曾煜棋

Decompose-and-Then-Integrate: A Framework for Fine-Grained Video LLM-Based Temporal Grounding

資訊科學與工程研究所・共同指導：林政寬

電腦視覺、人工智慧、影片理解、影片時間定位、Computer Vision、Artificial Intelligence、Video Understanding、Video Temporal Grounding

NOVA: Normal-Side Modeling for Training-Free Zero-Shot Video Anomaly Detection

資訊科學與工程研究所・共同指導：林政寬

影片異常檢測、零樣本學習、視覺語言模型、正常性建模、CLIP、video anomaly detection、zero-shot learning、vision-language model、normality modeling

Zero-Shot Cross-Material Ptychographic Phase Reconstruction Using Deep Learning

智慧計算與科技研究所・共同指導：陳建志

疊層成像、4D-STEM、相位重建、深度學習、零樣本跨材料泛化、Ptychography、phase reconstruction、deep learning、zero-shot cross- material generalization

Smart Elevator with Reconfigurable Sensor Monitoring

智能系統研究所・共同指導：林一平

電流感測器、智慧電梯、有限狀態機、物聯網、運動感測器、振動感測器、Current sensors、Smart elevator、Finite State Machine、Internet of Things、Motion sensors、Vibration sensors

DeepTable: Structural Attention Biases and Tree Path Encoding for Hierarchical Table Understanding

網路工程研究所

表格理解、大型語言模型、參數高效微調、結構化注意力偏置、階層式標頭編碼、Table Understanding、Large Language Models、Parameter-Efficient Fine- Tuning、LoRA、Structural Attention Bias、Hierarchical Header Encoding

From Global to Dense Reasoning: Rearchitecting Attention for Open-Vocabulary Semantic Segmentation

智慧系統與應用研究所・共同指導：陳建志

視覺語言模型、開放詞彙語意分割、免訓練方法、密集視覺語言推論、Vision-Language Models、Open-Vocabulary Semantic Segmentation、Training-Free Method、Dense vision-language inference

CROSS: Near-Linear-Time Cross-Dimensional Spatiotemporal Scheduling for Scalable Qubit Reuse

資訊科學與工程研究所

量子編譯、量子位元重用、量子電路優化、中途測量與重置、動態量子電路、Quantum Compilation、Qubit Reuse、Quantum Circuit Opimization、Mid-Circuit Measurement and Reset、Dynamic Quantum Circuits

Disentangling Human and Environmental Dynamics for Cross-Environment Wi-Fi Human Sensing

智慧系統與應用研究所・共同指導：陳建志

WiFi 感知、人體姿態估計、通道狀態資訊（CSI）、環境不變性學習、領域泛化、WiFi sensing、Human Pose Estimation、Channel State Information、Environment-invariant Learning、Domain Generalization

DynoDINO: Harnessing Dynamic Latent Information from DINO Features for Multi-Phase Medical Image Segmentation

智慧計算與科技研究所・共同指導：陳建志

多期相對比增強電腦斷層掃描（CECT）、醫學影像分割、多期相融合、影像對齊、混合注意力機制、自適應閘門機制、Multi-phase contrast-enhanced computed tomography (CECT)、Medical image segmentation、Multi-phase fusion、Image alignment、Mix-attention mechanism、Adaptive gating mechanism

Weakly Supervised Sentence-Level Alignment of Continuous Taiwanese Sign Language Videos and Text via Gaussian Prior Augmented Viterbi Learning

智慧與綠能產學研究所・共同指導：陳建志

臺灣手語、弱監督學習、高斯時間先驗、維特比演算法、多模態對齊、時間分割、Taiwanese Sign Language、Weakly Supervised Learning、Gaussian Temporal Prior、Viterbi Algorithm、Multimodal Alignment、Temporal Segmentation

Anomaly Detection and Predictive Warning for Chiller Systems with Missing Sensor Data

資訊學院碩士在職專班

深度學習、異常偵測、異常預警、Deep Learning、Anomaly Detection、Predictive Anomaly Warning

DALSE: Drift-Aware Latent State Estimation for Federated Learning with Dynamic Participation

智能系統研究所・共同指導：陳建志

聯邦學習、動態客戶端參與、潛在狀態估計、客戶端漂移、非獨立同分佈資料、Federated Learning、FedDynamic Client Participation、Latent State Estimation、Client Drift、Non-IID Data

LLM-Based Task Planning for Human-Robot Collaboration: Multi-Agent Decision and Action Coordination

數據科學與工程研究所

大型語言模型、人機協作、電腦視覺、視覺語言模型、物件偵測、LLM、Human-Robot Collaboration、Computer Vision、VLM、Object Detection

An AIoT-Based Intelligent Badminton Training System

資訊學院碩士在職專班

人工智慧物聯網、智慧發球機、電腦視覺、骨架動作識別、邊緣運算、Artificial Intelligence of Things、Intelligent Serving Machine、Computer Vision、Skeleton-based Action Recognition、Edge Computing

Tiny-OAD: Online Detection of Tiny Actions in Video

智慧系統與應用研究所・共同指導：陳建志

線上動作偵測、微小動作辨識、小尺度動作、影片理解、時空建模、Online Action Detection、Tiny Action Recognition、Small-Scale Actions、Video Understanding、Spatiotemporal Modeling

WiFi2Caption: A Contrastive Alignment Framework for Generating Semantic Descriptions from WiFi CSI

智慧系統與應用研究所・共同指導：陳建志

CSI、隱私保護、人體動作語意生成、視覺知識遷移、對比式學習、Privacy Protection、Human Action Semantic Generation、Visual Knowl- edge Transfer、Contrastive Learning

VideoLLM-ION: Video Large Language Model for Infinite Online Narration

數據科學與工程研究所・共同指導：林政寬

即時影片敘述、大型語言模型、KV Cache 管理、自由運行、匈牙利演算法、Online video narration、VideoLLM、KV cache management、free-running evaluation、Hungarian Algorithm

DCTP: Dual-Context Trajectory Predictor with Global Constraints and Egocentric Field-of-View Reasoning

數據科學與工程研究所

行人軌跡預測、人類運動行為、場景理解、電腦視覺、環境約束、Pedestrian Trajectory Prediction、Human Motion、Scene Understanding、Computer Vision、Environment-Constrained

Multi-Modality Fusion For Indoor Localization

智慧計算與科技研究所・共同指導：陳建志

多模態、室內定位、人工智慧、深度學習、Multi-Modality、Indoor Localization、Artificial Intelligence、Deep Learning

AlloEgo-VLM: Disambiguating Allocentric and Egocentric Reference Frames in Vision-Language Models

智慧計算與科技研究所・共同指導：陳建志

視覺語言模型、空間歧義、參考框架、自我中心/他物中心、多模態推理、Vision-Language Models、Spatial Ambiguity、Reference Frames、Egocentric/Allocentric、Multimodal Reasoning

Vision-Language Model Enhanced Multiple Instance Learning for the Diagnosis of MPNs

網路工程研究所

多實例學習、視覺語言模型、全切片影像分析、骨髓增生性腫瘤、巨核細胞、Multiple Instance Learning、Vision-Language Model、Whole Slide Image Analysis、Myeloproliferative Neoplasms、Megakaryocyte

No Label, No Problem: Semantic Labeling for Open-Set Unsupervised Video Domain Adaptation

智慧與綠能產學研究所・共同指導：陳建志

影片理解、動作辨識、開放集合識別、無監督領域自適應、跨領域泛化、Video Action Recognition、Open-Set、Unsupervised Domain Adaptation、Cross-Domain Generalization

