Larry S. Davis
Larry S. Davis is a Professor in the Institute
for Advanced Computer Studies and the Department
of Computer Science. He is affiliated with the Computer Vision Laboratory of the
Center for Automation Research, for which he served as the head from 1981-1986.
He was the Chair of the Department of Computer Science from 1999-2012.
NOTE TO PROSPECTIVE GRADUATE STUDENTS: Every Fall I receive numerous
emails from prospective graduate students asking about the possibility of doing
graduate work at Maryland with me in computer vision. I cannot answer all of
these messages, so I am posting a generic reply here:
1.
I work with students in both Computer Science
and Electrical and Computer Engineering. Admission into either of these
programs is extremely competitive, with more than 1000 applications to each
program every year. You must be accepted by one of these programs to join our
group.
2.
I generally bring 2-3 new students into the
group each year, although typically they are not first year graduate students
(whose time is consumed by courses and projects). In computer science,
essentially all students accepted into the program are given financial aid.
3.
If you have an exceptionally strong background
in computer vision (one or two publications in leading vision conferences or
journals), then you might be offered a research assistantship immediately.
Our sponsors
(present and recent past):
- DARPA - VIRAT,
PERSEAS, Mind's Eye
- IARPA - VACE, BEST
- ARO - Opportunistic sensing MURI
- ONR - Face
recognition MURI, High level vision MURI
- Honeywell
- Komatsu
- Adobe
- Kitware
- Siemens Corporate Research
RESEARCH STAFF
Research Scientists
Current Ph. D.
Students
Alumni
)
- Jonghyun
Choi, Mohammad Rastegari, Ali Farhadi, Larry Davis, Adding Unlabeled Samples to Categories by Learned Attributes,
CVPR 2013, [PDF] [BiBTex]
- Yangmuzi
Zhang, Zhuolin Jiang, Larry S. Davis.
Discriminative Tensor Sparse Coding for Image Classification. British
Machine Vision Conference, 2013
- Fatemeh
Mirrashed, Vlad I. Morariu, Behjat Siddiquie, Rogerio S. Feris, and Larry
S. Davis. Domain Adaptive Object Detection. IEEE Workshop on the Applications
of Computer Vision (WACV), 2013. PDF BibTeX
- Fatemeh
Mirrashed, Vlad I. Morariu, and Larry S. Davis. Sampling for
Unsupervised Domain Adaptive Object Detection. IEEE International
Conference on Image Processing (ICIP), 2013. BibTeX
- Hyungtae
Lee, Vlad I. Morariu, and Larry S. Davis. Qualitative Pose Estimation
by Discriminative Deformable Part Models. Asian Conference on Computer
Vision (ACCV), 2012. PDF BibTeX
- Sameh
Khamis, Vlad I. Morariu, and Larry S. Davis. Combining Per-Frame and
Per-Track Cues for Multi-Person Action Recognition. European
Conference on Computer Vision (ECCV), 2012. PDF BibTeX
- Sameh
Khamis, Vlad I. Morariu, and Larry S. Davis. A Flow Model for Joint
Action Recognition and Identity Maintenance. IEEE Conference on Computer
Vision and Pattern Recognition (CVPR), 2012. PDF BibTeX
- Zhuolin
Jiang, Zhe Lin, Larry S. Davis. A
Unified Tree-based Framework for Joint Action Localization, Recognition
and Segmentation. Computer Vision and Image Understanding, 2012. [pdf]
- Huimin
Guo*, Zhuolin Jiang*, Larry S. Davis. Discriminative
Dictionary Learning with Pairwise Constraints. Asian Conference on
Computer Vision, 2012. (ORAL) (* indicates equal contribution, Best
Student Paper Award). [pdf][slide]
- Zhuolin
Jiang, Zhe Lin, and Larry S. Davis, Recognizing
Human Actions by Learning and Matching Shape-Motion Prototype Trees.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012,
34(3): 533-547. [pdf]
- Zhuolin
Jiang, Guangxiao Zhang, Larry S. Davis. "Submodular Dictionary
Learning for Sparse Coding". IEEE conference on Computer Vision and
Pattern Recognition, 2012. [pdf][supplementary materials][poster][slide]
- Guangxiao
Zhang, Zhuolin Jiang, Larry S. Davis. "Online Semi-supervised
Discriminative Dictionary Learning for Sparse Representation". Asian
Conference on Computer Vision, 2012. [pdf]
- Ryan
Farrell, Om Oza, Ning Zhang, Vlad I. Morariu, Trevor Darrell, and Larry S.
