Multimedia and Computer Vision Laboratory

National Cheng Kung University

Laboratory Director


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  • Name: Wei-Ta Chu, Ph.D. (朱威達 博士)
  • Email: wtchu@gs.ncku.edu.tw
  • Personl Website

Laboratory Member


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  • Name: Yu-Hsiang Chen (陳宥翔)
  • Email: p76124087@gs.ncku.edu.tw


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  • Name: Chieh-Yu Pan (潘玠佑)
  • Email: chiehyu.pan@gmail.com


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  • Name: Cheng-Kang Tan (譚丞岡)
  • Email: ekatmdrkd7227@gmail.com


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  • Name: Yi-Hsuan Lu (呂沂瑄)
  • Email: p76124126@gs.ncku.edu.tw


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  • Name: Hsuan-Yu Fan (范瑄育)
  • Email: tinafan40618@gmail.com


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  • Name: Yu-Chen Lai (賴禹辰)
  • Email: marow17623@gmail.com


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  • Name: Jing-Sian Chen (陳靖憲)
  • Email: p76114765@gs.ncku.edu.tw


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  • Name: Zong-lin Li (李宗霖)
  • Email: vs6112048@gs.ncku.edu.tw


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  • Name: Guan-Yu Wu (吳冠渝)
  • Email: age73423@gmail.com


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  • Name: Jia-Yi Chen (陳嘉儀)
  • Email: p76114325@gs.ncku.edu.tw


Graduated Member

2024



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  • Name: Yu-Yuan Huang (黃有源)
  • Email: sy2es94098@gmail.com
  • Thesis: ViT-based Aggregator and Group Features in Multiple Instance Learning for Whole Slide Image Classification and Segmentation (應用於全切片影像分類與分割的 ViT 聚合器與基於組特徵的多實例學習方法)

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  • Name: Yi-Cheng Liu (劉益程)
  • Email: vs6102116@gs.ncku.edu.tw
  • Thesis: Chart Question Answering based on Modality Conversion and Large Language Models (基於模態轉換和大型語言模型的視覺問答)




2023



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  • Name: Yi-Peng Wang (王翊芃)
  • Email: jason0860907@gmail.com
  • Thesis: Multiple Player Tracking with 3D Position Projection and Spatial-Temporal Information in Multi-View Volleyball Videos (多視角排球影片中考慮三維位置對應與時空資訊的多球員追蹤)

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  • Name: Yi-Chen Chen (陳奕辰)
  • Email: tyler88128949@gmail.com
  • Thesis: Positive and Negative Set Designs in Contrastive Feature Learning for Temporal Action Segmentation (對比特徵學習中正負樣本設計應用於動作切割)

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  • Name: Liang-Yu Sun (孫諒瑜)
  • Email: bright880409@gmail.com
  • Thesis: Overall Positive Prototype for Few-Shot Open-Set Recognition (少樣本開放資料識別的整體正原型)

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  • Name: Ci-Yin Zhang (張慈殷)
  • Email: solemn0219@gmail.com
  • Thesis: Occlusion-Aware Manga Character Re-identification with Contrastive Learning (以對比式學習進行遮蔽感知的漫畫人物重識別)




2022



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  • Name: Yi-Ting Yang (楊奕廷)
  • Email: ytyang6690@gmail.com
  • Thesis: Manga Text Detection with Manga-Specific Data Augmentation and Its Applications on Emotion Analysis (基於針對漫畫資料增強之漫畫文字偵測及其漫畫情緒分析應用)

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  • Name: Wei-Chi Chen (陳韋志)
  • Email: iphone31302@gmail.com
  • Thesis: Self-Supervised Self Distillation (基於自監督式學習的自蒸餾學習)

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  • Name: Ching-Ching Yang (楊晴晴)
  • Email: chinx25425@gmail.com
  • Thesis: Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer (基於跨模態深度學習之弱監督式影像雜湊技術)

