David Alexander Forsyth

1969 …2019
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Research Output 1969 2019

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Article
2019

An Approximate Shading Model with Detail Decomposition for Object Relighting

Liao, Z., Karsch, K., Zhang, H. & Forsyth, D. A., Jan 15 2019, In : International Journal of Computer Vision. 127, 1, p. 22-37 16 p.

Research output: Contribution to journalArticle

Decomposition
Materials properties
Lighting
Chemical analysis
2015

Representation learning

Forsyth, D. A., Apr 1 2015, Computer, 48, 4 1 p.

Research output: Contribution to specialist publicationArticle

2014

Automatic scene inference for 3D object compositing

Karsch, K., Sunkavalli, K., Hadap, S., Carr, N., Jin, H., Fonte, R., Sittig, M. & Forsyth, D. A., Jan 1 2014, In : ACM Transactions on Graphics. 33, 3, 32.

Research output: Contribution to journalArticle

Lighting
Drag
Light sources
Cameras
Geometry
Managers
Visualization
Semantics

Object detection with discriminatively trained part-based models

Forsyth, D. A., 2014, Computer, 47, 2, p. 6-7 2 p.

Research output: Contribution to specialist publicationArticle

Object detection

Recognizing activities in multiple views with fusion of frame judgments

Pehlivan, S. & Forsyth, D. A., Jan 1 2014, In : Image and Vision Computing. 32, 4, p. 237-249 13 p.

Research output: Contribution to journalArticle

Fusion reactions
Cameras
Labels
Electric fuses

Video event detection: From subvolume localization to spatiotemporal path search

Tran, D., Yuan, J. & Forsyth, D. A., Feb 1 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 2, p. 404-416 13 p., 6567857.

Research output: Contribution to journalArticle

Event Detection
Cameras
Trajectories
Detectors
Path
2013

Improved object categorization and detection using comparative object similarity

Wang, G., Forsyth, D. A. & Hoiem, D. W., Sep 3 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 10, p. 2442-2453 12 p., 6482138.

Research output: Contribution to journalArticle

Categorization
Detectors
Classifiers
Volatile organic compounds
Detector
2012

A subdivision-based representation for vector image editing

Liao, Z., Hoppe, H., Forsyth, D. A. & Yu, Y., Sep 20 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 11, p. 1858-1867 10 p., 6165279.

Research output: Contribution to journalArticle

Scalability
Image processing
Color
Experiments
Graphics processing unit

Discriminative hierarchical part-based models for human parsing and action recognition

Wang, Y., Tran, D., Liao, Z. & Forsyth, D. A., Oct 1 2012, In : Journal of Machine Learning Research. 13, p. 3075-3102 28 p.

Research output: Contribution to journalArticle

Action Recognition
Parsing
Hierarchical Model
Model
Anatomy

Learning image similarity from flickr groups using fast kernel machines

Wang, G., Hoiem, D. W. & Forsyth, D. A., Oct 1 2012, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 34, 11, p. 2177-2188 12 p., 6133292.

Research output: Contribution to journalArticle

Kernel Machines
Classifiers
Classifier
Training Algorithm
Intersection
2011

Lightness recovery for pictorial surfaces

Paviotti, A., Forsyth, D. A. & Cortelazzo, G. M., Aug 1 2011, In : International Journal of Computer Vision. 94, 1, p. 54-77 24 p.

Research output: Contribution to journalArticle

Lighting
Recovery
Painting
Paint
Color

Rendering synthetic objects into legacy photographs

Karsch, K., Hedau, V., Forsyth, D. A. & Hoiem, D. W., Dec 1 2011, In : ACM Transactions on Graphics. 30, 6, 157.

Research output: Contribution to journalArticle

Lighting
Industry

Rendering Synthetic Objects into Legacy Photographs

Karsch, K., Hedau, V., Forsyth, D. A. & Hoiem, D. W., Dec 1 2011, In : ACM Transactions on Graphics. 30, 6, p. 1-12 12 p.

Research output: Contribution to journalArticle

Lighting
Industry

Variable-source shading analysis

Forsyth, D. A., Feb 1 2011, In : International Journal of Computer Vision. 91, 3, p. 280-302 23 p.

