David Alexander Forsyth

1969 …2019
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Research Output 1969 2019

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Conference article
2016

Swapout: Learning an ensemble of deep architectures

Singh, S., Hoiem, D. W. & Forsyth, D. A., Jan 1 2016, In : Advances in Neural Information Processing Systems. p. 28-36 9 p.

Research output: Contribution to journalConference article

Network layers
Parameterization
2014

Human parsing with a cascade of hierarchical poselet based pruners

Tran, D., Wang, Y. & Forsyth, D. A., Sep 3 2014, In : Proceedings - IEEE International Conference on Multimedia and Expo. 2014-September, Septmber, 6890316.

Research output: Contribution to journalConference article

Color
Ground state
2013

Fast template evaluation with Vector Quantization

Sadeghi, M. A. & Forsyth, D. A., Jan 1 2013, In : Advances in Neural Information Processing Systems.

Research output: Contribution to journalConference article

Vector quantization
Detectors
Object detection

Non-parametric filtering for geometric detail extraction and material representation

Liao, Z., Rock, J., Wang, Y. & Forsyth, D. A., Nov 15 2013, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 963-970 8 p., 6618973.

Research output: Contribution to journalConference article

Decomposition
Recovery
2005

Fast and detailed approximate global illumination by irradiance decomposition

Arikan, O., Forsyth, D. A. & O'Brien, J. F., Jul 1 2005, In : ACM Transactions on Graphics. 24, 3, p. 1108-1114 7 p.

Research output: Contribution to journalConference article

Lighting
Decomposition
Visibility
Interpolation
Costs
2004

Names and faces in the news

Berg, T. L., Berg, A. C., Edwards, J., Maire, M., White, R., Teh, Y. W., Learned-Miller, E. & Forsyth, D. A., Oct 19 2004, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2

Research output: Contribution to journalConference article

Face recognition
Merging
Labeling
Labels
Entropy
2003
Experiments

Motion synthesis from annotations

Arikan, O., Forsyth, D. A. & O'Brien, J. F., Jul 1 2003, In : ACM Transactions on Graphics. 22, 3, p. 402-408 7 p.

Research output: Contribution to journalConference article

Dynamic programming
Paint
Support vector machines
Specifications
Composite materials

Recognition as translating images into text

Barnard, K., Duygulu, P. & Forsyth, D. A., May 26 2003, In : Proceedings of SPIE - The International Society for Optical Engineering. 5018, p. 168-178 11 p.

Research output: Contribution to journalConference article

translating
Museums
Computer vision
Semantics
museums

The effects of segmentation and feature choice in a translation model of object recognition

Barnard, K., Duygulu, P., Guru, R., Gabbur, P. & Forsyth, D., Sep 1 2003, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2, p. II/675-II/682

Research output: Contribution to journalConference article

Object recognition
Unsupervised learning
Image segmentation
Merging
Experiments
2002

Benchmarks for storage and retrieval in multimedia databases

Forsyth, D. A., Jan 1 2002, In : Proceedings of SPIE - The International Society for Optical Engineering. 4676, p. 240-247 8 p.

Research output: Contribution to journalConference article

Multimedia Databases
multimedia
Image retrieval
Image Retrieval
retrieval

Interactive motion generation from examples

Arikan, O. & Forsyth, D. A., Jan 1 2002, In : ACM Transactions on Graphics. 21, 3, p. 483-490 8 p.

Research output: Contribution to journalConference article

Data acquisition

Modeling the statistics of image features and associated text

Barnard, K., Duygulu, P. & Forsyth, D. A., Jan 1 2002, In : Proceedings of SPIE - The International Society for Optical Engineering. 4670, p. 1-11 11 p.

Research output: Contribution to journalConference article

Semantics
Statistics
statistics
Museums
Painting
2001

Clustering art

Barnard, K., Duygulu, P. & Forsyth, D. A., Dec 1 2001, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2

Research output: Contribution to journalConference article

Semantics
Museums
Painting
Probability distributions
Processing
Object recognition
Face recognition
Lighting
1999

Sampling, resampling and colour constancy

Forsyth, D. A., Jan 1 1999, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 1, p. 300-305 6 p.

Research output: Contribution to journalConference article

Markov processes
Monte Carlo methods
Sampling
Color
1998

Finding objects by grouping primitives

Forsyth, D. A., Ioffe, S. & Haddon, J., Dec 1 1998, In : Conference Record of the Asilomar Conference on Signals, Systems and Computers. 1, p. 905-909 5 p.

Research output: Contribution to journalConference article

Animals
Textures
Color

New puzzle assembly

Chung, M. G., Fleck, M. M. & Forsyth, D. A., Dec 1 1998, In : Proceedings of SPIE - The International Society for Optical Engineering. 3545, p. 151-158 8 p.

Research output: Contribution to journalConference article

assembly
Experimental Results