We have witnessed great interest and a wealth of promise in content-based image retrieval
as an emerging technology. While the last decade laid foundation to such promise, it also …

Digital photographs and visual data have become increasingly available, especially on the
Web considered as the largest image database to date. However, the value of multimedia …

While intelligent virtual assistants like Siri, Alexa, and Google Assistant have become
ubiquitous in modern life, they still face limitations in their ability to follow multi-step …

We present a new method for spectral clustering with paired data based on kernel canonical
correlation analysis, called correlational spectral clustering. Paired data are common in real …

As one important technique of fuzzy clustering in data mining and pattern recognition, the
possibilistic c-means algorithm (PCM) has been widely used in image analysis and …

In this paper, we propose, IGroup, an efficient and effective algorithm that organizes Web
image search results into clusters. IGroup is different from all existing Web image search …