Architecture Search for Object Detection
2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
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From Synthetic to Real: Enhancing Deep Learning Models with Generative Adversarial Networks for Efficient Data Utilization in Automatic Retail Stores
2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
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A Reliable Feature-Based Framework for Vehicle Tracking in Advanced Driver Assistance Systems
2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
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MENTOR: Multilingual tExt detectioN TOward leaRning by analogy
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
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ZERO-LEINR: ZERO-Reference LOW-Light Image Enhancement with Intrinsic Noise Reduction
2023 IEEE International Symposium on Circuits & Systems(ISCAS)
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D2D: Divide to Detect, A Scale-Aware Framework for On-Road Object Detection Using IR Camera
2023 IEEE International Conference on Consumer Electronics (ICCE)
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Disentanglement-Based Multi-Vehicle Detection and Tracking for Gate-Free Parking Lot Management
2023 IEEE International Conference on Consumer Electronics (ICCE)
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Dynamic Feature Fusion for Visual Object Detection and Segmentation
2023 IEEE International Conference on Consumer Electronics (ICCE)
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Incremental Map Modeling for Lightweight SLAM via Deep Reinforcement Learning
2023 IEEE International Conference on Consumer Electronics (ICCE)
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2022
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis
(NeurIPS 2022)
Thirty-sixth Conference on Neural Information Processing Systems
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Distance-dependent Feature Alignment and Selection for Imbalance 3D Point Cloud Object Detection
2022 IEEE International Conference on Advanced Video and Signal-Based Surveillance(2022AVSS)
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Towards Understanding Cross Resolution Feature Matching for Surveillance Face Recognition
ACM International Conference on Multimedia (ACM MM 2022)
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Model compression via structural pruning and feature distillation for accurate multi-spectral object detection on edge-devices
IEEE International Conference on Multimedia & Expo (ICME2022)
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Find the way back: Invertible kernel estimator for blind image super resolution
2022 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP 2022)
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2021
DIRECT: Discrete Image Rescaling with Enhancement from Case-specific Textures
IEEE International Conference on Visual Communications and Image Processing (VCIP)
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DensER: Density-imbalance-Eased Representation for LiDAR-based Whole Scene Upsampling
IEEE International Conference on Visual Communications and Image Processing (VCIP)
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Video Rescaling Networks with Joint Optimization Strategies for Downscaling and Upscaling
CVPR2021
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DEN: Disentangling and Exchanging Network for Depth Completion
IEEE International Conference on Pattern Recognition
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Vacant Parking Space Detection based on Task Consistency and Reinforcement Learning
IEEE International Conference on Pattern Recognition.
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2020
DEN: Disentanglement and Enhancement Networks for Low Illumination Images
IEEE International Conference on Visual Communications and Image Processing (VCIP)
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Colorization of Depth Map via Disentanglement
16th European Conference on Computer Vision(ECCV)
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D2na: Day-To-Night Adaptation for Vision Based Parking Management System
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
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2019
Online Learning for High Accuracy HVAC Control and Energy Saving
IEEE International Conference on Systems, Man, and Cybernetics
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IUML: Inception U-Net Based Multi-Task Learning for Density Level Classification and Crowd Density Estimation
IEEE International Conference on Systems, Man, and Cybernetics
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Domain Adaptation Meets Disentangled Representation Learning and Style Transfer
IEEE International Conference on Systems, Man, and Cybernetics
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A Robust Multi-Kinect 3D Skeleton Tracking Considering Left-Right Confusion and Self-Occlusion
IEEE International Conference on Systems, Man, and Cybernetics
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Multi-Channel Multi-Loss Deep Learning Based Compression Model for Color Images
2019 IEEE International Conference on Image Processing (ICIP)
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DAnet: Depth-Aware Network For Crowd Counting
IEEE International Conference on Image Processing
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Learned Prior Information for Image Compression
CVPR Workshop and Challenge on Learned Image Compression
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Semi-Supervised And Multi-Task Learning For On-Street Parking Space Status Inference
Multimedia Analysis and
Pattern Recognition (MAPR)
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License Plate Recognition System Based on Deep Learning
International Conference ICCon Consumer Electronics - Taiwan (ICCE-TW)
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3D Virtual-Reality Interaction System
International Conference on Consumer Electronics - Taiwan (ICCE-TW)
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2018
