基本信息
浏览量:73
职业迁徙
个人简介
I have more than 20 years of training and experience in software and computer vision, and practical
experience in massively parallel computing, machine learning, and optimization. I have a Ph.D. in
computer science from Carnegie Mellon, where my thesis was on visual odometry; and have been a
software engineer for almost 10 years at Google, where I’ve split my time equally between products and
research.
PUBLICATIONS
Dennis Strelow, Qifan Wang, Luo Si, and Anders Eriksson, General, nested, and constrained Wiberg
minimization, accepted to IEEE Pattern Analysis and Machine Intelligence (PAMI).
Dennis Strelow. General and nested Wiberg minimization: L2 and maximum likelihood. European
Conference on Computer Vision (ECCV 2012), Florence, Italy, October 2012.
Dennis Strelow. General and nested Wiberg minimization. Oral presentation (2.5% acceptance rate),
Computer Vision and Pattern Recognition (CVPR 2012), Providence, RI, June 2012.
Jay Yagnik, Dennis Strelow, David A. Ross, and Rueisung Lin. The power of comparative reasoning.
International Conference on Computer Vision (ICCV 2011), Barcelona, Spain, November 2011.
Samy Bengio, Fernando Pereira, Yoram Singer, and Dennis Strelow. Group sparse coding. Neural
Information Processing Systems (NIPS 2009), Vancouver, December 2009.
Dennis Strelow and Sanjiv Singh. Longterm motion estimation. International Symposium on
Experimental Robotics (ISER 2006), Rio de Janeiro, July 610 2006.
Dennis Strelow and Sanjiv Singh. Motion estimation from image and inertial measurements. The
International Journal of Robotics Research, Vol. 23, No. 12, December 2004, pp. 11571195.
Dennis Strelow and Sanjiv Singh. Online motion estimation from image and inertial measurements.
Workshop on the Integration of Vision and Inertial Sensors (INERVIS 2003), Coimbra, Portugal, June
2003.
Dennis Strelow and Sanjiv Singh. Reckless motion estimation from omnidirectional image and inertial
measurements. IEEE Workshop on Omnidirectional Vision and Camera Networks (OMNIVIS 2003),
Madison, Wisconsin, June 2003.
Dennis Strelow and Sanjiv Singh. Optimal motion estimation from visual and inertial measurements.
IEEE Workshop on Applications of Computer Vision (WACV 2002), Orlando, Florida, December 2002.
Henele Adams, Sanjiv Singh and Dennis Strelow. An empirical comparison of methods for imagebased
motion estimation. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2002),
Lausanne, Switzerland, October 2002.
研究兴趣
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IEEE Transactions on Pattern Analysis and Machine Intelligenceno. 9 (2016): 1803-15
2012 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR)pp.1584-1591, (2012)
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII (2012): 195-207
ICCV '11 Proceedings of the 2011 International Conference on Computer Visionno. 1 (2011): 2431-2438
NIPS'09: Proceedings of the 22nd International Conference on Neural Information Processing Systemspp.82-89, (2009)
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