Research output: Contribution to journalArticle

Computer vision
Cameras
Boundary conditions
2010

It's all about the data

Berg, T. L., Sorokin, A., Wang, G., Forsyth, D. A., Hoiem, D. W., Endres, I. & Farhadi, A., Aug 1 2010, In : Proceedings of the IEEE. 98, 8, p. 1434-1452 19 p., 5464301.

Research output: Contribution to journalArticle

Internet
Computer vision
HTML
Animals
Personnel
2009

Generalizing motion edits with Gaussian processes

Ikemoto, L., Arikan, O. & Forsyth, D. A., Jan 1 2009, In : ACM Transactions on Graphics. 28, 1, 1.

Research output: Contribution to journalArticle

Animation
Kinematics
2008

Searching for complex human activities with no visual examples

Ikizler, N. & Forsyth, D. A., Dec 1 2008, In : International Journal of Computer Vision. 80, 3, p. 337-357 21 p.

Research output: Contribution to journalArticle

Query languages
Data acquisition
2007

Capturing and animating occluded cloth

White, R., Crane, K. & Forsyth, D. A., Jul 29 2007, In : ACM Transactions on Graphics. 26, 3, 1276420.

Research output: Contribution to journalArticle

Color
Video cameras
Data acquisition

Tracking people by learning their appearance

Ramanan, D., Forsyth, D. A. & Zisserman, A., Jan 1 2007, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 29, 1, p. 65-81 17 p.

Research output: Contribution to journalArticle

Model
Background Subtraction
Configuration
Clutter
Bottom-up
2006

Building models of animals from video

Ramanan, D., Forsyth, D. A. & Barnard, K., Dec 1 2006, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 8, p. 1319-1333 15 p.

Research output: Contribution to journalArticle

Animals
Texture
Textures
Object Recognition
Object recognition

Computational studies of human motion: Part 1, tracking and motion synthesis

Forsyth, D. A., Arikan, O., Ikemoto, L., O'Brien, J. & Ramanan, D., Dec 1 2006, In : Foundations and Trends in Computer Graphics and Vision. 1, 2-3, p. 77-254 178 p.

Research output: Contribution to journalArticle

Animation
Computer vision
Kinematics
Pixels
Association reactions

Shape from texture without boundaries

Lobay, A. & Forsyth, D. A., Apr 1 2006, In : International Journal of Computer Vision. 67, 1, p. 71-91 21 p.

Research output: Contribution to journalArticle

Textures
Surface reconstruction
Geometry
2003

Matching Words and Pictures

Barnard, K., Duygulu, P., Forsyth, D. A., De Freitas, N., Blei, D. M. & Jordan, M. I., Aug 15 2003, In : Journal of Machine Learning Research. 3, 6, p. 1107-1135 29 p.

Research output: Contribution to journalArticle

Annotation
Data mining
Object recognition
Correspondence
Joint Distribution
2001
Object recognition
Face recognition
Lighting

Probabilistic methods for finding people

Ioffe, S. & Forsyth, D. A., Jun 1 2001, In : International Journal of Computer Vision. 43, 1, p. 45-68 24 p.

Research output: Contribution to journalArticle

Classifiers
Object recognition
Kinematics

The joy of sampling

Forsyth, D. A., Haddon, J. & Ioffe, S., Jan 1 2001, In : International Journal of Computer Vision. 41, 1-2, p. 109-134 26 p.

Research output: Contribution to journalArticle

Sampling
Color
Computer vision
Lighting
Position measurement
1999

Automatic detection of human nudes

Forsyth, D. A. & Fleck, M. M., Jan 1 1999, In : International Journal of Computer Vision. 32, 1, p. 63-77 15 p.

Research output: Contribution to journalArticle

Skin
Color
Textures
Object recognition
Pixels

Computer vision tools for finding images and video sequences

Forsyth, D. A., Sep 1 1999, In : Library Trends. 48, 2, p. 326-355 30 p.

