2 papers
cs.CV2023
A Scale-Invariant Trajectory Simplification Method for Efficient Data Collection in Videos
Yang Liu, Luiz Gustavo Hafemann
Training data is a critical requirement for machine learning tasks, and labeled training data can be expensive to acquire, often requiring manual or semi-automated data collection…
cs.CV2021
Opening up Open-World Tracking
Yang Liu, Idil Esen Zulfikar, Jonathon Luiten +5
Tracking and detecting any object, including ones never-seen-before during model training, is a crucial but elusive capability of autonomous systems. An autonomous agent that is bl…