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Examples of Our Work

Interactive visual information processing, interactive image retrieval, segmentation .... (link ...)

Example-based Image Processing  ...  (link ...)

Unifying histogram-based image content descriptor for content-based image retrieval - the CPAM and AI framework  ... (link ...)

Integrated framework for image coding, indexing, and content-based image retrieval ... (link ...)

Visual guided browsing and navigation for fast image retrieval ... (link ...)

Fast comprehensive tone mapping for high dynamic range image visualization ...  (link ...)

Colorizing black and white photos ... (link ...)

Making beautiful pictures,  computational photography ... (link ...)

Machine learning, pattern recognition ...

Image data mining, image and feature co-clustering .... (link ...)


An example of face detection result

Machine learning, pattern recognition

We have a general interest in machine learning and pattern recognition. We have been using neural network and support vector machine to solve problems such as face detection and automatic photo categorization. Examples of our work in this direction include

G Qiu, X. Feng and J. Fang "Compressing histogram representations for automatic colour photo categorization", Pattern Recognition, 2004  (PDF)
J. Fang and G Qiu, "Learning an Information Theoretic Transform for Object Detection",   in ICIAR’2004, Image Analysis and Recognition, A. Campilho and  M. Kamel (Eds), Springer, LNCS 3211, 503-510 (PDF)
J. Fang and G. Qiu, "Learning Sample Subspace with Application to Face Detection", ICPR2004, 17th International Conference on Pattern Recognition, Cambridge, United Kingdom, 23 - 26 August 2004  (PDF)

Copyright © 2005 G Qiu, Last modified September 2005