Davis. Subordinate Categorization Using Volumetric Primitives and
Pose-Normalized Appearance. IEEE International Conference on Computer
Vision (ICCV), 2011. [ORAL] PDF BibTeX
- Zhuolin
Jiang, Zhe Lin, Larry S. Davis. " Learning a Discriminative
Dictionary for Sparse Coding via Label Consistent K-SVD". IEEE
Conference on Computer Vision and Pattern Recognition, 2011. [pdf][slide]
- Behjat
Siddiquie, Rogerio S. Feris and Larry S. Davis, mage Ranking and Retrieval
based on Multi-Attribute Queries. IEEE Conference on Computer Vision and
Pattern Recognition, (CVPR) 2011. [PDF]
- Zhuolin
Jiang, Zhe Lin and Larry Davis, Learning a discriminative dictionary for
sparse coding using lable consistent K-SVD, to appear in CVPR 2011 [PDF]
- Xi
Chen, Arpit Jain*, Abhinav Gupta, Larry Davis. Piecing Together the
Segmentation Jigsaw using Context . IEEE International Conference on
Computer Vision and Pattern Recognition (CVPR) 2011. [PDF]
- Zhuolin
Jiang, Zhe Lin, Larry S. Davis, A Tree-based Approach to Integrated Action
Localization, Recognition and Segmentation. Third Workshop on Human Motion
(In Conjunction with ECCV), 2010 [PDF]
- Arpit
Jain, Abhinav Gupta and Larry S. Davis, Learning What and How of
Contextual Models for Scene Labeling, to appear in ECCV 2010 [PDF]
- Behjat
Siddiquie, Shiv N. Vitaladevuni and Larry S. Davis , Combining Multiple
Kernels for Efficient Image Classification IEEE Workshop on Applications
of Computer Vision, (WACV) 2009. [PDF]
- Mohamed
Hussein, Fatih Porikli, and Larry Davis, Object Detection via Boosted
Deformable Features, IEEE International Conference on Image Processing,
Cairo, Egypt, November 2009. [PDF]
- Zhe
Lin, Zhuolin Jiang, and Larry S. Davis, Recognizing Actions by
Shape-Motion Prototype Trees, IEEE International Conference on Computer
Vision (ICCV 2009), Kyoto, Japan [PDF]
- Aniruddha
Kembhavi, Behjat Siddiquie, Roland Miezianko, Scott McCloskey, Larry S.
Davis, Scene it or not? Incremental Multiple Kernel Learning for Object
Detection, International Conference on Computer Vision - ICCV 2009 [PDF]
- Zhe
Lin, Gang Hua, and Larry S. Davis, Multiple Instance Feature for Robust
Part-based Object Detection, IEEE Conference on Computer Vision and
Pattern Recognition (CVPR 2009), Miami, Florida, 2009 [PDF]
- Abhinav
Gupta, Aniruddha Kembhavi and Larry S. Davis, Observing Human-Object Interactions:
Using Spatial and Functional Compatibility for Recognition. IEEE
Transactions on Pattern Analysis and Machine Intelligence (Special Issue
on Probabilistic Graphical Models), October 2009, 1775-1789. [PDF]
- Abhinav
Gupta and Larry S. Davis, Beyond nouns: Exploiting prepositions and
comparative adjectives for learning visual classifiers, ECCV 2008 [PDF]
- Abhinav
Gupta, Jianbo Shi and Larry S. Davis, A Shape Aware Model for
semi-supervised Learning of Objects and its Context, NIPS 2008 [PDF]
- Abhinav
Gupta and Larry S. Davis, Objects in Action: An Approach for Combining
Action Understanding and Object Perception, CVPR 2007 [PDF]
- Vlad
I. Morariu and Larry S. Davis. Multi-agent event recognition in structured
scenarios. IEEE Conference on Computer Vision and Pattern Recognition
(CVPR), 2011 [PDF]
- Aniruddha
Kembhavi, Tom Yeh, and Larry Davis, Why Did the Person Cross the Road
