4 papers
OpenWildlife: Open-Vocabulary Multi-Species Wildlife Detector for Geographically-Diverse Aerial Imagery
Muhammed Patel, Javier Noa Turnes, Jayden Hsiao +2
We introduce OpenWildlife (OW), an open-vocabulary wildlife detector designed for multi-species identification in diverse aerial imagery. While existing automated methods perform w…
Multi Player Tracking in Ice Hockey with Homographic Projections
Harish Prakash, Jia Cheng Shang, Ken M. Nsiempba +3
Multi Object Tracking (MOT) in ice hockey pursues the combined task of localizing and associating players across a given sequence to maintain their identities. Tracking players fro…
Region-level labels in ice charts can produce pixel-level segmentation for Sea Ice types
Muhammed Patel, Xinwei Chen, Linlin Xu +3
Fully supervised deep learning approaches have demonstrated impressive accuracy in sea ice classification, but their dependence on high-resolution labels presents a significant cha…
PitcherNet: Powering the Moneyball Evolution in Baseball Video Analytics
Jerrin Bright, Bavesh Balaji, Yuhao Chen +2
In the high-stakes world of baseball, every nuance of a pitcher's mechanics holds the key to maximizing performance and minimizing runs. Traditional analysis methods often rely on…