David Alexander Forsyth

1969 …2019
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Research Output 1969 2019

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Conference contribution
Conference contribution

30Hz object detection with DPM V5

Sadeghi, M. A. & Forsyth, D., Jan 1 2014, Computer Vision, ECCV 2014 - 13th European Conference, Proceedings. PART 1 ed. Springer-Verlag, p. 65-79 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8689 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object Detection
Vector quantization
Template
Vector Quantization
Speedup

A latent model of discriminative aspect

Farhadi, A., Tabrizi, M. K., Endres, I. & Forsyth, D., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 948-955 8 p. 5459350. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Textures
Lighting

A lightness recovery algorithm for the multispectral acquisition of frescoed environments

Paviotti, A. & Forsyth, D. A., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 970-977 8 p. 5457599. (2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lighting
Recovery
Paint
Painting

Aligning ASL for statistical translation using a discriminative word model

Farhadi, A. & Forsyth, D. A., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 1471-1476 6 p. 1640930. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Substitution reactions

An approximate shading model for object relighting

Liao, Z., Karsch, K. & Forsyth, D., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 5307-5314 8 p. 7299168. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Chemical analysis
Materials properties
Lighting

An empirical-statistical agenda for recognition

Forsyth, D., Jan 1 1999, Shape, Contour and Grouping in Computer Vision. Mundy, J. L., Cipolla, R., Forsyth, D. A. & di Gesu, V. (eds.). Springer-Verlag, p. 9-21 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1681).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Animals on the web

Berg, T. L. & Forsyth, D. A., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 1463-1470 8 p. 1640929. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Animals
Websites
Textures
Color

Applications of invariance in computer vision: Second joint European – US workshop Ponta Delgada, Azores, Portugal October 9-14, 1993 proceedings

Mundy, J. L., Zisserman, A. & Forsyth, D. A., Jan 1 1994, Applications of Invariance in Computer Vision - 2nd Joint European - US Workshop, Proceedings. Mundy, J. L., Forsyth, D. & Zisserman, A. (eds.). Springer-Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 825 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Invariance
Computer Vision
Computer vision

Around device interaction for multiscale navigation

Jones, B., Sodhi, R., Forysth, D., Bailey, B. P. & MacIocci, G., Oct 26 2012, MobileHCI'12 - Proceedings of the 14th International Conference on Human Computer Interaction with Mobile Devices and Services. p. 83-92 10 p. (MobileHCI'12 - Proceedings of the 14th International Conference on Human Computer Interaction with Mobile Devices and Services).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Navigation
Sensors
Touch screens
Mobile devices
Fluids

Attribute discovery via predictable discriminative binary codes

Rastegari, M., Farhadi, A. & Forsyth, D., Oct 30 2012, Computer Vision, ECCV 2012 - 12th European Conference on Computer Vision, Proceedings. PART 6 ed. p. 876-889 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7577 LNCS, no. PART 6).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Binary codes
Binary Code
Attribute
Discrimination
Learnability

Automatic annotation of everyday movements

Ramanan, D. & Forsyth, D. A., Jan 1 2004, Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data acquisition

BeThere: 3D mobile collaboration with spatial input

Sodhi, R. S., Jones, B. R., Forsyth, D. A., Bailey, B. P. & Maciocci, G., May 27 2013, CHI 2013: Changing Perspectives, Conference Proceedings - The 31st Annual CHI Conference on Human Factors in Computing Systems. p. 179-188 10 p. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sensors
Feedback

Blind recovery of spatially varying reflectance from a single image

Karsch, K. & Forsyth, D. A., Nov 24 2014, SIGGRAPH Asia 2014 Indoor Scene Understanding Where Graphics Meets Vision, SA 2014. Association for Computing Machinery, Inc, 2. (SIGGRAPH Asia 2014 Indoor Scene Understanding Where Graphics Meets Vision, SA 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recovery
Lighting
Decomposition
Experiments

Building a dictionary of image fragments

Liao, Z., Farhadi, A., Wang, Y., Endres, I. & Forsyth, D. A., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 3442-3449 8 p. 6248085. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glossaries
Image classification

Building text features for object image classification

Wang, G., Hoiem, D. W. & Forsyth, D. A., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1367-1374 8 p. 5206816. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009; vol. 2009 IEEE Computer Society Conference on Computer Vision and ...).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Classifiers
Volatile organic compounds
Internet

Canonical frames for planar object recognition

Rothwell, C. A., Zisserman, A., Forsyth, D. A. & Mundy, J. L., Jan 1 1992, Computer Vision - ECCV 1992 - 2nd European Conference on Computer Vision, Proceedings. Sandini, G. (ed.). Springer-Verlag, p. 757-772 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 588 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Object Recognition
Camera Calibration
Invariant
Cameras

Combining cues: Shape from shading and texture

White, R. & Forsyth, D. A., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 1809-1816 8 p. 1640973. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Geometry

