80 citations · 187 across the 27 of their papers we have counts for
3 papers · 2 filters
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks
Siddharth Mahendran, Ming Yang Lu, Haider Ali +1
We consider the task of estimating the 3D orientation of an object of known category given an image of the object and a bounding box around it. Recently, CNN-based regression and c…
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images
Siddharth Mahendran, Haider Ali, Rene Vidal
3D pose estimation from a single 2D image is an important and challenging task in computer vision with applications in autonomous driving, robot manipulation and augmented reality.…
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding
Effrosyni Mavroudi, Divya Bhaskara, Shahin Sefati +2
Fine-grained action segmentation and recognition is an important yet challenging task. Given a long, untrimmed sequence of kinematic data, the task is to classify the action at eac…