16 citations · 16 across the 1 of their papers we have counts for
2 papers
cs.LG2019★ 16 cited
Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling
Satyajit Neogi, Justin Dauwels
Conditional Random Fields (CRF) are frequently applied for labeling and segmenting sequence data. Morency et al. (2007) introduced hidden state variables in a labeled CRF structure…
cs.CV2019
Context Model for Pedestrian Intention Prediction using Factored Latent-Dynamic Conditional Random Fields
Satyajit Neogi, Michael Hoy, Kang Dang +2
Smooth handling of pedestrian interactions is a key requirement for Autonomous Vehicles (AV) and Advanced Driver Assistance Systems (ADAS). Such systems call for early and accurate…