Comparative object similarity for improved recognition with few or no examples

Wang, G., Forsyth, D. A. & Hoiem, D. W., Aug 31 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2010. p. 3525-3532 8 p. 5539955. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Experiments

Configuration estimates improve pedestrian finding

Tran, D. & Forsyth, D. A., Dec 1 2009, Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference. (Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bicycles
Mountings
Classifiers

Describing objects by their attributes

Farhadi, A., Endres, I., Hoiem, D. W. & Forsyth, D. A., Jan 1 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009. IEEE Computer Society, p. 1778-1785 8 p. 5206772. (2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009; vol. 2009 IEEE Computer Society Conference on Computer Vision and ...).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Feature extraction
Semantics

Detecting, localizing and recovering kinematics of textured animals

Ramanan, D., Forsyth, D. A. & Barnard, K., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 635-642 8 p. 1467501. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kinematics
Animals
Object recognition
Textures

Distinctive representations for the recognition of curved surfaces using outlines and markings

Forsyth, D. A., Zisserman, A. & Malik, J., Jan 1 1995, Object Representation in Computer Vision - International NSF-ARPA Workshop, Proceedings. Gross, A., Hebert, M., Boult, T. & Ponce, J. (eds.). Springer-Verlag, p. 89-99 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 994).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Curved Surface
Surface of revolution
Algebraic Surfaces
Polyhedron
Cone

Easy minimax estimation with random forests for human pose estimation

Daphne Tsatsoulis, P. & Forsyth, D., Jan 1 2015, Computer Vision - ECCV 2014 Workshops, Proceedings. Bronstein, M. M., Rother, C. & Agapito, L. (eds.). Springer-Verlag, p. 669-684 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8925).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Minimax Estimation
Pose Estimation
Random Forest
Regression
Output

Efficient model library access by projectively invariant indexing functions

Rothwell, C. A., Zisserman, A., Mundy, J. L. & Forsyth, D. A., Jan 1 1992, Proceedings CVPR 1992 - IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 109-114 6 p. 223219. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 1992-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cameras
Calibration

Efficient recognition of rotationally symmetric surfaces and straight homogeneous generalized cylinders

Liu, J., Mundy, J., Forsyth, D. A., Zisserman, A. & Rothwell, C., Dec 1 1993, IEEE Computer Vision and Pattern Recognition. Anon (ed.). Publ by IEEE, p. 123-128 6 p. (IEEE Computer Vision and Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient unsupervised learning for localization and detection in object categories

Loeff, N., Arora, H., Sorokin, A. & Forsyth, D., Dec 1 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 811-818 8 p. (Advances in Neural Information Processing Systems).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Unsupervised learning

Enriching a motion collection by transplanting limbs

Ikemoto, L. & Forsyth, D. A., Aug 27 2004, Computer Animation 2004 - ACM SIGGRAPH / Eurographics Symposium on Computer Animation. Association for Computing Machinery, Inc, p. 99-108 10 p. (Computer Animation 2004 - ACM SIGGRAPH / Eurographics Symposium on Computer Animation).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Transplants
Classifiers

Every picture tells a story: Generating sentences from images

Farhadi, A., Hejrati, M., Sadeghi, M. A., Young, P., Rashtchian, C., Hockenmaier, J. & Forsyth, D., Nov 15 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 ed. p. 15-29 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6314 LNCS, no. PART 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimate
Linking
Narrative
Sufficient
Evaluate

Exploiting image semantics for picture libraries

Barnard, K. & Forsyth, D. A., Jan 1 2001, Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries, JCDL 2001. Association for Computing Machinery, 1 p. (Proceedings of the ACM International Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Digital libraries
Semantics
semantics
learning

Exploiting image semantics for picture libraries

Barnard, K. & Forsyth, D., Dec 1 2001, Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries. 1 p. (Proceedings of First ACM/IEEE-CS Joint Conference on Digital Libraries).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Semantics

Extracting projective structure from single perspective views of 3D point sets

Rothwell, C. A., Forsyth, D. A., Zisserman, A. & Mundy, J. L., Jan 1 1993, 1993 IEEE 4th International Conference on Computer Vision. Publ by IEEE, p. 573-582 10 p. (1993 IEEE 4th International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Finding glass

McHenry, K. G., Ponce, J. & Forsyth, D. A., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 973-979 7 p. 1467548. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. II).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Glass
Classifiers
Textures
Experiments

Finding naked people

Fleck, M. M., Forsyth, D. A. & Bregler, C., Jan 1 1996, Computer Vision – ECCV 1996 - 4th European Conference on Computer Vision, Proceedings. Buxton, B. & Cipolla, R. (eds.). Springer-Verlag, p. 594-602 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1065).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Skin
Content based retrieval
Color
Content-based Retrieval
Object recognition

