Search Results for author: Carlos Torres

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

Support Vector Machine Application for Multiphase Flow Pattern Prediction

no code implementations12 Jun 2018 Pablo Guillen-Rondon, Melvin D. Robinson, Carlos Torres, Eduardo Pereya

In this paper a data analytical approach featuring support vector machines (SVM) is employed to train a predictive model over an experimentaldataset, which consists of the most relevant studies for two-phase flow pattern prediction.

General Classification

Summarization of ICU Patient Motion from Multimodal Multiview Videos

no code implementations28 Jun 2017 Carlos Torres, Kenneth Rose, Jeffrey C. Fried, B. S. Manjunath

There is a small number of clinical studies, which use manual analysis of sleep poses and motion recordings to support medical benefits of patient positioning and motion monitoring.

General Classification

Deep Learning as a Tool to Predict Flow Patterns in Two-Phase Flow

no code implementations19 May 2017 Mohammadmehdi Ezzatabadipour, Parth Singh, Melvin D. Robinson, Pablo Guillen-Rondon, Carlos Torres

In order to better model complex real-world data such as multiphase flow, one approach is to develop pattern recognition techniques and robust features that capture the relevant information.

Eye-CU: Sleep Pose Classification for Healthcare using Multimodal Multiview Data

no code implementations7 Feb 2016 Carlos Torres, Victor Fragoso, Scott D. Hammond, Jeffrey C. Fried, B. S. Manjunath

This work addresses these issues by introducing a new method and a new system for robust automated classification of sleep poses in an Intensive Care Unit (ICU) environment.

General Classification

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