Wi-Fi Indoor Localization based on Multi-Task Deep Learning
IEEE International Conference on Digital Signal
Processing
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Lane Detection and Tracking based on Fully Convolutional Networks and Probabilistic Graphical Models
IEEE International Conference on
Systems, Man, and Cybernetics
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Deep Learning-based RSS Indoor Localization
IEEE Vehicular Technology Society Asia Pacific Wireless Communications Symposium
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Mobile Learning System With Context-Aware Interactions And Point-Of-Interest Understanding
IEEE International Conference on Multimedia
and Expo (ICME)
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Immersive 3D Human-Computer Interaction System
IEEE International Conference on Consumer Electronics-Taiwan (ICCE-TW)
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2017
3D Object Reconstruction based on Structure from Motion and Shape from Shading
The 13th Asian Conference on Computer Aided Surgery
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Personalized Mobile Learning System via Smart Glasses
International Conference on IoT as a Service
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A Multi-task Convolutional Neural Network with Spatial Transform for Parking Space Detection
2017 IEEE International Conference on Image Processing
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Unsupervised Radio Map Learning for Indoor Localization
2017 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)
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2016
A Hybrid Method for Visitor Localization and Tracking in a Museum Environment
The 9th IEEE International Conference on Ubi-Media Computing
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Laparoscopic video augmentation with infrared image information
2016 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)
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HDR Compression based on Image Matting Laplacian
2016 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)
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An Self-Adaptive Wireless Indoor Localization System for Device Diversity
2016 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-TW)
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2015
A Multi-layer Discriminative Framework for Parking Space Detection
IEEE International Workshop on Machine Learning for Signal Processing
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Vacant Parking Space Detection based on a Hierarchical and Semantic Classifier
IPPR Conference on Computer Vision, Graphics, and Image Processing
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Surface Reconstruction from Endoscopic Image Sequence
IEEE International Conference on Consumer Electronics - Taiwan
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Auto-Calibration for Device-Diversity Problem in an Indoor Localization system
IEEE International Conference on Consumer Electronics - Taiwan
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A Region-Based Approach for RSS Indoor Localization
IEEE International Conference on Consumer Electronics - Taiwan
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A Multiclass Boosting Approach for Integrating Weak Classifiers in Parking Space Detection
IEEE International Conference on Consumer Electronics - Taiwan
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2014
Inter-Vehicle Communication, License Plate
Verification, and Distance Estimation for the
Construction of Driving Surroundings
2014 IEEE International Conference on Connected Vehicles & Expo
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Multi-Dimension Kernel Density Estimation for RSS Based Indoor Localization
IEEE Asia Pacific Wireless Communications Symposium
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Automatic Landmark-based RSS Compensation for Device Diversity in an Indoor Positioning System
IEEE Asia Pacific Wireless Communications Symposium,
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X-Ray Image Contrast Enhancement Based On Tissue Attenuation
IEEE International Conference on Acoustics, Speech and Signal Processing
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Distinguishing Normal and Pulmonary Edema Chest X-Ray Using Gabor Filter and SVM
IEEE International Symposium on Bioelectronics and Bioinformatics
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2013
Vehicle Trajectory Prediction across Non-overlapping Camera Networks
International Conference on Connected Vechicles & Expo
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A Hybrid Method for 3D Instrument Reconstruction and Tracking in Laparoscopy Surgery
International conference on control automation & information sciences
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A Study of Non-diagonal Models for Image White Balance
IS&T/SPIE Electronic Imaging Symposium 2013
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2012
Image Registration among UAV Image Sequence and Google Satellite Image Under Quality Mismatch
IEEE International Conference on ITS Telecommunications
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A Surface-based Vacant Space Detection for an Intelligent Parking Lot
IEEE International Conference on ITS Telecommunications (ITST)
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Multi-view Face Detection Based on Position Estimation over Multi-camera Surveillance System
Proceeding of IS&T/SPIE Electronic Imaging
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2010
A Cascaded Hierarchical Framework for Moving Object Detection and Tracking
IEEE International Conference on International Conference Image Processing
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Probabilistic Modeling of Dynamic Traffic Flow across Non-overlapping Camera Views
IEEE International Conference on Pattern Recognition
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2009
Moving Targets Labeling and Correspondence over Multi-Camera Surveillance System Based on Markov Network
