46 citations · 169 across the 24 of their papers we have counts for
5 papers · 1 filter
The Alignment of the Spheres: Globally-Optimal Spherical Mixture Alignment for Camera Pose Estimation
Dylan Campbell, Lars Petersson, Laurent Kneip +2
Determining the position and orientation of a calibrated camera from a single image with respect to a 3D model is an essential task for many applications. When 2D-3D correspondence…
Partially-Supervised Image Captioning
Peter Anderson, Stephen Gould, Mark Johnson
Image captioning models are becoming increasingly successful at describing the content of images in restricted domains. However, if these models are to function in the wild - for e…
Video Representation Learning Using Discriminative Pooling
Jue Wang, Anoop Cherian, Fatih Porikli +1
Popular deep models for action recognition in videos generate independent predictions for short clips, which are then pooled heuristically to assign an action label to the full vid…
Non-Linear Temporal Subspace Representations for Activity Recognition
Anoop Cherian, Suvrit Sra, Stephen Gould +1
Representations that can compactly and effectively capture the temporal evolution of semantic content are important to computer vision and machine learning algorithms that operate…
Neural Algebra of Classifiers
Rodrigo Santa Cruz, Basura Fernando, Anoop Cherian +1
The world is fundamentally compositional, so it is natural to think of visual recognition as the recognition of basic visually primitives that are composed according to well-define…