Video search: opportunities & challenges

What are the evolving trends in video search? What has changed technologically after many decades of solid research and development in computer vision, image processing, information retrieval and pattern recognition to enable products that search millions of video from the Web? We attempt to highlight some of the changes that are altering the fundamental approach to video information retrieval.