(There)? Scene Understanding using Probabilistic Logic Models and Common
Sense Reasoning. ECCV 2010. [PDF]
- Abhinav
Gupta, Praveen Srinivasan, Jianbo Shi and Larry S. Davis, Understanding
Videos, Constructing Plots: Learning a Visually Grounded Storyline Model
from Annotated Videos, In CVPR 2009. [PDF]
- Son
Tran and Larry Davis, Visual Event Modeling and Recognition using Markov
Logic Networks ECCV08. 2008. [PDF]
- Vinay
D. Shet, David Harwood and Larry S. Davis, Multivalued Default Logic for
Identity Maintenance in Visual Surveillance, 9th European Conference on
Computer Vision (ECCV), 2006, Graz, Austria [PDF]
- Vinay
D. Shet, David Harwood and Larry S. Davis, Top-Down, Bottom-up Multivalued
Default Reasoning for Identity Maintenance, 4th ACM International Workshop
on Video Surveillance & Sensor Networks (VSSN) in conjunction with ACM
Multimedia Santa Barbara, CA, USA, 2006 [PDF]
- Vinay
D. Shet, David Harwood and Larry S. Davis, VidMAP: Video Monitoring of
Activity with Prolog, IEEE International Conference on Advanced Video and
Signal based Surveillance (AVSS), Como, Italy, September 2005 [PDF]
- Nagia
Ghanem, Daniel DeMenthon, David Doermann and Larry Davis, Representation
and Recognition of Events in Surveillance Video Using Petri Nets.. Second
IEEE Workshop on Event Mining 2004, CVPR2004 [PDF]
- Yangmuzi
Zhang, Zhuolin Jiang, Larry S. Davis. "Learning Structured Low-rank
Representations for Image Classification". IEEE Conference on
Computer Vision and Pattern Recognition, 2013. [pdf]
- Jonghyun
Choi, Abishek Sharma, David Jacobs and Larry Davis, Data Insufficiency in
Sketch versus Photo Recognition, IEEE Conf. on Computer Vision Pattern
Recognition Workshop (CVPRW) on Biometrics 2012 [Oral] [PDF]
- Abhishek
Sharma, Murad Al Haj, Jonghyun
Choi, Larry S. Davis, and David W. Jacobs, Robust Pose Invariant Face Recognition Using Coupled Latent Space
Discriminant Analysis, [BiBTex] Computer Vision and Image Understanding
2012 [PDF] [BiBTex]
- Jonghyun
Choi, William Schwartz, Huimin Guo and Larry Davis, A Complementary Local
Feature Description for Face Identification, IEEE Workshop on
Applications of Computer Vision, 2012, [PDF] [BiBTex]
- Zhuolin
Jiang, Zhe Lin, and Larry S. Davis,
Class Consistent k-means: Application to Face and Action Recognition.
Computer Vision and Image Understanding, 2012, 116(6): 730-741. [pdf]
- W.R.
Schwartz, H. Guo, L.S. Davis. A Robust and Scalable Approach to Face
Identification. Accepted to be presented at the European Conference on
Computer Vision (ECCV'2010), Crete, Greece, September 05-11, 2010. [PDF]
- W.R.
Schwartz, A. Kembhavi, D. Harwood, L.S. Davis. Human Detection Using
Partial Least Squares Analysis. International Conference on Computer
Vision (ICCV'2009), Kyoto, Japan, September 27 - October 4, 2009 [PDF]
- Mohamed
Hussein, Fatih Porikli,and Larry Davis, A Comprehensive Evaluation
Framework And a Comparative Study For Human Detectors, IEEE TRANSACTIONS
ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 10, NO. 3, SEP 2009 [PDF]
- W.R.
Schwartz, L.S. Davis. Learning Discriminative Appearance-Based Models Using
Partial Least Squares. Accepted to be presented in the XXII Brazilian
Symposium on Computer Graphics and Image Processing (SIBGRAPI'2009), Rio
de Janeiro, Brazil, October 11-14, 2009 [PDF]
- W.R.
