陳洳瑾 教授 兼 電算中心中心主任
- 系所：資訊工程系
- 研發領域：其他工程及工程業
- 標籤： 數位計算系統,多媒體應用
- 專長： 計算機概論,工程數學,數位影像處理,圖形識別,影像處理,電腦視覺,數位內容截取,人機互動
- 學歷：
國立成功大學資訊工程博士
- 經歷：
- 電話：(07)381-4526#15815
- 傳真：(07)383-7429
1
具雙軸注意力機制及最佳損失函式於輕量網路影像去模糊Single Image Deblurring via multi-loss Lightweight deep model with XY-attention mechanism
2
危險機械操作行為偵測：基於融合注意力機制之光流特徵GRU網路An Attention-based GRU Network with Flow-Guided Features for Unsafe Action Detection in Machine Operation
3
即時顯微影像之白血球細胞辨識：以階層式深度模型於正確率提升研究White Blood Cell Recognition in Microscopic Live Streaming:Accuracy Improvement using Hierarchical Deep Models
4
組合式車輛重新識別演算法於線上中古車交易平台物件搜尋Ensemble-based Vehicle Re-identification for Object Search in Online Trading Platform of Used Cars
5
基於MVC架構之線上印鑑管理系統Development of Web-based System for Seal Management Using MVC Framework
6
中文社群媒體情感分析：基於ALBERT語意特徵擷取於卷積注意力網路Chinese Sentiment Analysis on Social Media:Leveraging ALBERT for Semantic Feature Extraction in Attention-based Convolutional Networks
7
基於鋼捲ID影像辨識於實現產線全自動化Vision-based Coil ID Recognition for Fully Automated Production Line Implementation
8
劃記核對影像後處理之自動瑕疵記號辨識與定位Autonomous Mark Detection and Localization from NG Inspection Images
9
使用深度學習網路實現醫療救護用品辨識系統開發Implementation of Medical Supplies Recognition system via Deep Net
10
使用深度學習網路實現物件辨識Deep learning network is used to realize object identification
11
快速暨高可擴性大數據探勘演算法之研究A study on fast and scalable mining from big data
12
整合式邊緣AI運算平台之封裝基板ID辨識Using integration platforms of edge AI to detect and identify the ID of Substrate
13
應用機器視覺與深度學習於病理組織切片之不良率檢測Apply Machine Vision and Deep Learning to Pathological dyeing slide Defects Inspection
14
運用自然語言處理技術於LINE服務機器人實作IMPLEMENTATION OF LINE SERVICE ROBOT USING NATURAL LANGUAGE PROCESSING
15
基於深度學習與顏色特徵之行人辨識方法比較Comparison of Person Re-identification Methods based on Deep Learning and Color Features
16
基於串接式深度網路於鋼胚序號字元辨識OCR on Steel Embryo Images with Cascaded Deep Nets
17
透過演員評論家模型與穩定機制於自動駕駛賽車模擬Asynchronous Actor-Critic Model With Stabilization Mechanism For Self-Driving Racing Game
18
基於注意力長短期記憶網路於影像串流洗手動作辨識An Attention-based LSTM Model for On-line Streaming Hand Washing Action Recognition
19
基於歷史偵測記憶於即時實例分割穩定度之提升Real-time Instance Segmentation for Stability Improvement with Historical Detection Results
20
基於時間線索之非監督式網路訓練於跨資料集多攝影機行人路徑追蹤Unsupervised Cross-Domain Learning with Temporal Cues for Multi-camera Pedestrian Trajectory Tracking
21
輕量化之多尺度卷積神經網路於單幅影像去模糊Lightweight Multi-scale Convolutional Neural Network for Image Deblurring
22
基於輕量化深度網路於即時多人3D姿態估計Real-time 3D Pose Estimation with Lightweight Deep Nets
23
巨量的3D地理空間內容於網路串流及顯示之技術與應用探討The Research of technology for streaming and rendering massive 3D geospatial content
24
使用深度學習網路於影帶超解析度實作Use the deep learning network to implement super-resolution videotape
25
基於深度學習之白血球種類偵測Object Detection of White Blood Cell Using Deep Learning Method
26
影像標題生成精準度提升：運用物件語義於 Encoder-Decoder 架構之關鍵字學習A Keyword-based Encoder-Decoder Framework with Semantic Object Attention for Precise Image Caption Generation
27
結合注意力機制與鑑別性區域選擇於小樣本影像分類之學習Spatial Attention Deep Net with Discriminant Regions for Few-Shot Image Classification
28
使用二維卷積激勵框架與注意力長短期記憶模型於行為辨識A Distilled 2D CNN-LSTM Framework with Temporal Attention Mechanism for Action Recognition
29
基於多重串流長短期記憶神經網路運用於台灣指數期貨交易之研究Research of Taiwan Index Futures Trading based on Multi-Stream Long Short-term Memory Neural Networks
30
運用時序特徵擷取與序列模型於商品銷售預測之研究Research on Commodity Sales Forecast Using Time Series Feature Extraction and Sequence Model
31
運用深度學習網路於市區道路路牌偵測與辨識Using Deep Learning Network to Detect and Identify Road Signs in Urban Areas
32
基於二維卷積網路與時序取樣架構於線上行為偵測Online Action Detection based on 2D Convolutional Neural Network and Temporal Sampling Strategy
33
基於時間序列與空間鄰居感知圖之時間卷積網路於車道軌跡預測Vehicle Trajectory Prediction via Temporal Convolution Network with Time Series and Spatial Neighborhood Perception Map
34
基於多串流之三維卷積網路於危險駕駛行為辨識Analysis of Driving Behavior based on Multi-stream 3D Convolutional Network
35
運用Petri Net模型建構即時性排班暨結果監測系統解決護理師排班難題Solving Nurse scheduling problem by Immediately scheduling and result monitoring system with Petri Net model
36
基於深度殘差網路於一致性之互動式動漫草圖著色Interactive Anime Sketch Colorization with Style Consistency via a Deep Residual Neural Net
37
使用End-to-End深度網路於高品質光流估算之 自適性可變動影帶內插Adaptive frame interpolation using an end-to-end deep net with high quality flow estimation
38
基於深度漸進式網路之超解析自適性光線校正於車牌辨識效能提升Video super resolution with adaptive light correction for license plate recognition using a progressive deep net
39
基於雙流卷積融合網路於駕駛行為分析與識別Driver Behavior Analysis via Two-Stream Deep Convolutional Neural Network