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  • Name: Jia-Hua Tsai (蔡佳樺)
  • Email: vivitsai94233@gmail.com
  • Thesis: Multimodal Fusion with Cross-Modal Attention for Action Recognition in Still Images (應用基於跨模態注意力的多模態融合於靜態影像動作辨識)

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  • Name: Di-Yuan Wang (王蒂元)
  • Email: f74052162@gs.ncku.edu.tw
  • Thesis: Audio-visual Approaches to Predicting and Detecting Mild Cognitive Impairment and Dementia in Older Adults (基於視覺與聽覺資訊之偵測老人輕度認知障礙及失智症)




2021



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  • Name: Sian-Yao Huang (黃顯堯)
  • Email: e0928021388@gmail.com
  • Thesis: Searching by Generating: Flexible and Efficient One-shot NAS with Architecture Generator (透過生成進行搜索:基於架構生成器之彈性且高效一次性神經網路搜索)

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  • Name: Wet-Ting Tsao (曹維廷)
  • Email: a0903511820@gmail.com
  • Thesis: Multi-Class Novelty Detection with Generated Hard Novel Features (藉由生成困難的新奇特徵來達到多類別新奇檢測)

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  • Name: Tsung-Han Ho (何宗翰)
  • Email: p76081417@gs.ncku.edu.tw
  • Thesis: A Multi-Scale Thermal-to-Visible Face Synthesis System with Studies of High-Frequency Information and Race Bias Issues (結合高頻資訊及種族偏差研究的熱影像到可見光多尺度人臉合成系統)

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  • Name: Chen-Ni Chen (陳貞霓)
  • Email: cschen@mislab.csie.ncku.edu.tw
  • Thesis: How It Flies and Why It Flies? Volleyball Trajectory Segmentation and Classification (球如何飛行與為何飛行?排球軌跡切割與分類)




2020



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  • Name: Si-Heng Huang (黃思恒)
  • Email: asd2012352@gmail.com
  • Thesis: Multi-Label Image Recognition by Using Semantics Consistency, Object Correlation, and Multiple Samples (應用語義一致性、物件相關性與多重樣本於多標籤圖像辨識)

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  • Name: Zong-Wei Pan (潘宗煒)
  • Email: tiffany850305@gmail.com
  • Thesis: Weakly Supervised 3D Human Pose Estimation by Joint Considering Temporal and Multiview Information (共同考慮時間及多視角資訊的弱監督式人體三維姿態預估)

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  • Name: Ping-Shen Huang (黃品珅)
  • Email: kevin971227@gmail.com
  • Thesis: Thermal Face Recognition based on Multi-Scale Image Synthesis (基於多尺度影像合成的熱感應人臉辨識)

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  • Name: Yu-Hsuan Liang (梁育瑄)
  • Email: a90023y@gmail.com
  • Thesis: Visual Weather Property Prediction by Multi-Task Learning and Two-Dimensional RNNs (通過多任務學習和二維遞歸神經網路預估影像中的天氣屬性)



2019



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  • Name: Yu-Hsin Liu (劉雨鑫)
  • Email: share790113@gmail.com
  • Thesis: Spatiotemporal Modeling and Label Distribution Learning for Video Summarization (應用時空模型與標籤分布學習摘要影片)
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  • Name: Lin-Yu Ko (柯林佑)
  • Email: linyukotw@gmail.com
  • Thesis: BatikGAN: A Generative Adversarial Network for Batik Creation (BatikGAN: 一個用於蠟染影像創作的對抗式生成網路)
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  • Name: Li-Wei Huang (黃立緯)
  • Email: alta9160@gmail.com
  • Thesis: Attribute-Aware Multi-Scale Image Generation with Residual Learning (結合殘差式學習之多尺度屬性感知影像生成)

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  • Name: Yu-Hui Liu (劉玉蕙)
  • Email: zoeydates@gmail.com
  • Thesis: Thermal Facial Landmark Detection by Deep Multi-Task Learning (基於多任務學習的熱感應影像人臉特徵點偵測)

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  • Name: Yu-Tzu Fan (范祐慈)
  • Email: p3212321@gmail.com
  • Thesis: Photo Filter Classification and Filter Recommendation without Much Manual Labeling (濾鏡分類與毋須人工標註的濾鏡推薦系統)