Schwartz, R. Gopalan, R. Chellappa, L.S. Davis. Robust Human Detection
under Occlusion by Integrating Face and Person Detectors. Lecture Notes in
Computer Science, vol. 5558, pp. 970-979, Springer-Verlag. Third
International Conference on Biometrics (ICB'2009), Alghero, Italy, June
2-5, 2009. [PDF]
- Zhe
Lin and Larry S. Davis, A Pose-Invariant Descriptor for Human Detection
and Segmentation, 10th European Conference on Computer Vision (ECCV 2008),
Marseille, France, 2008. [PDF]
- Zhe
Lin and Larry S. Davis, Learning Pairwise Dissimilarity Profiles for
Appearance Recognition in Visual Surveillance, 4th International Symposium
on Visual Computing (ISVC 2008), Las Vegas, Nevada, 2008, (Best Paper
Award). [PDF]
- Wael
Abd-Almageed and Larry Davis, Human Detection using Iterative Feature
Selection and Logistic Principal Component Analysis, International
Conference Robotics and Automation, 2008 [PDF]
- W.
Abd-Almageed, M. Hussein, M. Abdelkader and L. Davis, Real-Time Human
Detection and Tracking from Mobile Vehicles, International Conference on
Intelligent Transportation Systems, 2007 [PDF]
- W.
Abd-Almageed and L. Davis, Robust Appearance Modeling for Pedestrain and
Vehicle Tracking, Springer's Lecture Notes in Computer Science, 2007
(4122). [PDF]
- Zhe
Lin, Larry S. Davis, David Doermann, Daniel DeMenthon, Hierarchical
Part-Template Matching for Human Detection and Segmentation, IEEE
International Conference on Computer Vision (ICCV 2007), Rio de Janeiro,
Brazil, 2007. [PDF]
- Zhe
Lin, Larry S. Davis, David Doermann, Daniel DeMenthon, An Interactive
Approach to Pose-Assisted and Appearance-based Segmentation of Humans,
ICCV Workshop on Interactive Computer Vision (ICV 2007), Rio de Janeiro,
Brazil, 2007. [PDF]
- Zhe
Lin, Larry S. Davis, David Doermann, Daniel DeMenthon, Simultaneous
Appearance Modeling and Segmentation for Matching People under Occlusion,
Asian Conference on Computer Vision (ACCV 2007), Tokyo, Japan, 2007. [PDF]
- V.
S. N. Prasad, L. S. Davis, S. D. Tran and A. Elgammal, Edge Affinities for
Pose-Contour Matching. J. Computer Vision and Image Understanding (CVIU),
104(1): 36-47, Oct. 2006 [PDF]
- Y.
Yacoob and L. Davis, Detection and Analysis of Hair, IEEE PAMI,
(28)7,2006, 1164-1169. [PDF]
- Mohamed
Hussein, Wael Abd-Almageed, Yang Ran and Larry Davis, A Real-Time System
for Human Detection, Tracking and Verification from a Moving Camera, IEEE
International Conference on Computer Vision Systems, 2006. [PDF]
- Vinay
D. Shet, Jan Neumann, Visvanathan Ramesh and Larry S. Davis, Bilattice
based Logical Reasoning for Human Detection, IEEE Computer Vision and
Pattern Recognition (CVPR), 2007, Minneapolis, MN, USA [PDF]
- Yang
Ran, Qinfen Zheng, Isaac Weiss and Larry Davis Wael Abd Almageed,
Pedestrian Classification from Moving Platforms using Cyclic Motion
Patterns, IEEE International Conference on Image Processing, 2005. [PDF]
- Y.