Multimodal Data Fusion for Semantic Trajectory Retrieval in Indoor Parking Lots

數據科學與工程研究所・共同指導：陳秋媛

多模態對齊、對比式學習、跨模態檢索、多階段訓練策略、電腦視覺、Multimodal alignment、Contrastive learning、Cross-modal retrieval、Multi-stage trainging strategy、Computer vision

Language-Based Reasoning of Machine Sound Anomalies via Difference Representations

數據科學與工程研究所・共同指導：陳秋媛

異常偵測、異常定位、自動音訊描述、音訊差異描述、音訊差異學習、anomaly detection、anomaly localization、automated audio captioning、audio difference captioning、audio difference learning

Multi-Modal Pre-Training for Vehicle Trajectory Reconstruction and Localization in Simulated Urban Environments

智能系統研究所・共同指導：陳建志

多模態對齊、對比式學習、共享嵌入空間、軌跡檢索、CARLA 模擬城市環境、Multimodal Alignment、Contrastive Learning、Shared Embedding Space、Trajectory Retrieval、CARLA Simulated Urban Environments

Secure and Scalable Multi-Key Image Steganography with Key Isolation

智慧系統與應用研究所・共同指導：陳建志

隱寫、深度學習、卷積神經網路、資訊安全、金鑰隔離、Stegonagraphy、Deep Learning、CNN、Information Security、Key Isolation

Enhancing CLIP-Based Anomaly Detection with Visual Description Generation and Memory Bank Filtering

網路工程研究所

異常檢測、CLIP 模型、文本生成、記憶庫、對比式學習、Anomaly detection、CLIP model、Prompts generation、Memory bank、Contrastive learning

A Domain-Specific Post-Hoc Approach to Address the Failure of Platt Scaling in LLM Calibration

智能系統研究所

大型語言模型、深度學習、校準、信心度、LLM、Deep Learning

VideoEvent: Leveraging Relevance and LLMs for Video Question Answering

網路工程研究所

大型語言模型（LLM）、多模態模型、免訓練模型、視覺語言模型（VLM）、影片問答、LargeLanguageModel(LLM)、Multimodal Model、Training-Free Model、Visual Language Model (VLM)、Video Question Answering

ViewMind3D: View-Aware Modular Inference for Zero-Shot 3D-QA

網路工程研究所

三維問答、視覺語言模型、零樣本學習、視覺定位、模組化設計、3D Question Answering、Vision-Language Models、Zero-Shot Learning、Visual Grounding、Modular Design

Resource-Efficient V2X Federated Continual Learning from Unlabeled Streaming Data via Bandwidth-Saving Selection

智慧與綠能產學研究所・共同指導：陳建志

資料選擇、節省頻寬、車聯網、自監督學習、聯邦學習、持續學習、Data Selection、Bandwidth-Saving、Vehicle-to-Everything、Self-Supervised Learning、Federated Learning、Continual Learning

Robust Pose Estimation from mmWave Radar via Spatial Resilience and Motion Consistency

資訊科學與工程研究所

姿態估計、毫米波雷達、時序建模、遮罩自編碼器、條件式擴散、Pose Estimation、mmWave Radar、Temporal Modeling、Masked Autoencoder、Conditional Diffusion

LVADet: A Computer Vision-Based System for Detecting Lymphatic Vessels in Indocyanine Green Images

資訊學院碩士在職專班

淋巴管與靜脈管接合、淋巴管、機器學習、電腦視覺、lymphaticovenous anastomosis、lymphatic vessels、Computer vision、machine learning

HCT-SD: A Hybrid 3D–2D Convolutional Transformer with Self-Distillation for Predicting Postoperative Pneumothorax Severity from Preoperative CT Images in CT-Guided Lung Biopsy

智慧計算與科技研究所・共同指導：陳建志

CT引導經皮肺活檢、癥狀預測、深度學習、計算機視覺、氣胸、活檢、prebiopsy CT imaging、Prediction of pneumothorax、lung tumor biopsy、deep learning、computer vision

DaMO: A Data-Efficient Multimodal Orchestrator for Temporal Reasoning with Video LLMs

智慧計算與科技研究所・共同指導：陳建志

影片語言模型、時間推理、多模態融合、時序感知、時間定位、計算效率優化、資料高效率訓練、Video LLM、Temporal Reasoning、Multimodal Fusion、Temporal Awareness、Temporal Localization、Computational Efficiency Optimization、Data-Efficient Training

Feature Alignment and Compositional Token for Human Pose Estimation

多媒體工程研究所・共同指導：林政寬

特徵對齊、遮擋關節處理、影片的人體姿勢估計、姿勢表示、關節依賴性、Feature Alignment、Occlusion Joint handling、Video-Based Human Pose Estimation、Pose Representations、Joint Dependency

AQB8: Energy-Efficient Ray Tracing Accelerator through Multi-Level Quantization

資訊科學與工程研究所・共同指導：葉宗泰

光線追蹤、領域專屬加速器、圖形處理器、Ray Tracing、Domain-Specific Accelerator、GPU

Generative Conversational Dispatching System of Mobile Service Robot

資訊學院碩士在職專班

大型語言模型、生成式對話系統、邊緣AI、自主移動機器人、服務型機器人、微調模型、提示工程、Largelanguagemodel、Generativedialoguesystem、EdgeAI、Mobilerobot、Service robot、Fine-tuning、Prompt engineering

A Two-Stage Trajectory Sensing Model for Intelligent Shuttlecock Rally Judgment

資訊學院碩士在職專班

深度學習、軌跡感測、動態前景、羽球辨識網路、回合判決、Deep Learning、Trajectory Sensing、Motion Foreground、Shuttlecock Recognition Network、Rally Judgment

Style-Based GAN for High Fidelity One Shot Head Reenactment

智慧系統與應用研究所・共同指導：陳建志

StyleGAN、人頭重建、人臉生成、電腦視覺、人工智慧、head reenactment、talking head generation、computer vision、deep learning、AI

Enhancing Spatio-Temporal Action Detection through Pose-RGB Integrated Interaction Transformer

智能系統研究所

時空動作檢測、變換器神經網絡、姿態與RGB之整合、互動模組、電腦視覺、Spatio-Temporal Action Detection、Transformer Network、Pose-RGB Integration、Interaction Block、Computer Vision

Enhancing Golf Swing Analysis Through Skeleton-Based Temporal Action Segmentation

多媒體工程研究所・共同指導：林政寬

時序動作分割、精準運動、視角多樣性、人體姿態估計、電腦視覺、Temporal Action Segmentation、Precision Sports、Viewpoint Diversity、Human Pose Estimation、Computer Vision

Text-Based Retrieval Technique for Rallies from Badminton Matches

網路工程研究所・共同指導：林政寬

文字檢索影片、多模態學習、影片嵌入模型、詞嵌入模型、體育影片、大型語言模型、Text-to-Video Retrieval、Multimodal Learning、Video Embedding、Text Embedding、Sports Videos、LLM

Dual-Stream Deep Feature and Cell Phenotype Fusion Model for MPN Diagnosis

智能系統研究所

深度學習、全切片影像分析、巨核細胞、形態學、骨髓增生性腫瘤、Deep learning、Whole Slide Image Analysis、Morphological、Megakaryocyte、Myeloproliferative Neoplasms

Virtual Pose Coach: A Motion-Retargeting Approach for Pose Training

資訊科學與工程研究所

數位分身、數位孿生、運動重定向、姿態分析、精準運動、Digital Avatar、Digital Twin、Motion Retargeting、Pose Analysis、Precision Sports