2018

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  • Name: Jo-Ning Wu (吳若寧)
  • Email: dylane1024@gmail.com
  • Thesis: A Parametric Study of Deep Perceptual Model on Visible to Thermal Face Recognition (基於深度感知模型的遠紅外光人臉影像辨識之參數研究)

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  • Name: Kai-Chia Ho (何開加)
  • Email: kevinho627627@gmail.com
  • Thesis: Visual Weather Property Prediction (以視覺資訊預估天氣屬性)

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  • Name: Hung-Jui Guo (郭紘睿)
  • Email: hguo2003@gmail.com
  • Thesis: Multi-Stream Networks for Multi-Sampled Multi-Label Image Classification (應用多項神經網路於多圖片標籤分類)

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  • Name: Chih-Chi Yu (游智棋)
  • Email: john95279826@gmail.com
  • Thesis: Text Detection in Manga by Deep Region Proposal, Classification, and Regression (以深度網路區域提案分類及回歸偵測漫畫中的文字區塊)

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  • Name: Yu-Ting Hsu (徐郁婷)
  • Email: thounote@gmail.com
  • Thesis: Depth-Aware Image Colorization Network (深度感知之影像著色類神經網路)

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  • Name: Hao-An Chu (朱皓安)
  • Email: cha103m@cs.ccu.edu.tw
  • Thesis: A Genetic Programming Approach to Integrate Multilayer CNN Features for Image Classification (使用基因規劃法整合卷積神經網路多層特徵用於影像分類)



2017

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  • Name: Samuel Situmeang (撒母耳)
  • Email: samuel.situmeang@ymail.com
  • Thesis: Badminton Video Analysis based on Spatiotemporal and Stroke Features

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  • Name: Ming-Chih Kao (高銘治)
  • Email: a49906207a@gmail.com
  • Thesis: A Study on Summarizing Blog Articles by Using Image-Text Alignmemt (使用影像與文字對齊技術摘要部落格文章)

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  • Name: Wei-Wei Li (李韋緯)
  • Email: welcometoway@gmail.com
  • Thesis: Face Detection in Manga based on Deep Neural Network (利用深度學習實作漫畫人臉偵測)

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  • Name: Yi-Ling Wu (吳依玲)
  • Email: amtommy6@gmail.com
  • Thesis: Image Style Classification based on Learnt Deep Correlation Features (應用自動學習的深度相關性特徵於影像風格分類)



2016

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  • Name: Wei-Han Huang (黃韋翰)
  • Email: morewater0726@gmail.com
  • Thesis: Hotel Recommendation Considering Visual Information and Cultural Difference (考慮視覺資訊及文化差異於旅館推薦)

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  • Name: Tsung-Han Yang (楊宗翰)
  • Email: bensonyang0258@gmail.com
  • Thesis: A Study of Combining Re-coloring and Adding Patterns to Images for Dichromats (研究結合重新著色及加入圖案的影像對於色盲者的影響)

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  • Name: Ding-Shiuan Ding (丁鼎軒)
  • Email: lzi94u@gmail.com
  • Thesis: Estimating Weather Information from Image with Random Forests (使用隨機森林從單張影像預測天氣資訊)

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  • Name: Jia-Hsing Lin (林家興)
  • Email: xupruvu@gmail.com
  • Thesis: Food Image Captioning with Verb-Noun Pairs Empowered by Joint Correlation (聯合模型相關性產生動詞名詞配對描述食物影像)

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  • Name: Han-Yuan Chang (張瀚元)
  • Email: chyuan101m@cs.ccu.edu.tw
  • Thesis: Advertisement Detection, Segmentation and Classification for Newspaper Images and Website Snapshots (針對報紙影像及網站快照做廣告偵測、切割及分類)

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  • Name: Ya-Lun Tsai (蔡亞倫)
  • Email: allen80311@yahoo.com.tw
  • Thesis: A Restaurant Recommender System Considering Visual Information (考慮視覺資訊之餐廳推薦系統)