Yacoob and L. Davis, Smiling Faces are Better for Face Recognition. in
International Conference on Face Recognition and Gesture Analysis,
Washington-DC, 2002, 59-64 [PDF]
- I.Haritaoglu,
D.Harwood, and L.Davis, Ghost: A Human Body Part Labeling System Using
Silhouettes, Fourteenth International Conference on Pattern Recognition,
Brisbane, August 1998. [PDF]
- I.Haritaoglu,
D.Harwood, and L.Davis.W4S: A Real Time System for Detecting and Tracking
People in 2.5 D, Fifth European Conference on Computer Vision, Freiburg,
June 1998 [PDF]
Image
and Video Databases
- Aniruddha
Kembhavi, William Robson Schwartz, and Larry S. Davis , Resource
Allocation for Tracking Multiple Targets using Particle Filters, Eighth
International Workshop on Visual Surveillance (VS2008) - Workshop at ECCV
2008 [PDF]
- Son
Tran, Zhe Lin, David Harwood, Larry Davis, UMD_VDT, an Integration of
Detection and Tracking Methods for Multiple Human Tracking, Classification
of Events, Activities and Relationships Workshop (CLEAR 2007) [PDF]
- Aniruddha
Kembhavi, Ryan Farrell, Yuancheng Luo, David Jacobs, Ramani Duraiswami,
Larry Davis, Tracking Down Under: Following the Satin Bowerbird, WACV
2008. [PDF]
- Son
Tran and Larry Davis. Robust Object Tracking with Regional Affine
Invariant Features, IEEE International Conference on Computer Vision
(ICCV07),Rio di Janeiro, Brazil, 2007. [PDF]
- Son
Tran and Larry Davis, Object Tracking at Multiple Levels of Spatial
Resolutions. ICIAP'07. 2007. Best Paper Prize. [PDF]
- Kyungnam
Kim and Larry S. Davis, Multi-Camera Tracking and Segmentation of Occluded
People on Ground Plane using Search-Guided Particle Filtering, European
Conference on Computer Vision (ECCV), LNCS, 2006. [PDF]
- Bohyung
Han, Seong-Wook Joo and Larry Davis, Probabilistic Fusion Tracking Using
Mixture Kernel-Based Bayesian Filtering, International Conference on
Computer Vision (ICCV), Rio de Janeiro, Brazil, 2007 [PDF]
- Bohyung
Han, Dorin Comaniciu, Ying Zhu and Larry Davis, Sequential Kernel Density
Approximation and Its Applications to Visual Tracking, IEEE Transactions
on Pattern Analysis and Machine Intelligence (Regular paper), in press [PDF]
- Bohyung
Han and Larry Davis, On-Line Density-Based Appearance Modeling for Object
Tracking, International Conference on Computer vision (ICCV), Beijing,
China, 2005 [PDF]
- Bohyung
Han and Larry Davis, Robust Observations for Object Tracking, International
Conference on Image Processing (ICIP), Genova, Italy, 2005 [PDF]
- Bohyung
Han, Ying Zhu, Dorin Comanicu and Larry Davis, Kernel-Based Bayesian
Filtering for Object Tracking, International Conference on Computer Vision
and Pattern Recognition (CVPR), San Diego, USA, 2005 [PDF]
- Bohyung
Han, and Larry Davis, Object Tracking by Adaptive Feature Extraction ,
International Conference on Image Processing (ICIP), Singapore, 2004 [PDF]
- Bohyung
Han, Dorin Comaniciu, Ying Zhu, and Larry Davis, Incremental Density
Approximation and Kernel-Based Bayesian Filtering for Object Tracking,
International Conference on Computer Vision and Pattern Recognition
(CVPR), Washington DC, USA, 2004 [PDF]
- Bohyung
Han, Dorin Comaniciu, and Larry Davis, Sequential Kernel Density
Approximation through Mode Propagation: Applications to Background
Modeling, Asian Conference on Computer Vision (ACCV), Jeju Island, Korea,
2004 [PDF]
- Anurag
Mittal and Larry S. Davis, M2Tracker: A Multi-View Approach to Segmenting
and Tracking People in a Cluttered Scene. International Journal of
Computer Vision (IJCV). Vol. 51 (3), Feb/March 2003. [PDF]
- A.
Elgammal, R. Duraiswami, and L. S. Davis, Probabilistic Tracking in Joint
Feature-Spatial Spaces CVPR'03 [PDF]
- A.
Elgammal and L. S. Davis, Probabilistic Framework for Segmenting People
Under Occlusion, ICCV'01 [PDF]
- Y.
Yacoob and L.S. Davis, Learned Models for Estimation of Rigid and
Articulated Human Motion from Stationary or Moving Camera, Int. Journal of
Computer Vision, 36(1), 2000, 5-30. [PDF]
- Vlad
I. Morariu, David Harwood, and Larry S. Davis. Tracking People's Hands
and Feet Using Mixed Network AND/OR Search. IEEE Transactions on
Pattern Analysis and Machine Intelligence (PAMI), 2013. PDF BibTeX
- Radu
Dondera, Vlad I. Morariu, Larry S. Davis. Learning to Detect Carried
Objects with Minimal Supervision. IEEE Workshop on Socially
Intelligent Surveillance and Monitoring (SISM), 2013. PDF BibTeX
- S.