FieldMOT: Multi-Object Tracking of Broadcast Video by Field Registration

資訊科學與工程研究所

場地標記、基礎模型、多相機系統、多物件追蹤、追蹤器、Field Registration、Fundation Model、Multi-camera System、Multi-object Tracking、Tracker

Exploring the Influence of Video Types on Text-to-Video Retrieval Performance

智能系統研究所

文字檢索影片、情境式影片內容分析、影片資料集分類、電腦視覺、生成式人工智慧、Text-to-Video Retrieval、Contextual video Analysis、Video Dataset Categorization、Computer vision、generative LLM-based AI

HAR from Moving Cameras: A Skeleton-Oriented Multi-Modal Model

智慧計算與科技研究所・共同指導：陳建志

資料合成、人體動作識別、移動攝像機、姿態估計、多模態模型、data synthesis、human action recognition、moving camera、pose estimation、multi-modal model

Enhancing Regional Video Inpainting with Structural Guidance

數據科學與工程研究所

3D 卷積網路、電腦視覺、傅立葉頻率卷積、結構修復、影片修補、3D Convolutional Network、Computer Vision、Fourier Frequency Convolutions、Structural Restoration、Video Inpainting

Integrating IMU Sensors and Deep Learning for Magnetic Field Frame Transformation in Indoor Localization

智慧計算與科技研究所・共同指導：陳建志

室內定位、地磁序列、姿態識別、坐標系轉換、深度學習、慣性測量感測器、Indoor Localization、Geomagnetic Sequences、Pose Recognition、Frame Transformation、Deep Learning、Inertial Measurement Sensors

Mura Defect Detection: An Ensemble Approach

智慧計算與科技研究所・共同指導：陳建志

缺陷檢測、少樣本學習、集成學習、顯示均勻性問題、Defect detection、Few-shot learning、Ensemble learning、Mura

WiFi2Seg: Adapting WiFi CSI to Human Segmentation via Hybrid Attentions

智慧計算與科技研究所・共同指導：陳建志

注意力機制、人體追蹤、transformer、WiFi CSI、無線感測、attention、human tracking、wireless sensing

Privacy-Preserving Video Conferencing via Thermal-Generative Images

智慧系統與應用研究所・共同指導：黃彥男

生成對抗網路、條件生成、機密性和隱私、影像合成、熱感測器系統、視訊會議、conditional GAN、confidentiality and privacy、image synthesis、sensor sys- tem、video conference

Enhancing Deep Learning Model Performance with Memory Bank: A Novel Approach to Hard Example Mining

智慧與綠能產學研究所・共同指導：馬清文

記憶銀行、目標檢測、分類任務、增量式學習、主動式學習、Memory Bank、Object Detection、Classification Task、Incremental Learning、Active Learning

DirectFPN: A Parallel Approach for Efficient Feature Pyramid Construction in Temporal Action Localization

智能系統研究所・共同指導：陳建志

時序動作檢測、影片理解、特徵金字塔、卷積神經網路、影像辨識、電腦視覺、Temporal Action Localization、Temporal Action Detection、Video Understanding、Feature Pyramid Networks、Convolutional Neural Network、Pattern Recognition、Computer Vision

Transforming Simple Human Segmentation into Vivid Motion and Lifelike Images

智慧計算與科技研究所・共同指導：陳建志

簡單分割、動態控制、外觀控制、生成對抗網路、影像生成、風格控制、simple segmentation、motion control、appearance control、GAN、image generation、style control

Integrating 3D Time-of-Flight Cameras for Enhanced Image Generation and Appearance Manipulation

智慧計算與科技研究所・共同指導：陳建志

飛行時間、生成對抗網路、動作控制、風格控制、隱私、ToF、GAN、motion control、style control、privacy

DPFL: Dynamic Participation in Federated Learning and a Knowledge Pool Approach

網路工程研究所

資料異質性、分散式學習、邊緣運算、聯邦式學習、行動運算、隱私保護、data heterogeneity、decentralized learning、edge computing、federated learning、mobile computing、privacy preservation

The Survey Hole Inpainting Problem: A Machine Learning Approach

智慧與綠能產學研究所・共同指導：陳建志

對抗式網路、眾包、室內定位、填補、遠端感測、Adversarial Network、Crowdsourcing、Indoor Localization、Inpainting、Remote Sensing

Cross-Target Learning for Organ Image Segmentation

智慧計算與科技研究所・共同指導：陳建志、郭柏村

注意力機制、計算機斷層掃描、圖像分割、醫學影像、模型泛化、attention mechanism、computed tomography、mage segmentation、medical imaging、model generalization ii

Where Is My Cat? 8.6 Meters on Your Right: Learning the Geometric Displacement between WiFi

智慧計算與科技研究所・共同指導：陳建志

眾包、指紋、室內定位、慣性感測、多模態模型、機器人、WiFi、crowdsourcing、fingerprint、indoor localization、inertial sensing、multimodal model、robotics

AI Agent Workflow System - Distributed Management Strategies Based on WebRTC

資訊學院碩士在職專班

AI Agent、生成式AI、WebRTC、點對點連線、GPT4、Midjourney、generative AI、peer to peer

Implementation of Fall Detection System Using Low-Resolution TOF Depth Camera

資訊學院碩士在職專班

3D相機、飛行時間（ToF）、深度、跌倒檢測、Yolo、低分辨率、3D Camera、ToF、Depth、Fall Detection、Low-Resolution

Multi-Points PolarMask: One-Stage Instance Segmentation with Polar Respresentations

數據科學與工程研究所・共同指導：林政寬

單階段實例分割、極座標表示、基於錨點實例分割、即時實例分割、電腦視覺、one-stage instance segmentation、polar presentation、anchor-based instance segmentation、real-time instance segmentation、computer vision

Optimizing Combinatorial Generalization: Insights from Causality and Time Perception

資訊科學與工程研究所・共同指導：彭文志

組合生成、因果推斷、時間感知、視覺任務、自監督學習、孿生網 絡、eMBMS、Combinatorial Generalization、Causal Reasoning、Time Perception、Visual Task、Self-Supervised Learning、Siamese Network

Turning Trajectory Tracking into Object Detection: Vehicle Counting at Intersections by Time-Spatial Images

智慧計算與科技研究所・共同指導：陳建志

智慧交通系統、車輛追蹤、車輛計數、軌跡偵測、時間-空間影像、自注意力機制、Intelligent Traffic System、Vehicle Tracking、Vehicle Counting、Trajectory Detection、Time-Spatial Image、Attention

Realizing Low-Dose Medical Imaging for Radiation Therapy with Artificial Intelligence

智慧科學暨綠能學院博士班・共同指導：陳建志

循環長短期記憶、多體素流、低劑量電腦斷層、Circular LSTM、MVPF、Low-dose CT

Delivery Route Planning - Using Genetic Algorithm

資訊學院碩士在職專班

基因演算法、外送員路線、Genetic Algorithm、Delivery Route

Revisiting Skeleton-based Action Recognition from First-Person View

智慧計算與科技研究所・共同指導：陳建志

電腦視覺、資料集合成、姿態估計、姿態分析、人體動作辨識、computer vision、dataset creation、pose estimation、pose analysis、human action recognition

SERVI:Structure Enhanced Regional Video Inpainting

人工智慧技術與應用碩士學位學程

影像修補、電腦視覺、結構與輪廓復原、傅立葉轉換、漸進式修補、素描空間修補、Video Inpainting、Transformers in Computer Vision、Structure and Contour Restoration、Fourier Transform in Inpainting、Progressive Inpainting Techniques、Sketch-space Inpainting

