279 citations · 952 across the 35 of their papers we have counts for
4 papers · 1 filter
Action Recognition with Image Based CNN Features
Mahdyar Ravanbakhsh, Hossein Mousavi, Mohammad Rastegari +2
Most of human actions consist of complex temporal compositions of more simple actions. Action recognition tasks usually relies on complex handcrafted structures as features to repr…
G-CNN: an Iterative Grid Based Object Detector
Mahyar Najibi, Mohammad Rastegari, Larry S. Davis
We introduce G-CNN, an object detection technique based on CNNs which works without proposal algorithms. G-CNN starts with a multi-scale grid of fixed bounding boxes. We train a re…
Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images
Roozbeh Mottaghi, Hessam Bagherinezhad, Mohammad Rastegari +1
In this paper, we study the challenging problem of predicting the dynamics of objects in static images. Given a query object in an image, our goal is to provide a physical understa…
On Large-Scale Retrieval: Binary or n-ary Coding?
Mahyar Najibi, Mohammad Rastegari, Larry S. Davis
The growing amount of data available in modern-day datasets makes the need to efficiently search and retrieve information. To make large-scale search feasible, Distance Estimation…