2015

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  • Name: Han-Nung Hsu (徐漢農)
  • Email: h3607912@hotmail.com
  • Thesis: News Story Clustering with Fisher Embedding from What and How Aspects (基於 Fisher Embedding 之新聞報導分群)

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  • Name: Wei-Chung Cheng (鄭為中)
  • Email: lovejoyit@gmail.com
  • Thesis: Manga-Specific Features and Latent Style Model for Manga Style Analysis (漫畫影像特徵與潛藏風格模型用於漫畫風格分析)

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  • Name: Yung-Chieh Chou (周雍傑)
  • Email: andy0983011@yahoo.com.tw
  • Thesis: On Broadcasted Game Video Analysis: Event Detection, Highlight Detection, and Highlight Forecast (遊戲視訊分析:事件偵測及精彩片段偵測與預測)

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  • Name: Chih-Hao Chiu (邱志豪)
  • Email: kennex2conan14@gmail.com
  • Thesis: Predicting Occupation from Images by Combining Face and Body Context Information (結合人臉及身體脈絡資訊於影像中預測職業)



2014

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  • Name: Fan Liu (劉帆)
  • Email: a4623671@gmail.com
  • Thesis: Mathematical Formula Detection in Heterogeneous Document Images (異質 性文件影像中的數學方程式偵測)

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  • Name: Ying-Chieh Chao (趙英傑)
  • Email: raff1219@hotmail.com
  • Thesis: Design and Statistical Analysis of Manga-Specific Features for Manga Style Study (用於日式漫畫風格研究之影像特徵設計與統計分析)

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  • Name: Xiang-You Zheng (鄭翔祐)
  • Email: grapefruit623@gmail.com
  • Thesis: A Camera as A Weather Sensor: Estimating Weather Information from a Single Image (以相機為天氣感測器:從影像預估天氣資訊)

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  • Name: Chia-Hsiang Yu (游家祥)
  • Email: xneonvisionx@hotmail.com
  • Thesis: Optimized Comics-Based Storytelling for Temporal Image Sequences (用於 時序性影像序列之最佳化漫畫敘事系統)



2013

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  • Name: Yu-Kuang Chen (陳昱光)
  • Email: ban77323@hotmail.com
  • Thesis: Investigation of How Image Display Size Affects Aesthetic Perception (探討 影像顯示大小如何影響影像美感)

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  • Name: Feng-Chi Chang (張豐麒)
  • Email: winderif@gmail.com
  • Thesis: A Privacy-Preserving Bipartite Graph Matching Framework for Multimedia Analysis and Retrieval (用於多媒體分析與檢索的隱私保護二元圖配對架 構)

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  • Name: Ming-Hung Hsu (徐明宏)
  • Email: brighter24581210@hotmail.com
  • Thesis: Fast Object Detection and Tracking Using Multistage Particle Window Deformable Part Model (利用階段式粒子視窗之可變形部件模型的快速物 件偵測與追蹤)

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  • Name: Chun-Chang Huang (黃俊璋)
  • Email: icecandyandscheme@gmail.com
  • Thesis: Evaluation of Product Quantization for Image Recognition (評估乘積量化用 於影像辨識之效能)



2012

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  • Name: Hsing-Han Wang (王星翰)
  • Email: Leon80104@hotmail.com
  • Thesis: Animation2Comics: Transforming Animation Videos into Comics (影片轉漫 畫:將動畫影片轉換為漫畫)

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  • Name: Chih-Hao Chen (陳志豪)
  • Email: w7376ms46@hotmail.com
  • Thesis: Color CENTRIST: A Color Descriptor for Scene Categorization (Color CENTRIST:用於場景分類的顏色描述子)

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  • Name: Yi-Sheng Chang (張懿聖)
  • Email: kero033@yahoo.com.tw
  • Thesis: Street Sweeper: Detection and Removal of Vehicles in Google Street View Images (街景清道夫:自 Google 街景圖中偵測與去除車輛)