Self-Supervised Learning of Crowdsourced Wi-Fi RSSI and Geomagnetic Data

網路工程研究所

Self-Supervised Learning、Feature Fusion、Geomagnetic、Wi-Fi RSSI、Indoor Localization、自我監督學習、特徵結合、地磁、室內定位

Label Expansion through Walking Trajectories for Wi-Fi CSI-Based Indoor Localization

網路工程研究所

Wi-Fi 6、Channel State Information (CSI)、Kalman Filter、Auto-Labeling、Deep Learning、Indoor Localization、通道狀態資訊、卡爾曼濾波、自動標記、深度學習、室內定位

Fine-tune Synthetic 3D Posture Estimation for Golf Swing

資訊科學與工程研究所

人體姿態估計、高爾夫、動作捕捉、精準運動、電腦視覺、Human Pose Estimation、Golf、Motion Capture、Precision Sports、Computer Vision

Nondestructive Assessment of Sugar Content in Aurora Melons using Hyperspectral Imaging and Machine Learning

智慧與綠能產學研究所・共同指導：黃彥男

高光譜影像、機器學習、非破壞性檢測、哈密瓜糖度、捲積神經網路、Hyperspectral Imaging、Machine Learning、Nondestructive Assessment、Sugar Content in Melons、Convolutional Neural Networks

A Contrastive Framework for Learning Embedding of Crowdsourced Trajectory Endpoints

網路工程研究所

眾包資料、軌跡端點、向量表示、對比學習、孿生網路、Crowdsourcing、Trajectory Endpoint、Representation、Contrastive Learning、Siamese Network

An Exchange-based AIoT Platform for Fast Application Development

資訊科學與工程研究所

人工智慧物聯網、應用平台、進階訊息佇列通訊協定、AI模型串接、服務配置、服務導向架構、AIoT、Application Platform、Advanced Message Queuing Protocol (AMQP)、AI Models Chaining、Service Configuration、Service-Oriented Architecture

Integrating Context-Aware Services and Multisensor Data Fusion for Enhanced Vehicular Safety and User Experience in Intelligent Environments

電機資訊國際學程・共同指導：張永儒

智慧交通系統、物聯網啟用的系統、多傳感器數據融合、上下文感知服務、車輛安全性和用戶體驗、intelligent transportation systems、internet of things-enabled systems、multi-sensor data fusion、context-aware services、vehicular safety and user experience

Applications of UPDRS using Human Posture Recognition Technology

資訊學院資訊學程

帕金森氏症、姿態識別、巴金森症狀衡量表、MediaPipe、運動症狀評估、Parkinson’s disease、UPDRS、Posture recognition、Motor symptom assessment

Learning Multi-scale Representations with Single-stream Network for Video Retrieval

資訊科學與工程研究所・共同指導：謝旻錚

影片檢索、擴張卷積、時空特徵、去噪自動編碼器、版權檢測、Video Retrieval、Dilated Convolution、Spatio-temporal Representation、Denoising autoencoder、Copyright Detection

On Deep Learning-Based Indoor Positioning and Uncertainty Estimation

資訊科學與工程研究所

室內定位、不確定性、深度學習、定位服務、磁力指紋、indoor localization、uncertainty、deep learning、location-based service、magnetic fingerprint

Combined Bayesian and RNN-based Hyperparameter Optimization for Efficient Model Selection Applied for autoML

智慧系統與應用研究所・共同指導：陳建志、郭柏村

自動模型選擇器、貝氏優化、超參數優化、自動化機器學習、遞歸類神經網路、Auto model selection (AMS)、Bayesian optimization (BO)、hyperparameter optimization (HPO)、autoML (automated machine learning)、Recurrent Neural Network (RNN)

Representative Data Selection for Continual Model Retraining

智慧與綠能產學研究所・共同指導：陳建志、郭柏村

生成對抗網、連續學習、資料管理、變分自編碼器、Adversarial network、Continual learning、Incremental learning、Data management、Variational autoencoder

Natural Language-based Road Video Retrieval

智慧與綠能產學研究所・共同指導：陳建志

智慧交通系統、車輛檢索、自然語言處理、時間-空間影像、對比式學習、Intelligent Traffic System、Vehicle retrieval、Natural Language Processing、Time-Spatial Image、Contrastive Learning

Zero In-map Learning of WiFi Fingerprints

智慧計算與科技研究所・共同指導：陳建志

對抗式神經網路、室內定位、填補、WiFi指紋庫、無線訊號、Adversarial network、Indoor localization、Inpainting、WiFi fingerprint、Wireless sensing

Self-Supervised Learning the Representations of Crowdsourced WiFi Fingerprints

資訊科學與工程研究所

對比式學習、眾包資料、深度學習、室內定位、自我監督式學習、Constrastive Learning、Crowdsourcing、Deep Learning、Indoor Localization、Self-supervised Learning

Reinforcement Learning-based Station Grouping for IEEE 802.11ah Network

網路工程研究所

IEEE802.11ah、受限訪問窗口(RAW)、深度學習、強化學習、Proximal Policy Optimization (PPO)、IEEE 802.11ah、RAW mechanism、deep learning、reinforcement learning、Actor-Critic、Proximal Policy Optimization

Zero In­map Learning of WiFi Fingerprints

智慧計算與科技研究所・共同指導：陳建志

生成對抗網路、眾包、室內定位、插補、無線網路指紋庫、無線傳感、Adversarial network、Crowdsourcing、Indoor localization、Inpainting、WiFi fingerprint、Wireless sensing

Inertial Sensor Guided Human Motion Prediction under Complete Occlusion

網路工程研究所

圖卷積神經網路、人體骨架預測、穿戴式計算、感測網路、感測融合、GCN、Human Motion Prediction、Wearable Computing、Sensor Network、Sensor Fusion

Graph Attention Transformer for Unsupervised Multivariate Time Series Anomaly Detection

智慧與綠能產學研究所・共同指導：陳建志

異常檢測、圖神經網路、時間序列預測、多特徵時間序列、變壓器、Anomaly detection、Graph Neural Network、GRU­forecasting、Multivariate time series data、Transformer

Multi-Scale Motion-Aware Module for Video Action Recognition

網路工程研究所

影片分類、相關性操作、延遲和表現的取捨、移動特徵提取、多尺度、即插即用模塊、video classification、correlation operations、latency-performance trade-off、motion features extracting、multi-scale、plug-and-play module

A Dual-mode Anomaly Detection Model with Supervised Contrastive Learning

網路工程研究所

異常偵測、對比式學習、自監督式學習、特徵學習、電腦視覺、Anomaly Detection、Contrastive Learning、Self-supervised Learning、Representation Learnig、Computer Vision

Supervised Learning Approach for Clustering-Based TDMA MAC Protocol in VANET

資訊科學與工程研究所

車載隨意網路、多層感知器、分群、監督式學習、時槽管理、VANET、multilayer perceptron、clustering、supervised learning、slot management

A Light-Weight Framework for Multi-movement Vehicle Counting

智慧計算與科技研究所・共同指導：陳建志

智慧交通系統、多路徑車輛計數、時間-空間影像、物件偵測、度量學習、Intelligent Traffic System、Multi-movement Vehicle Counting、Time-Spatial Image、Object Detection、Metric Learning

MR-Based UAV Route Planning for the Coverage Task

智慧計算與科技研究所・共同指導：陳建志

混合實境、HoloLens、無人機、路徑規畫、Mixed Reality、Unmanned Aerial Vehicle、Route Planning

Trapezoid-structured Bi-LSTM with Segregated Gates and Bridge Joints for Video Frame Inpainting

資訊科學與工程研究所

視訊幀修復、時空長短期記憶、多核卷積、密集連接、卷積長短期記憶、Video frame inpainting、Spatial-temporal LSTM、Multi-kernel convolution、Dense connection、Convolutional LSTM