Finding objects by grouping primitives

Forsyth, D. A., Haddon, J. & Ioffe, S., Jan 1 1999, Shape, Contour and Grouping in Computer Vision. Mundy, J. L., Cipolla, R., Forsyth, D. A. & di Gesu, V. (eds.). Springer-Verlag, p. 302-318 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1681).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Grouping
Digital libraries
Object Recognition
Textures

Finding objects in image databases by grouping

Malik, J., Forsyth, D. A., Fleck, M. M., Greenspan, H., Leung, T., Carson, C., Belongie, S. & Bregler, C., 1996, IEEE International Conference on Image Processing. Anon (ed.). IEEE, Vol. 2. p. 761-764 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Textures
Color
Object recognition

Finding people and animals by guided assembly

Forsyth, D. A. & Fleck, M. M., 1997, IEEE International Conference on Image Processing. IEEE Comp Soc, Vol. 3. p. 5-8 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Animals
Textures
Color

Finding people by sampling

Ioffe, S. & Forsyth, D. A., 1999, Proceedings of the IEEE International Conference on Computer Vision. IEEE, Vol. 2. p. 1092-1097 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sampling
Equivalence classes

Finding pictures of objects in large collections of images

Forsyth, D. A., Malik, J., Fleck, M. M., Greenspan, H., Leung, T., Belongie, S., Carson, C. & Bregler, C., Jan 1 1996, Object Representation in Computer Vision II - ECCV 1996 International Workshop, Proceedings. Zisserman, A., Ponce, J., Hebert, M., Hebert, M., Hebert, M., Ponce, J., Zisserman, A., Ponce, J. & Zisserman, A. (eds.). Springer-Verlag, p. 335-360 26 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1144).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Texture
Textures
Object recognition
Object Recognition
Grouping

How does CONDENSATION behave with a finite number of samples?

King, O. & Forsyth, D. A., Jan 1 2000, Computer Vision - ECCV 2000 - 6th European Conference on Computer Vision, Proceedings. Vernon, D. (ed.). Springer-Verlag, p. 695-709 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1842).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear Time
Tend
Resampling
Condensation
Absorbing

Identifying nude pictures

Forsyth, D. A. & Fleck, M. M., 1996, IEEE Workshop on Applications of Computer Vision - Proceedings. Anon (ed.). IEEE, p. 103-107 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Skin
Color
Textures
Object recognition
Masks

Improved human parsing with a full relational model

Tran, D. & Forsyth, D., Nov 15 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 ed. p. 227-240 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6314 LNCS, no. PART 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Relational Model
Parsing
Structure Learning
Human
Range of data

Interactive motion generation from examples

Arikan, O. & Forsyth, D. A., Dec 1 2002, Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH '02. p. 483-490 8 p. (Proceedings of the 29th Annual Conference on Computer Graphics and Interactive Techniques, SIGGRAPH '02).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data acquisition

Introduction

Forsyth, D. A. & Mundy, J., Jan 1 1999, Shape, Contour and Grouping in Computer Vision. Mundy, J. L., Cipolla, R., Forsyth, D. A. & di Gesu, V. (eds.). Springer-Verlag, p. 3-8 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1681).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Object recognition
Object Recognition
Guess
Human computer interaction
Attack

Invariance--A new framework for vision

Forsyth, D., Mundy, J. L., Zisserman, A. & Brown, C. M., Dec 1 1990, Proc 3 Int Conf Comput Vision. Publ by IEEE, p. 598-605 8 p. (Proc 3 Int Conf Comput Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Invariance
Cameras

Joint learning of visual attributes, object classes and visual saliency

Wang, G. & Forsyth, D., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 537-544 8 p. 5459194. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Railroad cars
Color
Detectors
Metals

Knowing when to put your foot down

Ikemoto, L., Arikan, O. & Forsyth, D. A., Sep 21 2006, Proceedings I3d 2006 - ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games. p. 49-53 5 p. (Proceedings of the Symposium on Interactive 3D Graphics; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Inverse kinematics
Data acquisition

Large multi-class image categorization with ensembles of label trees

Wang, Y. & Forsyth, D., Oct 21 2013, 2013 IEEE International Conference on Multimedia and Expo, ICME 2013. 6607437. (Proceedings - IEEE International Conference on Multimedia and Expo).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labels
Image classification

Learning a sequential search for landmarks

Singh, S., Hoiem, D. & Forsyth, D., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 3422-3430 9 p. 7298964. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 07-12-June-2015).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Birds
Labeling
Kinematics

Learning diverse image colorization

Deshpande, A., Lu, J., Yeh, M. C., Chong, M. J. & Forsyth, D. A., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 2877-2885 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Color
Pixels

Learning image similarity from Flickr groups using stochastic intersection Kernel machines

Wang, G., Hoiem, D. & Forsyth, D., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 428-435 8 p. 5459167. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Classifiers
Image matching
Computer vision