Summer Term 2019
Masterprojekt Ähnlichkeitssuche in Multimedia-Daten
Masterprojekt Ähnlichkeitssuche in Multimedia-Daten
KVV Info Dates Literature Stuff
Übersicht Audio Features:
- D. Mitrovic, M. Zeppelzauer, C. Breiteneder: Features for Content-Based Audio Retrieval. Advances in Computers 78: 71-150 (2010)
- M. A. Casey, R. Veltkamp, M. Goto, M. Leman, C. Rhodes, M. Slaney: Content-based music information retrieval: Current directions and future challenges. Proceedings of the IEEE 96.4: 668-696 (2008)
- D. Englmeier, N. Hubig, S. Goebl, C. Böhm: Musical Similarity Analysis based on Chroma Features and Text Retrieval Methods, BTW (2015)
Advanced Feature Descriptors:
- PCA-SIFT: Y. Ke, R. Sukthankar: PCA-SIFT: A More Distinctive Representation for Local Image Descriptors. CVPR (2), 506-513 (2004)
- CSIFT: A. E. Abdel-Hakim, A. A. Farag: CSIFT: A SIFT Descriptor with Color Invariant Characteristics. CVPR (2), 1978-1983 (2006)
- SURF: H. Bay, A. Ess, T. Tuytelaars, L. J. Van Gool: Speeded-Up Robust Features (SURF). Computer Vision and Image Understanding 110(3), 346-359 (2008)
- ORB: E. Rublee, V. Rabaud, K. Konolige, G. R. Bradski: ORB: An efficient alternative to SIFT or SURF. ICCV, 2564-2571 (2011)
- BRISK: S. Leutenegger, M. Chli, R. Siegwart: BRISK: Binary Robust invariant scalable keypoints. ICCV, 2548-2555 (2011)
- BRIEF: M. Calonder, V. Lepetit, M. Özuysal, T. Trzcinski, C. Strecha, P. Fua: BRIEF: Computing a Local Binary Descriptor Very Fast. IEEE Trans. Pattern Anal. Mach. Intell. 34(7), 1281-1298 (2012)
- CHoG: V. Chandrasekhar, G. Takacs, D. M. Chen, S. S. Tsai, Y. A. Reznik, R. Grzeszczuk, B. Girod: Compressed Histogram of Gradients: A Low-Bitrate Descriptor. International Journal of Computer Vision 96(3), 384-399 (2012)
- Windsurf: S. Ardizzoni, I. Bartolini, M. Patella: Windsurf: Region-Based Image Retrieval Using Wavelets. Proceedings of the 10th International Workshop on Database and Expert Systems Applications. DEXA 99, (1999) und I. Bartolini, P. Ciaccia, M. Patella: Windsurf: a Region-Based Image Retrieval System.
- VisualSEEk: J. Smith, S. Chang: VisualSEEk: a fully automated content-based image query system. Proceedings of the 4th {ACM} International Conference on Multimedia, 87-98 (1996)
- NeTra: W. Ma, B. S. Manjunath: NeTra: A toolbox for navigating large image databases. Multimedia Systems 7, 184–198 (1999)
- WALRUS: A. Natsev, R. Rastogi, K. Shim: WALRUS: a similarity retrieval algorithm for image databases. IEEE Trans. Knowl. Data Eng. 16(3): 301-316 (2004)
Software:
- OpenCV: Open source Computer Vision
- VLFeat: a cross-platform open source collection of vision algorithms
- ImageJ: Image Processing and Analysis in Java
- OpenIMAJ: Open Intelligent Multimedia Analysis toolkit for Java
- Lire: An Open Source Java Content Based Image Retrieval Library
- Color Descriptor Software: Binary for local feature extraction
Debug Info for generation of "last modified"textFragments_de_1078 (2019-03-19 15:49:14) | textFragments_de_1079 (2019-03-19 15:49:14) | textFragments_de_1080 (2019-03-19 15:49:14) | textFragments_de_1081 (2019-03-19 15:49:14) | textFragments_de_1082 (2019-03-19 15:49:14) | textFragments_de_1083 (2019-03-19 15:49:14) | textFragments_de_1084 (2019-03-19 15:49:14) | textFragments_de_1085 (2019-04-05 12:09:07) | textFragments_de_1086 (2019-03-19 15:49:14) | textFragments_de_1087 (2019-03-19 15:49:14) | persons_1052 (2007-11-01 13:06:00) | persons_1052 (2019-03-14 16:27:01) | persons_1052 (2022-11-07 15:36:18)
5. April 2019 at 12:09 by Dr. Fabian PanseCALL getCollectionFull('teaching/courseliterature','dbis',477,0)