Design and Implementation of Transform-based Efficient Learning with Variable Camera Angle for Human Behavior Recognition inside the Elevator

電機資訊國際學程・共同指導：范倫達

可變視角、異常行為偵測、2D 姿勢預估、深度神經網路、3D 姿態預估、普氏分析 (Procrustes analysis)、view ­invariant、fall detection、2D pose estimation、deep neural network、3D pose estimation、procrustes analysis

PDL3D: 3D Attention Module with Partial Dense Layer for Small-to-Medium Dataset on Object Detection

智慧與綠能產學研究所・共同指導：陳建志、郭柏村

深度學習、注意力機制、瑕疵檢測、Deep learning、Attention、Defect detection

Knowledge Transfer Learning from Classification to Segmentation for Scarce Medical Images

智慧計算與科技研究所・共同指導：陳建志、郭柏村

類激活熱力圖、深度學習、醫療圖像、語義分割、轉移學習、Class Activation Map、Deep Learning、Medical Image、Semantic Segmentation、Transfer Learning

Accurate Vehicle-to-Vehicle Instant Alerts by Directional Antennas

資訊學院資訊學程

車間通訊、全向性天線、指向性天線、V2X communication、omni-directional antenna、directional antenna

Tiers of IoT Architecture

資訊學院資訊學程

物聯網、資料存儲、階層式設計、邊緣運算、固態硬碟、頻外管理、IoT、Data Storage、Tiers Architecture、Edge Computing、SSD、OOB

A Multi-embedding Architecture for Incident Video Retrieval

資訊科學與工程研究所

人工智慧、電腦視覺、深度度量學習、事件影片搜尋、影片特徵、Artificial intelligence、Computer vision、Deep metric learning、Incident video retrieval、Video embedding

Performance Evaluation and Enhancement of Pocketsphinx on Raspberry Pi

電機資訊國際學程

物聯網、邊緣計算、語音識別、IOT、Edge Computing、Speech Recognition、PocketSphinx、Raspberry Pi

A Pub-Sub Platform for Intelligent Surveillance with Heterogeneous Sensing Sources

資訊科學與工程研究所

遠端程序呼叫、物聯網、對等式網路、發布/訂閱資料流、監控系統、gRPC、IoT、P2P Communication、Pub-Sub Dataflow、Surveillance System

A TDMA Protocol with Reinforcement Learning Slot Selection for MANETs

網路工程研究所

深度強化學習、隨建即連網路、網路模擬器3、強化學習、時槽選擇、分時多工、Deep Q Network、MANETs、Network Simulator 3、Reinforcement Learning、Slot Selection、TDMA

Trapezoidal Bi-LSTM for Video Frame Inpainting

資訊學院資訊學程

電腦視覺、深度學習、長短期記憶、時空視訊、視訊修復、Computer vision、Deep learning、LSTM、Space-time video、Video inpainting

A Simulation Framework for Vehicle Identification based on Vision and Motion Data Fusion

資訊科學與工程研究所・共同指導：林靖茹

CARLA、Ns-3、自動駕駛、資料融合、車間通訊、Autonomous Driving、Data Fusion、Sensing、V2V communication

Traffic­-Aware Beam Selection and Resource Allocation for 5G NR

網路工程研究所・共同指導：林靖茹

多使用者多輸入多輸出、使用者選擇、波束選擇、波束成型、資源分配、MU­-MIMO、User selection、Beam selection、Beamforming、Resource allocation

On Two-Person Mutual Action Recognition by Deep Learning

網路工程研究所

動作辨識、深度學習、姿態觀察、骨架點分析、Activity recognition、Deep learning、Pose estimation、Skeleton analysis

On Device-Object Pairing by Fusing Camera and Wearable Sensor Data

資訊科學與工程研究所

電腦視覺、資料融合、物聯網、智慧監控、人物辨識、computer vision、data fusion、IoT、surveillance、tracking

Augmenting Car Surrounding Information by Inter-Vehicle Data Fusion in V2X Communications

資訊科學與工程研究所

VX2通訊、自動駕駛、資料融合、感測、粒子濾波器、定位、5G、V2X communication、Autonomous、Driving、Data Fusion、Sensing、Particle Filter、Positioning

Algorithms with Dynamic Power based on Bluetooth Mesh Network

資訊學院資訊學程

動態功率、藍牙、網狀網路、室內定位技術、指紋地圖、深度神經網路、卷積神經網路、Dyanmic power、Bluetooth、MESH network、indoor localization、fingerprinting map、deep neural network、convolutional neural network

Energy-Efficient Downlink Scheduling with Joint Processing in Cloud Radio Access Networks

資訊科學與工程研究所・共同指導：梁家銘

5G、C-RAN、非連續接收機制、動態擇點協作、聯合傳輸、資料卸載、資源排程、節能、服務品質、睡眠排程、Cloud Radio Access Network (C-RAN)、discontinuous reception (DRX)、dynamic point selection (DPS)、joint transmission (JT)、data offloading、resource allocation、power saving、quality-of-services (QoS)、sleep scheduling

A Study of V2V and Image Data Fusion for Surrounding Awareness of Cars on CARLA

資訊學院資訊學程

自動駕駛、車間通訊、數據融合、Autonomous Driving、V2V communication、Data Fusion

Unsupervised Person Labeling and Identification via Tracking Robot and Fixed Cameras

網路工程研究所

人物識別、深度學習、環境監控、資料收集、資料標記、無監督學習、Person Identification、Deep Learning、Surveillance、Data Collection、Data Labeling、Unsupervised Clustering

Integrating LiDAR and Wearable Devices for Smart Surveillance

網路工程研究所

資料融合、物聯網、光達、身分識別、穿戴式計算、Data Fusion、IoT、LiDAR、Surveillance、Wearable Computing

An Accurate Car Position Method Using the Mapping Decision Feedback Neural Network

應用數學系所・共同指導：陳秋媛

自動駕駛、深度學習、類神經網路、車間通訊、數據融合、Autonomous Driving、Deep Learning、Neural Network、V2V Communication、Data Fusion

Indoor Human Localization and Recognition Using 3D LiDAR

電機資訊國際學程

光達、人體定位與辨識、LiDAR、Human Localization and Recognition

A Framework for Fusing Video and Wearable Sensing Data by Deep Learning

網路工程研究所

電腦視覺、資料融合、深度學習、物聯網、人物監視、人體追蹤、computer vision、data fusion、deep learning、IoT、surveillance、tracking

Toward Efficient Network Function Backup via Piggybacking

資訊科學與工程研究所・共同指導：林靖茹

背負式機制、狀態更新、功能備份、實例部署、Piggybacking、State update、Function backup、Instance deployment

Toward Optimal Partial Parallelization for Service Function Chaining

網路工程研究所・共同指導：林靖茹

網路功能虛擬化、服務功能鏈、網路功能平行化、Network function virtualization、Service function chaining、Network function parallelization

A Reliable Transmission within ID-Free Hint Protocol

資訊學院資訊學程

通訊協定、物聯網、機器類型通訊、無線網路、Protocol、IoT、Machine-Type Communication、Wireless Network

On Optimizing Signaling Efficiency of Semi-Persistent Scheduling for VoLTE Retransmissions

應用數學系所・共同指導：陳秋媛

半靜態調度、VoLTE、LTE-A、Semi-Persistent Scheduling

Energy-Efficient DRX Scheduling for IoT Communication in M2M and D2D Coexisting Networks