2011

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  • Name: Chao-Chin Huang (黃朝琴)
  • Email: jackjack200142@gmail.com
  • Thesis: News Story Clustering with Bag of Word Model and Affinity Propagation (基於袋字模型及親和性互動演算法之新聞報導分群)

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  • Name: Sheng-Chung Tseng (曾聖鈞)
  • Email: bittertea0503@gmail.com
  • Thesis: GPU-Accelerated Scene Categorization under Multiscale Category-Specific Visual Word Strategy (使用 GPU 加速多尺度特定類別視覺辭彙策略下之場景分群)

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  • Name: Tzu-Min Yang (楊子旻)
  • Email: faad10@hotmail.com
  • Thesis: Product Quantization for Video Copy Detection and News Topic Tracking (乘積量化應用於複製影片偵測與新聞主題追蹤)

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  • Name: Tsung-Che Lin (林琮哲)
  • Email: congjhe@gmail.com
  • Thesis: Logo Recognition in Real-World Images by Using Visual Patterns (利用視覺 化樣板與真實世界影像中之標誌辨識)

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  • Name: Cheng-Jung Li (李承融)
  • Email: jackiecool@ms41.url.com.tw
  • Thesis:



2010

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  • Name: Shang-Ying Tsai (蔡尚穎)
  • Email: shouyinz@hotmail.com
  • Thesis: On Correlating Dance Video with Music Based on Rhythm Information (基於節奏資訊分析跳舞影片與音樂之關連)

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  • Name: Ming-Hung Tsai (蔡明宏)
  • Email: am486dx2@hotmail.com
  • Thesis: Mining Frequent Spatial Feature Configurations for Architecture Image Classification and Produce Image Retrieval (頻繁空間特徵結構探勘應用於建築物影像分類及商品影像檢索)

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  • Name: Wen-Lung Liu (劉文龍)
  • Email: Dragonliu01@gmail.com
  • Thesis: Object Class Invariant Model for Age Estimation and Gender Classification in Pose Variant and Occluded Faces (物件類別不動量模型應用於不同姿勢與遮蔽下之人臉年齡估計及性別分類)

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  • Name: Po-Chi Chuang (莊柏祺)
  • Email: b22585699@hotmail.com
  • Thesis: Video Copy Detection Based on Bag of Trajectory and Two-Level Approximate Sequence Matching (基於軌跡袋字模型與兩階段近似序列比對於複製影片偵測)

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  • Name: Meng-Luen Li (李孟倫)
  • Email: badbadyuniko@hotmail.com
  • Thesis: Score Following and Retrieval Based on Sequence Matching and Chromagram Representation (基於序列比對與色譜表現的樂譜追蹤與檢索)



2009

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  • Name: Wen-Ho Tsai (蔡文河)
  • Email: tsaiwenho@gmail.com
  • Thesis: Modeling Spatiotemporal Relationship between Moving Objects for Sports Event Tactics Analysis (用移動物體的時間-空間模型分析運動影片事件戰術)

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  • Name: Chien-Ta Hung (洪建達)
  • Email: hct96m@cs.ccu.edu.tw
  • Thesis: Clothes Segmentation in Consumer Photos by Using Common Information (使用共同資訊於消費性照片中之衣服區域切割)

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  • Name: Ya-Ling Lee (李亞霖)
  • Email: yalinglee111@hotmail.com
  • Thesis: Visual Language Model for Face Clustering in Consumer Photos (使用視覺語言模型於消費型照片中進行人臉分群)

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  • Name: Che-Cheng Lin (林哲正)
  • Email: John72831@yahoo.com.tw
  • Thesis: Using Cross-Media Correlation for Travel Media Analysis (利用跨媒體關聯性於旅遊媒體分析)

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  • Name: Chia-Hung Lin (林家弘)
  • Email: fannisky@gmail.com
  • Thesis: Consumer Photo Management and Browsing Facilitated by Near-Duplicate Detection with Feature Filtering (利用加入特徵過濾的相似偵測來幫助管理及瀏覽消費型照片)