Multi-source shared nearest neighbours for multi-modal image clustering

Multi-modal Image Registration

Multi modal multi-semantic image retrieval

.................................................................................................................... viii ACKNOLWEDGEMENTS .................................................................................................... x ABBREVIATIONS ................................................................................................................. xi CHAPTER 1 INTRODUCTION ...

Multi-Modal Image Annotation with Multi-Label Multi-Instance LDA

This paper studies the problem of image annotation in a multi-modal setting where both visual and textual information are available. We propose Multimodal Multi-instance Multi-label Latent Dirichlet Allocation (M3LDA), where the model consists of a visual-label part, a textual-label part and a labeltopic part. The basic idea is that the topic decided by the visual information and the topic deci...

Multi-modal Medical Image Retrieval

Images are ubiquitous in biomedicine and the image viewers play a central role in many aspects of modern health care. Tremendous amounts of medical image data are captured and recorded in digital format during the daily clinical practice, medical research, and education (in 2009, over 117,000 images per day in the Geneva radiology department alone). Facing such an unprecedented volume of image ...

Multi-modal Image Registration for Correlative Microscopy

Correlative microscopy is a methodology combining the functionality of light microscopy with the high resolution of electron microscopy and other microscopy technologies. Image registration for correlative microscopy is quite challenging because it is a multi-modal, multi-scale and multi-dimensional registration problem. In this report, I introduce two methods of image registration for correlat...