… becomes available and reason about how the probabilistic nature of models impact their
query’s end-to-end accuracy goal. We develop VIVA a video analytics system that optimizes …

… strong customer relationships and increasing customer … is through the application of video
analytics, such as to evaluate the … This section presents a system model for the multimodal …

… various algorithms and techniques in video analytics that can … approaches in the field of
video analytics, and also describe … by scene models and contextual relations represented by the …

… among movie actors, our approach first aligns the movie script with the frames in the video
using closed captions. We note that, the movie script is used only to segment the movie into …

… we have created VQPy, which is a Python variant featuring constructs specifically tailored
for expressing and modeling video objects and their relationships. VQPy places …

… (IVA), ie, ad-hoc queries over large volumes of video data, presents several challenges: …
(fps) — video analytics systems need mechanisms for users to express relationships between un…

… high level semantic concepts and their relations within the considered domain while providing
… A pre-trained Faster R-CNN model is used to detect the object of the frames of the video. …

… video analytics (VA). This trend is spurred by the rapid advancement of deep learning (DL),
which enables more precise models … readers comprehend the relationship between VA and …

… cost tradeoff and its relationship with video characteristics. We show that Yoda substantially
… primitives: As different primitives seek to remove agnostic redundancies in video/model, we …

… model per state to account for the differences in characters across states; the baseline approach
has a single OCR model … A flow travel time relationship for use in transportation planning…