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Home » Archives for Rakesh Kumar » Page 3
Rakesh Kumar

Rakesh Kumar

Vice President, Information and Computing Sciences Director, Center for Vision Technologies
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Publications

Computer vision publications September 1, 2014

Precise Vision-Aided Aerial Navigation

Supun Samarasekera, Han-Pang Chiu, Rakesh Kumar

This paper proposes a novel vision-aided navigation approach that continuously estimates precise 3D absolute pose for aerial vehicles, using only inertial measurements and monocular camera observations.

Computer vision publications May 31, 2014

Constrained Optimal Selection for Multi-Sensor Robot Navigation Using Plug-and-Play Factor Graphs

Han-Pang Chiu, Supun Samarasekera, Rakesh Kumar

This paper proposes a real-time navigation approach that is able to integrate many sensor types while fulfilling performance needs and system constraints.

Computer vision publications October 1, 2013

Augmented Reality Binoculars

SRI International, Supun Samarasekera, Rakesh Kumar

In this paper we present an augmented reality binocular system to allow long range high precision augmentation of live telescopic imagery with aerial and terrain based synthetic objects, vehicles, people and effects.

Human behavior modeling publications September 1, 2013

A Hierarchical Behavior Analysis Approach for Automated Trainee Performance Evaluation in Training Ranges

Rakesh Kumar

In this paper we present a closed loop mixed reality training system that provides automatic assessment of trainee performance during kinetic military exercises.

Computer vision publications August 1, 2013

Robust Vision-Aided Navigation Using Sliding-Window Factor Graphs

Supun Samarasekera, Han-Pang Chiu, Rakesh Kumar

This paper proposes a navigation algorithm that provides a low-latency solution while estimating the full nonlinear navigation state.

Information & computer science publications January 1, 2013

A General Approach to Online Sensor Calibration for Navigation Using Factor Graphs

Han-Pang Chiu, Supun Samarasekera, Rakesh Kumar

We present a general method for online sensor calibration using factor graphs, which can be applied to a wide range of sensors and parameter types.

2d-3d reasoning and augmented reality publications December 1, 2012

Implementation of an Augmented Reality System for Training Dismounted Warfighters

Rakesh Kumar, Supun Samarasekera, Han-Pang Chiu

We describe the technical methods and experimental results on building an Augmented Reality Training system for training dismounts doing maneuver operations.

2d-3d reasoning and augmented reality publications November 1, 2012

Multi-Sensor Navigation Algorithm Using Monocular Camera, IMU and GPS for Large Scale Augmented Reality

Supun Samarasekera, Rakesh Kumar

Camera tracking system for augmented reality applications that can operate both indoors and outdoors is described. The system uses a monocular camera, a MEMS-type inertial measurement unit (IMU) with 3-axis gyroscopes and accelerometers, and GPS unit to accurately and robustly track the camera motion in 6 degrees of freedom (with correct scale) in arbitrary indoor or outdoor scenes.

2d-3d reasoning and augmented reality publications June 1, 2012

Magic Mirror: A Virtual Handbag Shopping System

Supun Samarasekera, Rakesh Kumar

We present an augmented reality system based on Kinect for on-line handbag shopping. The users can virtually try on different handbags on a TV screen at home.

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