Numerous applications today rely on artificial intelligence over images. Image AI is,
however, extremely expensive. In particular, the inference cost of image AI dominates the …

Scalable video query optimization has re-emerged as an attractive research topic in recent
years. The OTIF system, a video database with cutting-edge efficiency, has introduced a new …

Edge intelligence has been gaining traction and sophistication. The execution settings may
range from a small cluster as an edge cloud to on-device inference on embedded devices …

Increasingly many scientific and engineering domains rely on video data, which is
information dense and relatively easy to collect. At the same time, recent advances in …

Videos have been an important part of people's daily lives and are continuously growing in
terms of volume, size, and variety of content. Recent advances in Computer Vision (CV) …

Surveillance cameras are ubiquitous nowadays and users' increasing needs for accessing
real-world information (eg, finding abandoned luggage) have urged object queries in real …