153 citations · 259 across the 26 of their papers we have counts for
5 papers · 1 filter
Attended End-to-end Architecture for Age Estimation from Facial Expression Videos
Wenjie Pei, Hamdi Dibeklioğlu, Tadas Baltrušaitis +1
The main challenges of age estimation from facial expression videos lie not only in the modeling of the static facial appearance, but also in the capturing of the temporal facial d…
Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions
Behnaz Nojavanasghari, Charles. E. Hughes, Tadas Baltrusaitis +1
A person's face discloses important information about their affective state. Although there has been extensive research on recognition of facial expressions, the performance of exi…
Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models
Abhilasha Ravichander, Shruti Rijhwani, Rajat Kulshreshtha +3
Hierarchical models are utilized in a wide variety of problems which are characterized by task hierarchies, where predictions on smaller subtasks are useful for trying to predict a…
Multimodal Machine Learning: A Survey and Taxonomy
Tadas Baltrušaitis, Chaitanya Ahuja, Louis-Philippe Morency
Our experience of the world is multimodal - we see objects, hear sounds, feel texture, smell odors, and taste flavors. Modality refers to the way in which something happens or is e…
GazeDirector: Fully Articulated Eye Gaze Redirection in Video
Erroll Wood, Tadas Baltrusaitis, Louis-Philippe Morency +2
We present GazeDirector, a new approach for eye gaze redirection that uses model-fitting. Our method first tracks the eyes by fitting a multi-part eye region model to video frames…