資訊科學與工程研究所・共同指導：梁家銘

非連續接收機制、裝置間通訊、物聯網、機器間通訊、巨量連結、節能、服務質量、資源複用、資源排程、小數據、Discontinuous Reception/Discontinuous Transmission (DRX/DTX)、Device-to-Device (D2D)、Fifth Generation (5G)、Internet of things (IoT)、Machine-to-Machine (M2M)、Massive Connectivity、Power Saving、Resource Reuse、Resource Allocation、Small Data

Machine to Machine Migration Learning : Case Studies with A Simple Camera

電機資訊國際學程

活動識別、機器對機器之遷移式學習、卷積神經網路、循環神經網絡、決策 樹、Activity Recognition、Machine to Machine Migration Learning、Convolutional Neural Network、Recurrent Neural Network、Decision Tree

Finding New Indicators and Fusing Multi-sensory Data for Indoor Localization

網路與資訊系統博士學位學程・共同指導：陳伶志

都卜勒效應、D2D通訊、樓層定位、粒子濾波機制、行人航位推測法、Doppler effect、D2D communications、Floor detection、Particle Filter、Pedestrian dead-reckoning

Gesture Recognition in Shopping Scenario

電機資訊國際學程

自動傳感、機器學習、手勢識別、傳感器數據分析、Automatic Sensing、Machine Learning、Hand Gesture Recognition、Sensor Data Analytics

Design of ID-Free Protocols for Uploading Small-Size IoT Data

資訊科學與工程研究所・共同指導：陳志成

物聯網、機器與機器間的通訊、多個時槽的分配、隨機存取、資源分配、5G、Internet of Things (IoT)、Machine-to-Machine (M2M) Communication、Multi-Slot Allocation、Random Access、Resource Allocation

Supervision: Fusing Trajectory Data from Wearable and Visual Sensors for Person Identification

網路工程研究所・共同指導：林靖茹

室內定位、物聯網、傳感器融合、影像監控、穿戴計算、indoor localization、Internet of Things (IoT)、sensor fusion、video surveillance、wearable computing

Who Takes What: A Multi-sensor Fusion System for Identification of Object Taken

資訊科學與工程研究所・共同指導：林靖茹

電腦視覺、資料融合、物聯網、穿戴式計算、人物互動、Computer Vision、Data Fusion、IoT、Person Identification、Wearable Computing、Human-Object Interaction

Range-based AoA Likelihood Estimation for Indoor Localization and Tracking

資訊科學與工程研究所・共同指導：林靖茹

角度定位、室內定位、Angle of Arrival、Indoor Localization

On Scalable Service Function Chaining with O(1) Flowtable Entries

網路工程研究所・共同指導：林靖茹

服務鏈、軟體定義網路、網路功能虛擬化、service function chaining、software defined network、network function virtualization

3D Gait Tracking by Acoustic Doppler Effects

網路工程研究所・共同指導：林靖茹

聲音訊號處理、督普勒效應、室內定位、行人航位推算、穿戴式運算、Acoustic Signal Processing、Doppler Effect、Indoor Localization、Pedestrian Dead Reckoning、Wearable Computing

Effective Conversation Partner Inference by Fusing Sound and Text Information

電機資訊國際學程

資料融合、對話夥伴推論、行動計算、自然語言處理、data fusion、conversation partner inference、mobile computing、natural language processing

On Self-Adaptive Localization Technologies

資訊科學與工程研究所・共同指導：易志偉

自我適應測距、訊號地圖、樓層偵測、室內定位技術、粒子濾波演算法、慣性追蹤、視覺地標、adaptive ranging、radio map、floor detection、indoor localization、particle filter、inertial tracking、visual landmark

Energy-Efficient Uplink Resource Scheduling for Ultra-Reliable Communications in NB-IoT Networks

網路工程研究所・共同指導：林靖茹

低耗能、窄帶物聯網、重傳、資源單元、上行資源排程、高可靠、energy saving、NB-IoT、repetition mechanism、resource unit、uplink scheduling、reliability

Hybrid Scheduling Mechanisms for Channel Access in Wi-FiNetworks

網路工程研究所・共同指導：林靖茹

減少碰撞、Wi-Fi、CA-PCR、CSMS/CA、collision reduce

Magnetic Field-Based Indoor Localization Using Neural Network with Robotic Sampling

資訊科學與工程研究所・共同指導：林靖茹

室內定位、地球磁場、物體追蹤、類神經網路、Indoor Positioning、Magnetic Field、Object Tracking、Neural Network

Person Identification and Tracking under Occultation for Accompanyist Robots

網路工程研究所・共同指導：林靖茹

電腦視覺、資料融合、物聯網、人物識別、身份追縱、機器人、穿戴式計算、Computer Vision、Data Fusion、IoT、Person Identification、Tracking、Robotics、Wearable Computing

A Hint-based Random Access Protocol for mMTC in 5G Mobile Network

網路工程研究所

通訊協議、物聯網、LTE、機器類型通訊、無線網路、Communication Protocol、Internet of Things、Machine-Type Communication (MTC)、Wireless Network

Enabling Multi-Model Suggestion in Deep Reinforcement Learning for Financial Trading

資訊科學與工程研究所・共同指導：林靖茹

深度強化學習、A3C、金融交易、Deep Reinforcement Learning、Financial Trading

Resolving Intra-Class Imbalance for GAN-based Data Augmentation

資訊科學與工程研究所・共同指導：王秀瑛

資料不平衡、生成對抗網路、資料擴增、強化式學習、Data Imbalance、Generative Adversarial Network、Data Augmentation、Reinforcement learning

UDGDS:Ultrasound Driver Gesture Detect System

資訊學院資訊學程

駕駛辨識、手勢識別、超聲波反射、Driver detection、Gesture recognition、Machine learning

Design Of Smart Shopping Cart For Customers’ Shopping Improvement

電機資訊國際學程

智慧型購物車、排隊辨識、智慧型購物車追蹤、隊伍特性估算、服務時間、等待時間、藍芽信標、Smart Shopping Carts、Queue Recognition、Smart Shopping Cart Tracking、Queue Property Estimation、Service Time、Waiting Time、BLE Beacon

Multi-Model Pedestrian Tracking Integration and Experiences

資訊科學與工程研究所

室內追蹤、行人航位推算、手機感測器、超聲波、督普勒效應、Indoor Tracking、Pedestrian Dead Reckoning、Smartphone Sensors、Ultrasound、Doppler Effect

Appliance Control by TDoA-based Localization and Gesture Recognition

資訊科學與工程研究所

聲音訊號處理、智慧家庭、室內定位、督普勒效應、手勢辨識、Acoustic Signal Processing、Smart Home、Indoor Localization、Doppler Effect、Gesture Recognition

Item-picking Gesture Recognition Using Extended Shapelet Mining

電機資訊國際學程

自動感應、手勢識別、穿戴式、統計特徵、決策樹、傳感器數據處理、Shapelet Mining、Automatic Sensing、Hand Gesture Recognition、Wearable、Statistical Features、Machine Learning、Decision Tree、Sensor Data Processing

iToy: A Novel IoT System based on Smartphone and User-defined Rules

資訊科學與工程研究所

藍牙信號、物聯網、敲擊識別、智慧手機、Beacons、BLE、IoT、Knocking sound recognition、Smart phone

Calorie Map – An indoor Activity Monitoring and Intensity Estimation System based on Wireless Signal

網路工程研究所

室內定位、動作追蹤、基於無線訊號、超聲波動作辨識、活動量評估、indoor positioning、activity monitoring、based on wireless、acoustic activity identification、intensity estimation

