https://www.scipedia.com/wd/index.php?action=history&feed=atom&title=Trivedi_Gandhi_2008aTrivedi Gandhi 2008a - Revision history2026-04-25T20:15:33ZRevision history for this page on the wikiMediaWiki 1.27.0-wmf.10https://www.scipedia.com/wd/index.php?title=Trivedi_Gandhi_2008a&diff=194501&oldid=prevScipediacontent: Scipediacontent moved page Draft Content 689283833 to Trivedi Gandhi 2008a2021-01-28T21:07:16Z<p>Scipediacontent moved page <a href="/public/Draft_Content_689283833" class="mw-redirect" title="Draft Content 689283833">Draft Content 689283833</a> to <a href="/public/Trivedi_Gandhi_2008a" title="Trivedi Gandhi 2008a">Trivedi Gandhi 2008a</a></p>
<table class="diff diff-contentalign-left" data-mw="interface">
<tr style='vertical-align: top;' lang='en'>
<td colspan='1' style="background-color: white; color:black; text-align: center;">← Older revision</td>
<td colspan='1' style="background-color: white; color:black; text-align: center;">Revision as of 21:07, 28 January 2021</td>
</tr><tr><td colspan='2' style='text-align: center;' lang='en'><div class="mw-diff-empty">(No difference)</div>
</td></tr></table>Scipediacontenthttps://www.scipedia.com/wd/index.php?title=Trivedi_Gandhi_2008a&diff=194500&oldid=prevScipediacontent: Created page with " == Abstract == Pedestrian protection is an essential component of driver assistance systems. A pedestrian protection system should be able to predict the possibility of coll..."2021-01-28T21:07:09Z<p>Created page with " == Abstract == Pedestrian protection is an essential component of driver assistance systems. A pedestrian protection system should be able to predict the possibility of coll..."</p>
<p><b>New page</b></p><div><br />
== Abstract ==<br />
<br />
Pedestrian protection is an essential component of driver assistance systems. A pedestrian protection system should be able to predict the possibility of collision after detecting the pedestrian, and it is important to consider all the cues available in order to make that prediction. The direction in which the pedestrian is facing is one such cue that could be used in predicting where the pedestrian may move in future. This paper describes a novel approach to determine the pedestrianpsilas orientation using Support Vector Machine (SVM) based scheme. Instead of providing a hard decision, this scheme estimates the discrete probability distribution of the orientation. A Hidden Markov Model (HMM) is used to model the transitions between orientations over time and the orientation probabilities are integrated over time to get a more reliable estimate of orientation. Experiments showing the performance of estimating orientations are described to show the promise of the approach.<br />
<br />
<br />
== Original document ==<br />
<br />
The different versions of the original document can be found in:<br />
<br />
* [http://cvrr.ucsd.edu/publications/2008/Tarak_IV08.pdf http://cvrr.ucsd.edu/publications/2008/Tarak_IV08.pdf]<br />
<br />
* [http://dx.doi.org/10.1109/ivs.2008.4621257 http://dx.doi.org/10.1109/ivs.2008.4621257]<br />
<br />
* [http://cvrr.ucsd.edu/publications/2008/Gandhi_IV08.pdf http://cvrr.ucsd.edu/publications/2008/Gandhi_IV08.pdf],<br />
: [http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004621257 http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000004621257],<br />
: [https://ieeexplore.ieee.org/document/4621257 https://ieeexplore.ieee.org/document/4621257],<br />
: [http://ieeexplore.ieee.org/document/4621257 http://ieeexplore.ieee.org/document/4621257],<br />
: [https://academic.microsoft.com/#/detail/2108560551 https://academic.microsoft.com/#/detail/2108560551]<br />
<br />
* [http://xplorestaging.ieee.org/ielx5/4607789/4621124/04621257.pdf?arnumber=4621257 http://xplorestaging.ieee.org/ielx5/4607789/4621124/04621257.pdf?arnumber=4621257],<br />
: [http://dx.doi.org/10.1109/ivs.2008.4621257 http://dx.doi.org/10.1109/ivs.2008.4621257]</div>Scipediacontent