3 papers
cs.CV2021
Motion Guided Attention Fusion to Recognize Interactions from Videos
Tae Soo Kim, Jonathan Jones, Gregory D. Hager
We present a dual-pathway approach for recognizing fine-grained interactions from videos. We build on the success of prior dual-stream approaches, but make a distinction between th…
cs.CV2020
Fine-grained activity recognition for assembly videos
Jonathan D. Jones, Cathryn Cortesa, Amy Shelton +3
In this paper we address the task of recognizing assembly actions as a structure (e.g. a piece of furniture or a toy block tower) is built up from a set of primitive objects. Recog…
cs.CV2019
DASZL: Dynamic Action Signatures for Zero-shot Learning
Tae Soo Kim, Jonathan D. Jones, Michael Peven +6
There are many realistic applications of activity recognition where the set of potential activity descriptions is combinatorially large. This makes end-to-end supervised training o…