Smart Surveillance System with Movable Cameras on the Track

電機資訊國際學程

智慧監控系統、可移動監視器、自動設置、smart surveillance system、moving camera、self-configuration

Analysis of users’ emotions through physiology

電機資訊國際學程

情感認知、機器學習、生理訊號、穿戴式装置、Emotion Recognition、Machine Learning、Physiological signals、Wearable devices

Eye On You: Fusing Skeleton Data and Inertial Data for Person Identification

網路工程研究所

電腦視覺、資料融合、物聯網、身份辨識、穿戴式計算、Computer Vision、Data Fusion、IoT、Person Identification、Wearable Computing

A USRP-based Platform for Realizing ID-Free Hint Protocol

資訊學院資訊學程・共同指導：林靖茹

USRP、GNU Radio、軟體無線電、通訊協定、物聯網、無線網路、機器型態通訊、SDR、Communication Protocol、IoT、Wireless Network、MTC

Efficient and Consistent Flow Update for Software Defined Networks

網路工程研究所

軟體定義網路、動態路由管理、計算機網路、OpenFlow協定、SDN、routing、computer network、OpenFlow

A Contention-free Access Scheme and An Efficient Random Access Response Message for mMTC in 5G

網路工程研究所・共同指導：范倫達

通訊協定、大量機器設備裝置、隨機存取、第五代行動通訊、Communication protocol、LTE-M、mMTC、Random Access、5G

p-Hint: An ID-Free Paging Scheme for NB-IoT Networks with Massive Devices

網路工程研究所・共同指導：范倫達

第三代合作夥伴計劃、無線網路、物聯網、窄頻物聯網、呼叫、3GPP、Wireless Network、IoT、NarrowBand IoT、Paging

Energy-Efficient DRX Scheduling for D2D Communication in LTE-A Network

資訊學院資訊學程

第三代行動通訊組織進階長期演進技術、裝置對裝置的通訊、不連續接收機制、節能、服務品質、資源再利用、3GPP LTE-A、Device-to-Device Communication (D2D)、Discontinuous Reception Mechanism (DRX)、Energy Saving、Quality of Service (QoS)、Resource Reuse

Based on 802.11 ac A-MPDU mechanism TCP high throughput transmission analysis and optimize

資訊學院資訊學程

802.11 ac、A-MPDU、TCP ACK、高流量、延遲ACK、最佳化、High Throughput、Delayed ACK、Optimize

Use sensors for detect read attention

資訊學院資訊學程

專注度感測、感測器、機器學習、閱讀行為辨識、KNN演算法、Attention Sensing、sensors、Machine Learning、Reading behavior identification、KNN

Collaborative Indoor Localization Based on Sensor Fusion with Particle Filter

資訊科學與工程研究所

自我適應測距、協同定位、樓層偵測、室內定位技術、粒子濾波演算法、慣性追蹤、視覺地標、adaptive ranging、collaborative、floor detection、indoor localization、particle filter、inertial tracking、visual landmark

Self-Adaptable ZigBee Networks & Sensor Applications

資訊科學與工程研究所

定址、位址調借、物聯網、微氣候監測、多播、參數選擇、普及運算、自我調適、車載感測網路、無線感測網路、ZigBee、Addressing、Address borrowing、IoT、Micro-climate monitoring、Multicast、Parameter decision、Pervasive computing、Self-Adaptable、Vehicular sensor network、Wireless sensor network

Using Nonverbal Information for Conversation Partners Detection by Wearable Devices

網路工程研究所

-、acoustic sensing、conversation inference、cooperative sensing、nonverbal information、social interaction analysis、time synchronization、wearable devices

Classifying Head Gestures by Wearable Devices through Machine Learning

資訊學院資訊學程

人機介面、姿態辨識、機器學習、穿戴裝置、gesture recognition、human-computer interface、machine learning、wearable devices

Pedestrian Tracking by Acoustic Doppler Effects

資訊科學與工程研究所

聲音訊號、督普勒效應、室內定位、位置追蹤、行人航位推算、Acoustic Signal、Doppler Effect、Indoor Localization、Location Tracking、Pedestrian Dead Reckoning

UWGesture:An Ultrasound-based Wearable System for Hand Gesture Recognition

資訊學院資訊學程

手勢識別、超聲波反射、穿戴式裝置、Gesture recognition、Ultrasound reflection、Wearable devices

Analyzing Students’ Attention in Class Using Wearable Devices

資訊科學與工程研究所

行為辨識、專注度感測、人體區域網路、機器學習、穿戴式計算、Activity Recognition、Attention Sensing、Body-Area Network、Machine Learning、Wearable Computing

Design and Implementation of Cyclic Camera Surveillance Considering Temporal Coverage in 3D Environments

資訊科學與工程研究所

循環監控、PTZ攝影機、監控系統、監控品質、時域覆蓋、影像解析度、可視角度、佈建與排程、Cyclic monitoring、PTZ camera、surveillance systems、quality of monitoring、temporal coverage、image resolution、view-angle、deployment and scheduling

Toward Grant-Free Transmission of Small, Individual and Group Data from Massive IoT Devices

網路工程研究所

溝通協定、物聯網、機器型態通訊、隨機存取、小資料傳輸、Communication Protocol、Internet of Things (IoT)、Machine-Type-Communication、Random Access、Small Data Transmission

An Efficient Triggering Scheme to Alleviate Signal Congestion for MTC Devices in LTE Networks

網路工程研究所

物聯網、第三方合作夥伴計畫、移動管理實體、機器類型通訊協同工作函式、機器類型通訊、Internet of Things、3rd Generation Partnership Project、Mobility Management Entity、Machine Type Communication Inter Working Function、M2M Communication

Dynamic Credit Reservation Schemes for Online Charging System

資訊科學與工程研究所・共同指導：梁家銘

第三代合作伙伴計劃、家庭分享方案、物聯網、長期演進技術、即時計費系統、3rd Generation Partnership Project (3GPP)、Family Shared Plan、Internet-of-Things (IoT)、Long Term Evolution (LTE)、Online Charging System (OCS)

Studies of Social Interaction by Smart Devices

資訊科學與工程研究所

聲音感測、布隆過濾器、對話推論、合作式感測、裝置對裝置通訊、行動社群網路、普及運算、用戶資料比對、智慧型手機、社交互動、acoustic sensing、Bloom filter、conversation inference、cooperatively sensing、D2D communication、mobile social networks、pervasive computing、profile matching、smartphone、social interaction

A Dynamic Reservation Scheme in Online Charging System for Shared Plan

網路工程研究所

第四代行動通訊技術標準、長期演進技術、線上收費系統、第三代合作伙伴計畫、分享方案、4G、Long Term Evolution (LTE)、Online Charging System (OCS)、3GPP、Shared plan

ID-Free Small Data Transmission for Dense IoT Devices

網路工程研究所

通信協議、物聯網、微型資料、無線網絡、無線感知網路、Communication Protocol、Internet of Things (IoT)、Small Data、Wireless Network、Wireless Sensor Network

BLE-based Collaborative Indoor Localization with Adaptive Multi-lateration and Adaptive Mobile Encountering

網路工程研究所

適應性測距、藍芽、協同式定位、室內定位、裝置相遇、三角定位、adaptive ranging、bluetooth (BLE)、collaborative localization、indoor localization、mobile encountering、multi-lateration

Home Activity Recognition for Multiple Residents based on Historical Interactive Behaviors and Activity Dependency

資訊科學與工程研究所

環境輔助生活、人類活動辨識、無線感測網路、Ambient Assisted Living、Human Activity Recognition、Wireless Sensor Networks

