16 citations · 37 across the 6 of their papers we have counts for
7 papers · 1 filter
AV-Gaze: A Study on the Effectiveness of Audio Guided Visual Attention Estimation for Non-Profilic Faces
Shreya Ghosh, Abhinav Dhall, Munawar Hayat +1
In challenging real-life conditions such as extreme head-pose, occlusions, and low-resolution images where the visual information fails to estimate visual attention/gaze direction,…
MTGLS: Multi-Task Gaze Estimation with Limited Supervision
Shreya Ghosh, Munawar Hayat, Abhinav Dhall +1
Robust gaze estimation is a challenging task, even for deep CNNs, due to the non-availability of large-scale labeled data. Moreover, gaze annotation is a time-consuming process and…
Automatic Gaze Analysis: A Survey of Deep Learning based Approaches
Shreya Ghosh, Abhinav Dhall, Munawar Hayat +2
Eye gaze analysis is an important research problem in the field of Computer Vision and Human-Computer Interaction. Even with notable progress in the last 10 years, automatic gaze a…
Low-Power Object Counting with Hierarchical Neural Networks
Abhinav Goel, Caleb Tung, Sara Aghajanzadeh +4
Deep Neural Networks (DNNs) can achieve state-of-the-art accuracy in many computer vision tasks, such as object counting. Object counting takes two inputs: an image and an object q…
Speak2Label: Using Domain Knowledge for Creating a Large Scale Driver Gaze Zone Estimation Dataset
Shreya Ghosh, Abhinav Dhall, Garima Sharma +2
Labelling of human behavior analysis data is a complex and time consuming task. In this paper, a fully automatic technique for labelling an image based gaze behavior dataset for dr…
Unsupervised Learning of Eye Gaze Representation from the Web
Neeru Dubey, Shreya Ghosh, Abhinav Dhall
Automatic eye gaze estimation has interested researchers for a while now. In this paper, we propose an unsupervised learning based method for estimating the eye gaze region. To tra…
Predicting Group Cohesiveness in Images
Shreya Ghosh, Abhinav Dhall, Nicu Sebe +1
The cohesiveness of a group is an essential indicator of the emotional state, structure and success of a group of people. We study the factors that influence the perception of grou…