Assignment 3

Vision based State Estimation

 

This assignment aims to familiarize you with open source s/w for vision based state estimation.

 

Group #

Theme

Team

1

g2o

Coskun, Rahman

2

iSAM

Modasshir, Akanksha

3

ORB-SLAM

Doherty, Mukkala

4

Bundle Adjustment (Bundler?)

Xanthidis, Chatterjee

5

PTAM

Modasshir, Akanksha

6

RAT-SLAM

Ghasemloo, Behbooei

7

Open Seq

Ghasemloo, Behbooei

8

SVO

Behbooei, Ghasemloo

9

LSD-SLAM

Modasshir, Akanksha

10

MonoSLAM

Doherty, Mukkala

11

GTSAM

Coskun, Rahman

12

HOG-MAN

Rahman, Coskun

13

ParallaxBA

Xanthidis, Chatterjee

14

RobotVision

Doherty, Mukkala

15

SBA

Xanthidis, Chatterjee

16

FAB-MAP

Jagtap

17

openFABMAP

Jagtap

18

libVISO

 

19

NASA vision workbench

 

 

Steps:

1.     Install the open-source package. Document any difficulties, dependencies, challenges

2.     Run the examples provided.

3.     Document the input format.

4.     Develop, if necessary, ÒdriverÓ nodes to interface between the provided data (bag file format) and the open-source package.

5.     Test the open-source package using the data provided.

6.     Output the data in the common interface (to be provided)

7.     Write a report discussing the performance of the open-source package. Report:

a.    Requirements (steps 1,3)

b.    Success

c.     Timing (per step and total)

d.    Accuracy