N. Vitaladevuni, V. Kellokumpu and L. S. Davis, Action Recognition using
Ballistic Dynamics, Conf. on Computer Vision and Pattern Rec. (CVPR) 2008
[PDF]
- Vlad
I. Morariu, V. Shiv Naga Prasad, and Larry S. Davis. Human Activity Understanding
using Visibility Context. IEEE/RSJ IROS Workshop: From sensors to human
spatial concepts (FS2HSC), 2007. [PDF]
- V.
S. N. Prasad, V. Kellokumpu and L. S. Davis, Ballistic Hand Movements,
Proc. Conf. Articulated Motion and Deformable Objects (AMDO) 2006, July
2006. [PDF]
- V.
D. Shet, V. S. N. Prasad, A. Elgammal, Y. Yacoob and L. S. Davis,
Multi-cue Exemplar-based Nonparametric Model for Gesture Recognition, in
Proc. Indian Conf. Computer Vision, Graphics and Image Processing (ICVGIP)
2004, Dec. 2004. [PDF]
- Ahmed
Elgammal, Vinay D. Shet, Yaser Yacoob and Larry Davis, Learning Dynamics
for Exemplar based Gesture Recognition, IEEE International Conference on
Computer Vision and Pattern Recognition (CVPR) Wisconsin 2003 [PDF]
- A.
Sepheri, Y. Yacoob and L. Davis, Employing the Hand as an Interface
Device, Journal of Multimedia, (1)7, 2006, 18-29 [PDF]
- Abhinav
Gupta, Trista Chen, Francine Chen, Don Kimber and Larry S. Davis, Context
and Observation Driven Latent Variable Model for Human Pose Estimation, in
CVPR 2008 [PDF]
- Abhinav
Gupta, Anurag Mittal and Larry S. Davis, Constraint Integration for
Multiview Pose Estimation of Humans with Self-Occlusions, 3DPVT 2006 [PDF]
- Anurag
Mittal, Liang Zhao and Larry Davis., Human Body pose Estimation by Shape
Analysis of Silhouettes. IEEE International Conference on Advanced Video
and Signal Based Surveillance (AVSS), Orlando, Florida, July 2003. [PDF]
- T.
Horparasert, I. Haritaoglu, D. Harwood, L. Davis, C. Wren, A. Pentland
Real-time 3D Motion Capture. Second Workshop on Perceptual Interfaces, San
Francisco, November 1998 [PDF]
- K.
Ebihara, L.S. Davis, J. Kurumisawa, T. Horprasert, R.I. Haritaoglu, T.
Sakaguchi and J. Ohya, Shall We Dance? -Real Time 3D Control of a CG
Puppet, SIGGRAPH98 Conference Abstract and Applications, Orlando, July
1998. [PDF]
- D.
M. Gavrila and L. S. Davis, 3D Model-based Tracking of Humans in Action: a
Multi-view Approach, Proc. of IEEE Conference on Computer Vision and
Pattern Recognition, pp. 73-80, San Francisco, U.S.A., 1996.
- Brandyn
White, Tom Yeh, Jimmy Lin, and Larry Davis, Web-Scale Computer Vision
using MapReduce for Multimedia Data Mining, KDD Workshop, July 2010. [PDF]
- Mohamed
Hussein, Fatih Porikli, and Larry Davis, Kernel Integral Images: A Framework
for Fast Non-Uniform Filtering, EEE Computer Society Conference on
Computer Vision and Pattern Recognition (CVPR), Anchorage, AK, June 2008.
[PDF]
- Vlad
I. Morariu, Balaji Vasan Srinivasan, Vikas C. Raykar, Ramani Duraiswami,
and Larry S. Davis. Automatic online tuning for fast Gaussian summation.
Advances in Neural Information Processing Systems (NIPS), 2008. [PDF]
- Ser-Nam
Lim, Anurag Mittal, Larry S. Davis and Nikos Paragios., Fast
Illumination-invariant Background Subtraction Using Two Views: Error
Analysis, Sensor Placement and Applications. In IEEE Conference on
Computer Vision and Pattern Recognition (CVPR), San Diego, CA, June 2005
- K.
Kim, T. H. Chalidabhongse, D. Harwood and L. Davis, Real-time
Foreground-Background Segmentation using Codebook Model, Real-time
Imaging, Volume 11, Issue 3, Pages 167-256, June 2005 [PDF]
- K.