IEEE International Conference on Multimedia and Expo
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Real-Time Video Surveillance over IEEE 802.11 Mesh Networks
IEEE International Real-Time and Embedded Technology and Applications Symposium
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2008
A Monte Carlo Based Framework for Multi-Target Detection and Tracking Over Multi-Camera Surveillance System
European Conference on Computer Vision (ECCV) Workshop on Multi-camera and Multi-modal Sensor Fusion Algorithms and Application
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A Bayesian Hierarchical Detection Framework for Parking Space Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (
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2007
Motion-based Background Modeling for Moving Object Detection on Moving Platforms
First International Workshop on Multimedia Analysis and Processing
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Robust Parking Space Detection Considering Inter-space Correlation
IEEE International Conference on Multimedia and Expo
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2005
Novel Illumination-Normalization Method Based on Region Information
Proceedings of SPIE
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2003
Handheld Person Verification System Using Face Image
Digital Image Computing - Techniques and Applications
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International Journals
2024
INDIRECT: Invertible and Discrete Noisy Image Rescaling with Enhancement fromCase-dependent Textures
Multimedia Systems
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2023
Self-Supervise Reinforcement Learning Method for Vacant Parking Space Detection based on Task Consistency and Corrupted Rewards
IEEE Transactions on Intelligent Transportation Systems
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RodNet: An Advanced Multi-Domain Object Detection Approach using Feature Transformation with Generative Adversarial Networks
IEEE Sensors Journal
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SSIOE: Self-Supervised Indoor Occupancy Estimation for Intelligent Building Management
IEEE Transactions on Automation Science and Engineering
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SVDnet: Singular Value Control and Distance Alignment Network for 3D Object Detection
IEEE Transactions on Intelligent Transportation Systems
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2022
Density-imbalance-eased LiDAR Point Cloud Upsampling via Feature Consistency Learning
IEEE Transactions on Intelligent Vehicles
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2021
Effectiveness of convolutional neural networks in the interpretation of pulmonary cytologic images in endobronchial ultrasound procedures
Cancer Cytopathology(Editor-in-Chief: William C. Faquin, MD, PhD
Impact factor:5.284
2020 Journal Citation Reports (Clarivate Analytics): 84/243 (Oncology)16/77 (Pathology)
Online ISSN:1934-6638)
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An Advanced Noise Reduction and Edge Enhancement Algorithm
Sensors Impact Factor 2020: 3.576
Sensors CiteScore 2020: 5.8
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2020
Domain Adaptation with Foreground/Background Cues and Gated Discriminators
IEEE MultiMedia Magazine
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2018
X-Ray Enhancement Based on Component Attenuation, Contrast Adjustment, and Image Fusion
IEEE Transactions on Image Processing
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Parking Space Status Inference upon a Deep CNN and Multi-task Contrastive Network with Spatial Transform
IEEE Transactions on Circuits and Systems for Video Technology
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2016
Stereoscopic Augmented Reality for Single Camera Endoscope Using Optical Tracker: A Study on Phantom
Third International Conference on Robot, Vision and Signal Processing (RVSP)
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Vacant Parking Space Detection Based on a Multilayer Inference Framework
IEEE Transactions on Circuits and Systems for Video Technology
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RSS-Based Indoor Positioning Based on Multi-Dimensional Kernel Modeling and Weighted Average Tracking
IEEE Sensors Journal
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2015
Landmark‐based device calibration and region‐based modeling for RSS‐based localization
Wireless Communications and Mobile Computing
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2013
Vacant Parking Space Detection Based on Plane-Based Bayesian Hierarchical Framework
IEEE Transactions on Circuits and Systems for Video Technology
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2012
Dynamic Sampling Rate Adjustment for Compressive Spectrum Sensing over Cognitive Radio Network
IEEE Wireless Communications Letters
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2011
A Bayesian Hierarchical Framework for Multitarget Labeling and Correspondence With Ghost Suppression Over Multicamera Surveillance System
IEEE Transactions on Automation Science and Engineering
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2010
A Hierarchical Bayesian Generation Framework for Vacant Parking Space Detection
IEEE Transactions on Circuits and Systems for Video Technology
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Practical 3D Human Skeleton Tracking based on Multi-view and Multi-Kinect Fusion
Multimedia Systems: (IF 1.563 ,89/307)
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Invention Patents
2025
2023
2022
2020
2019
2018
Method For Establishing A Parking Space Detection Model And Method Of Detecting Parking Spaces For A Parking Lot
國立中正大學
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16/005898
2017
2016
2015
Method for automatic detection and tracking of multiple targets with multiple cameras and system therefor
國立交通大學
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8995712
2012
2011
2007
Cooperated object detection and tracking architecture based on probability model
工業技術研究院
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[no id info]
ZL200710169282.8