Research StatementMy research is in wireless sensor networks and computer vision. I am
currently working on using many networked low-level sensors to answer
high-level queries in a distributed way. Specifically, I am interested in
using cameras in the energy constrained wireless sensor network
environment, where computation and communication are limited. Cameras are
high data rate devices, so the data must be aggregated as early and as
much as possible. One of the aspects I seek to understand is the tradeoff
between communication and computation in a camera network. Another aspect
is to understand what can be sensed with a camera network composed of
hundreds or thousands of camera nodes. On the computer vision side, I
have worked on tracking non-rigid objects and determining structure from
motion.
Recent Publications
D. Yang, J. Shin, A. Ercan and L. Guibas, Sensor Tasking for Occupancy Reasoning in a Camera Network, IEEE/ICST 1st Workshop on Broadband Advanced Sensor Networks (BASENETS 2004).
@inproceedings{ yseg-basn-04,
author = "Danny Yang and Jaewon Shin and Ali Ozer Ercan and Leonidas Guibas",
title = "Sensor Tasking for Occupancy Reasoning in a Camera Network",
booktitle = "Proceedings of IEEE/ICST 1st Workshop on Broadband Advanced Sensor Networks (BASENETS 2004)",
year = "2004"
}
D. Yang, H. Gonzalez-Banos, and L. Guibas, Counting People in Crowds with a Real-Time Network of Image Sensors, Int. Conference on Computer Vision (ICCV), pp. 122-129, 2003.
@inproceedings{ygg-cpcrtnis-03
, author = "D. Yang and H. Gonzalez-Banos and L. Guibas"
, title = "Counting People in Crowds with a Real-Time Network of Image Sensors"
, booktitle = "Proc. IEEE ICCV"
, year = 2003
}
Lorenzo Torresani, Danny Yang, Gene Alexander, and Christoph Bregler, Tracking and Modelling Non-Rigid Objects with Rank Constraints, CVPR 2001.
@inproceedings{tyab-tmnrorc-01
, author = "Lorenzo Torresani and Danny Yang and Gene Alexander and Christoph Bregler,"
, title = "Tracking and Modelling Non-Rigid Objects with Rank Constraints"
, booktitle = "CVPR"
, year = 2001
}
|
 |
|||
| Copyright 2024 Guibas Laboratory. All rights reserved. Manage Publications | ||||