Kim, T. H. Chalidabhongse, D. Harwood and L. Davis, Background Modeling
and Subtraction by Codebook Construction, IEEE International Conference on
Image Processing (ICIP) 2004. [PDF]
- T.
H. Chalidabhongse, K. Kim, D. Harwood and L. Davis, A Perturbation Method
for Evaluating Background Subtraction Algorithms, Joint IEEE International
Workshop on Visual Surveillance and Performance Evaluation of Tracking and
Surveillance (VS-PETS 2003), Nice, France, Oct. 11-12, 2003. [PDF]
- A.
Elgammal, R. Duraiswami, D. Harwood and L. S. Davis, Background and Foreground
Modeling using Non-parametric Kernel Density Estimation for Visual
Surveillance, Proceedings of the IEEE, July 2002. [PDF]
- A.
Elgammal, D. Harwood, L. S. Davis, Non-parametric Model for Background
Subtraction, ECCV'00 [PDF]
- Hazem
El-Alfy, David Jacobs and Larry Davis, Multi-Scale Video Cropping, in Proceedings
of the 15th ACM International Conference on Multimedia (MM'07), pp.
97-106, Augsburg, Bavaria, Germany, September 23-28, 2007. [PDF]
- Ryan
Farrell, David Doermann, Larry Davis, Learning Higher-order Transition
Models in Medium-scale Camera Networks, OMNIVIS 2007. [PDF]
- Abhinav
Gupta, Anurag Mittal and Larry S. Davis, COST*: An Approach for Camera
Selection and Multi-Object Inference Ordering in Dynamic Scenes, In ICCV
2007 [PDF]
- Anurag
Mittal and Larry S. Davis. Visibility Analysis and Sensor Planning in
Dynamic Environments. In 8th European Conference on Computer Vision
(ECCV), Prague, Czech Republic, May, 2004. [PDF]
- Ser-Nam
Lim, Larry Davis, Anurag Mittal, Task Scheduling in Large Camera Network,
ACCV 2007, Tokyo, Japan. [PDF]
- Ser-Nam
Lim, Larry S. Davis, Anurag Mittal, Constructing Task Visibility Intervals
for a Surveillance System, ACM Multimedia System Journal, Special Issue on
Multimedia Surveillance System, Vol. 12, No. 3, Dec 2006. [PDF]
- Ser-Nam
Lim, Anurag Mittal, Larry Davis, Constructing Task Visibility Intervals
for Surveillance Systems, VSSN 2005, Nov 11-12, Singapore. [PDF]
- Ser-Nam
Lim, Ahmed Elgammal and Larry S. Davis, Image-based Pan-tilt Camera
Control in a Multi-Camera Surveillance Environment, IEEE ICME 2003,
Special Session on Visual Surveillance, Jul 6-9, Baltimore, Maryland. [PDF]
- Zhuolin
Jiang, Larry S. Davis. "Submodular Salient Region Detection".
IEEE Conference on Computer Vision and Pattern Recognition, 2013. [pdf]
- V.
S. N. Prasad, B. Siddiquie, J. Golbeck and L. S. Davis, Classifying
Computer Generated Charts, Workshop on Content Based Multimedia Indexing
(CBMI) 2007. [PDF]
- Y.
Yacoob and L. Davis, Segmentation using Meta-texture Saliency ,
International Conference on Computer Vision, Rio De Janeiro, Brazil, 2007.
[PDF]
- V.
S. N. Prasad and L. S. Davis, Detecting Rotational Symmetries, (Oral
Pres.) Proc. IEEE Int'l Conf. Computer Vision (ICCV) 2005, Oct. 2005. [PDF]
- Bohyung
Han and Larry Davis, Semi-Parametric Model-Based Clustering for DNA
Microarray Data, International Conference on Pattern Recognition (ICPR),
Hong Kong, China, 2006
- Wael
Abd-Almageed and Larry Davis, Density Estimation using Mixtures of
Mixtures of Gaussians, European Conference on Computer Vision , 2006. [PDF]
- Y.
Yacoob and L.S. Davis, Segmentation of Planar Objects and their Shadows in
Motion Sequences, Int. Journal of Computer Vision, (67)1, April 2006, 53 -
69.