Research output: Contribution to journalArticle

video
indexing
layout
language

Dynamics Modeling and Culling

Chenney, S., Ichnowski, J. & Forsyth, D. A., Mar 1 1999, In : IEEE Computer Graphics and Applications. 19, 2, p. 79-87 9 p.

Research output: Contribution to journalArticle

Dynamic models

Interactive ray tracing with the visibility complex

Cho, F. S. & Forsyth, D. A., Jan 1 1999, In : Computers and Graphics (Pergamon). 23, 5, p. 703-717 15 p.

Research output: Contribution to journalArticle

Ray tracing
Visibility
Data structures
Trajectories
Casting
Markov processes
Monte Carlo methods
Sampling
Color
1998

Finding objects by grouping primitives

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

Research output: Contribution to journalArticle

Animals
Textures
Color

Jigsaw puzzle solver using shape and color

Chung, M. G., Fleck, M. M. & Forsyth, D. A., 1998, In : International Conference on Signal Processing Proceedings, ICSP. 2, p. 877-880 4 p.

Research output: Contribution to journalArticle

Color
Color matching
Restoration
Repair

New puzzle assembly

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

Research output: Contribution to journalArticle

assembly
Experimental Results
1997
Animals
Textures
Color
1996

Recognizing algebraic surfaces from their outlines

Forsyth, D. A., Jan 1 1996, In : International Journal of Computer Vision. 18, 1, p. 21-40 20 p.

Research output: Contribution to journalArticle

Cameras
Calibration
Geometry
1995

3D object recognition using invariance

Zisserman, A., Forsyth, D. A., Mundy, J., Rothwell, C., Liu, J. & Pillow, N., Jan 1 1995, In : Artificial Intelligence. 78, 1-2, p. 239-288 50 p.

Research output: Contribution to journalArticle

Object recognition
Invariance
Cameras
Calibration
Imaging techniques

Planar object recognition using projective shape representation

Rothwell, C. A., Zisserman, A., Forsyth, D. A. & Mundy, J. L., Sep 1 1995, In : International Journal of Computer Vision. 16, 1, p. 57-99 43 p.

Research output: Contribution to journalArticle

Object recognition
Lighting
Cameras
Calibration
1992

Relative motion and pose from arbitrary plane curves

Rothwell, CA., Zisserman, A., Marinos, CI., Forsyth, D. A. & Mundy, JL., Jan 1 1992, In : Image and Vision Computing. 10, 4, p. 250-262 13 p.

Research output: Contribution to journalArticle

Calibration
Recovery

Transformational invariance - a primer

Forsyth, D. A., Mundy, J. L. & Zisserman, A., Jan 1 1992, In : Image and Vision Computing. 10, 1, p. 39-45 7 p.

Research output: Contribution to journalArticle

Invariance
Cameras
Experiments
1991

Invariant Descriptors for 3-D Object Recognition and Pose

Forsyth, D. A., Mundy, J. L., Zisserman, A., Coelho, C., Heller, A. & Rothwell, C., Jan 1 1991, In : IEEE transactions on pattern analysis and machine intelligence. 13, 10, p. 971-991 21 p.

Research output: Contribution to journalArticle

3D Object Recognition
Object recognition
Descriptors
Invariant
Measurement errors

Projectively invariant representations using implicit algebraic curves

Forsyth, D. A., Mundy, J. L., Zisserman, A. & Brown, C. M., Jan 1 1991, In : Image and Vision Computing. 9, 2, p. 130-136 7 p.

Research output: Contribution to journalArticle

Polynomials

Reflections on Shading

Forsyth, D. A. & Zisserman, A., Jan 1 1991, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 13, 7, p. 671-679 9 p.

Research output: Contribution to journalArticle

Shading
Radiance
Lighting
Illumination
Irradiance
1990

A novel algorithm for color constancy

Forsyth, D. A., Aug 1 1990, In : International Journal of Computer Vision. 5, 1, p. 5-35 31 p.

Research output: Contribution to journalArticle

Color

Shape from shading in the light of mutual illumination

Forsyth, D. A. & Zisserman, A., Jan 1 1990, In : Image and Vision Computing. 8, 1, p. 42-49 8 p.

Research output: Contribution to journalArticle

Lighting
Derivatives