Search Results for author: Swati Rallapalli

Found 5 papers, 1 papers with code

Actor Conditioned Attention Maps for Video Action Detection

2 code implementations30 Dec 2018 Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa, Carlos Torres, B. S. Manjunath

While observing complex events with multiple actors, humans do not assess each actor separately, but infer from the context.

Action Detection

Object Localization and Size Estimation from RGB-D Images

no code implementations2 Aug 2018 ShreeRanjani SrirangamSridharan, Oytun Ulutan, Shehzad Noor Taus Priyo, Swati Rallapalli, Mudhakar Srivatsa

However, the addition of a depth image can be further used to segment images that might otherwise have identical color information.

Object Object Localization

Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices

no code implementations27 Sep 2017 Zongqing Lu, Swati Rallapalli, Kevin Chan, Thomas La Porta

In doing so Augur tackles several challenges: (i) how to overcome pro ling and measurement overhead; (ii) how to capture the variance in different mobile platforms with different processors, memory, and cache sizes; and (iii) how to account for the variance in the number, type and size of layers of the different CNN configurations.

Self-Driving Cars

Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery

no code implementations16 Oct 2016 Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, B. S. Manjunath

Spatial Auto-Regression (SAR) is a common tool used to model such data, where the spatial contiguity matrix (W) encodes the spatial correlations.

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