He started his journey of computer science at National Chung Cheng University as finished his bachelor degree in 2007. Then, he received a master degree in the department of computer science at National Cheng Kung University, 2009. Now, he is a research assistant in Institute of Information Science, Academia Sinica, and expects to leave at July 31.
He has great interest in the related topics: Pattern Recognition, Machine Learning and Data Mining. Also, he particular focuses on their applications in Computer Vision and Multimedia Data Mining.

 

 

M.S. CS, National Cheng Kung University, Aug, 2009 (major GPA:4.0/4.0, 91.2/100.0) Advisor: Prof. Tseng, Vincent Shin-Mu.

B.S. CS, National Chung Cheng University, Jun. 2007 (major GPA:3.5/4.0, 81.6/100.0, rank: 8/54)

 

 

Large-scale Data Mining

Multimedia Content Analysis

Pattern Recognition

 

 

 

[1]. Hsin-Ho Yeh, Chun-Yu Yang, Ming-Sui Lee, Chu-Song Chen. "Improving Aesthetic Quality Assessment of Videos by Temporal Integration of Photo and Motion-based Features." submitted to IEEE Transaction on Multimedia.

 

[2]. Ja-Hwung Su, Hsin-Ho Yeh, Philip S. Yu and Vincent S. Tseng. "Music Recommendation Using Content and Context Information Mining." in IEEE Intelligent Systems, vol. 25, no. 1, pp. 16-26, 2010. Citation >= 14

 

[3]. Ja-Hwung Su, Yu-Ting Huang, Hsin-Ho Yeh and Vincent. S. Tseng. "Effective Content-based Video Retrieval Using Pattern Indexing and Matching Techniques." in Expert Systems with Applications, vol. 37, no. 7, pp. 5068-5085, 2010.

 

 

[1]. Hsin-Ho Yeh and Chu-Song Chen. "From Rareness To Compactness: Contrast-Aware Image Saliency Detection." in Proc. IEEE International Conference on Image Processing, Orlando, Florida, USA, 2012.

project page | pdf

 

[2]. Chun-Yu Yang, Hsin-Ho Yeh and Chu-Song Chen. "Video Aesthetics Quality Assessment by Combining Semantically Independent and Dependent Features." in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic, 2011.

project page | pdf | poster

 

[3]. Hsin-Ho Yeh, Jiun-Yu Chen, Chun-Rong Huang and Chu-Song Chen. "AN ADAPTIVE APPROACH FOR OVERLAPPING PEOPLE TRACKING BASED ON FOREGROUND SILHOUETTES." in Proc. of IEEE International Conference on Image Processing, Hong Kong, 2010. oral

project page | pdf | slide

 

[4]. Ja-Hwung Su, Hsin-Ho Yeh and Vincent S. Tseng. "A Novel Music Recommender by Discovering Preferable Perceptual-Patterns from Music Pieces." in Proc. ACM Symposium on Applied Computing, Sierre, Switzerland, 2010. Accept rate=26.9%

 

[5]. Ja-Hwung Su, Bo-Wen Wang, Hsin-Ho Yeh and Vincent S. Tseng. "Ontology-Based Semantic Web Image Retrieval by Utilizing Textual and Visual Annotations." in Proceedings in Proc. IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, Milano, Italy, 2009.

 

[6]. Ja-Hwung Su, Hsin-Ho Yeh and Vincent S. Tseng. "An Effective Video Retrieval System by Combining Visual and Textual Mining Techniques." in Proc. the Multimedia Data Mining workshop at the 2009 SIAM SDM conference, Sparks, Nevada, 2009. oral

demo page | slide

 

[7]. Vincent S. Tseng, Ja-Hwung Su, Bo-Wen Wang, Chin-Yuan Hsiao, Jay Huang and Hsin-Ho Yeh. "Intelligent Multimedia Recommender by Integrating Annotation and Association Mining." in Proc. IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing, Taichung, Taiwan, 2008.

 

 

 

Hsin-Ho Yeh and Vincent S. Tseng. "Intelligent Music Recommendation Techniques by Mining Context Information and Musical Contents", July 28, 2009. pdf

 

 

 

4. Frequent Itemset Mining

 

3. Data Clustering

 

2. City Bus Path Plane

 

1. Collaborative filtering

 

 

 

 

Programming Language: Assembly, C/C++, C#, Java, Matlab, Javascript, ASP/JSP/PHP with SQL.

 

Library: OpenCV/GL/MP, CUDA

 

Language: Chinese, English

 

 

3. Thesis Excellent Work, Instuite of Information & Computing Machinery (IICM), 2009. Link | certification

 

2. Graduate Students Travel Grant, distributed by Headquarters of University Advancement at National Cheng Kung University, 2009.

 

 

1. Pan Wen-Yuan Scholarship, distributed by the Pan Wen-Yuan Foundation, 2008. Link | certification

 

 

2. Jul. to Sep., 2007, Summer Intern, MediaTek. Manager: Jovi Chang

 

1. Sep. 2004 to May, 2006, Part-time Engineer, Computer center, National Chung Cheng University. Advisor: shu-chin Tsia