On Fusing M2M Encountering Events for Mobile Indoor Localization

資訊科學與工程研究所

合作式定位、M2M、粒子濾波器、行人航位推算、無線位置追蹤、collaborative localization、particle filter、pedestrian dead reckoning、wireless location tracking

Real Estate Price Models of Based on Real Price Registration

網路工程研究所・共同指導：易志偉

實價登錄、房價模型、資料視覺化、Real Price Registration、House Price Prediction Model

Inference of Conversation Partners by Acoustic Sensing in Smartphone Networks

網路工程研究所

聲音感測、合作感測、對話推論、社交互動、智慧型手機、Acoustic sensing、Cooperative sensing、Conversation inference、Social interaction、Smartphone

Location Recognition via Audio Fingerprint by the Generalized Bayes Method

統計學研究所・共同指導：王秀瑛

聲音背景頻譜、MFCC、混合高斯分佈、最大期望演算法、貝氏方法、Acoustic background spectrum、GMM、EM-algorithm、Generalized Bayes method

On Common Profile Matching among Multiparty Users in Mobile D2D Social Networks Student: Wan-Hsuan Lin Advisor: Prof. Yu-Chee Tseng Department of Computer Science National Chiao Tung University 1001 Ta

資訊科學與工程研究所

布隆過濾器、D2D 通訊、社群網路、資訊匹配、智慧手機應用軟體、Bloom filter、D2D communication、mobile social network、profile matching、smartphone apps

Wearable Localization by Particle Filter with the Assistance of Inertial and Visual Sensors

資訊科學與工程研究所

室內定位、穿戴式計算、粒子濾波器、慣性感測器、視覺感測器、indoor localization、wearable computing、particle filter、inertial sensors、visual sensors

Cooperative Traffic Control with Driving Efficiency Optimization for Multiple Intersections Based on Vehicular Networks

資訊科學與工程研究所

動態交通控制、智慧化運輸系統、交通管理、車載通訊、Dynamic Traffic Control、Intelligent Transportation System、Traffic Management、Vehicular Communications

Energy-Efficient Cell Clustering and Multicast Scheduling for LTE-A MBSFN Networks

網路工程研究所

協同式傳輸、細胞叢集、綠能通訊、長期衍進技術、群廣播單頻網路、CoMP、Cell Clustering、LTE-A、MBSFN、QoS

A resource scheduling scheme with CoMP and MIMO considerations in 3GPP LTE-A networks

資訊學院資訊學程

長期演進技術、多進多出、協同式傳輸、多天線、多細胞、資源配置、long term evolution-advanced、multiple-input multiple output、coordinated multi-point、multi-antenna、multi-cell、resource allocation

On Local Cache Management Strategies for Mobile Augmented Reality

資訊科學與工程研究所・共同指導：林寶樹

擴增實境、快取置換、快取預取、雲端計算、適地性服務、行動計算、augmented reality、cache replacement、cache pre-fetch、cloud computing、location-based service、mobile computing

Energy-Efficient DRX Scheduling for Multicast Transmissions in 3GPP LTE-Advanced Wireless Networks

資訊科學與工程研究所

不連續接收機制、群播、電量管理、服務品質、長期演進技術、無線通訊、Discontinuous Reception Mechanism (DRX)、Multicast、Power Management、Quality of Service、Long Term Evolution-Advanced (LTE-A)、Wireless Communication

A CDMA-based Indoor Visible Light Communications System for Message Broadcasting

資訊科學與工程研究所

可見光通訊、光發射器、光感測器、光源干擾問題、室內廣播、分碼多工存取、無 線通訊、visible light communication、optical sensor、optical receiver、interference problem、indoor broadcasting、modified CDMA、wireless communication

Indoor Localization with Improved Dead-Reckoning and Particle-Filtering in 2.5D Spaces

資訊科學與工程研究所

人體感測、慣性感測單元、位置跟踪、行人航位推算、無線感測網路、body sensing、inertial measurement unit、location tracking、pedestrian dead-reckoning、wireless sensor network

A Lane Recognition System Via Cooperative Vehicular Communications

資訊學院資訊學程

車道辨識、車牌辨識、lane recognition、license plate recognition

A Directional Pairing Interaction System

資訊學院資訊學程

指向配對、觸控裝置、Directional Pairing、Touch

An Energy-Efficient Sleep Scheduling with QoS Consideration in 3GPP LTE-Advanced Networks for Internet of Things

資訊學院資訊學程

長期演進技術、物聯網、省電、服務品質、睡眠排程、Long Term Evolution-Advanced (LTE-Advanced)、Discontinuous Reception/Transmission (DRX/DTX)、Internet of things (IoT)、Power Saving、Quality of Service、Sleep Scheduling

Modeling the Interaction of Multiple Mobile Devices: A Case Study of Google Map Street View Visualization

網路工程研究所

互動、多維度資訊、手持式裝置、Google Map、街景、interaction、mobile device、multi-dimension information、street view

Intelligent Light Control with Energy Constraints: A DALI-based Approach

網路工程研究所

Intelligent building、Light control、Digital Addressable Lighting Interface、Wireless sensor network、Energy constraint、智慧燈控、DALI、節約能源、無線感測網路、電量限制

Visualization of 3D Images via Multiple Mobile Devices: A Case Study of 3D Medical Image Visualization

網路工程研究所

行動裝置、3D視覺化技術、3D影像、多螢幕、三軸加速度計、磁力感測計、串聯視圖、mobile device、3D visualization、3D image、multi-plane、multi-screen、triaxial accelerometer、magnetic sensor、cascaded view

A Flexible Analysis and Prediction Framework on Resource Usage in Public Clouds

資訊科學與工程研究所・共同指導：王蒞君

資源預測、虛擬機器、平行化分群演算法、平行化頻繁樣式成長演算法、resource prediction、virtual machine、Parallel K-means、Parallel FP-growth

Networking Issues in ZigBee Wireless Sensor Networks

資訊科學與工程研究所

位址分派、IEEE 802.15.4、網狀網路、網路生成、孤兒問題、省電機制、網路協定設計、路由協定、無線通訊、無線感測器網路、ZigBee、Address assignment、mesh network、network formation、orphan problem、power saving、protocol designs、routing、wireless communication、wireless sensor network

Human Motion Tracking and Its Data Compression in Body-Area Inertial Sensor Networks

資訊科學與工程研究所

加速度計、無線慣性感測網路、行動運算、資料壓縮、擺置最佳化、人體動作追蹤、accelerometer、body-area inertial sensor network、deployment optimization、human motion tracking、mobile computing、spatial-temporal data compression

A Device-free Location Detection Scheme for Indoor Environment

資訊學院資訊學程

不帶裝置、定位、無線網路、Device-free、Location、Wi-Fi

The Data Recovery Issue in Mobile Broadcast Networks

資訊科學與工程研究所・共同指導：林寶樹

廣播網路、資料復原、DVB-H、DVB-IPDC、能源效率、換手、網路編碼、網路選擇、復原網路、WiFi、WiMAX、無線網路、broadcast、data recovery、energy efficiency、handover、network coding、network selection、recovery network、wireless network

Low-Latency and Power-Saving Data Collection Mechanisms for Wireless Sensor Networks

資訊科學與工程研究所

通訊協定、資料收集、資料收集器、電量保存、負載平衡、無線感測網路、communication protocol、data gathering、data mule、energy conservation、load balance、wireless sensor network

Spatial-Temporal Analysis of Mobility for Evacuation Time Optimization in Group-Based and Individual-Based Emergency Guiding

資訊科學與工程研究所

緊急逃生導引、家庭安全、負載平衡、普及運算、無線感測網路、Emergency Guiding、Home Security、Load Balancing、Pervasive Computing、Wireless Sensor Network