David Alexander Forsyth

1984 …2019
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Research Output 1984 2019

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Conference contribution
Conference contribution

Learning the behavior of users in a public space through video tracking

Yan, W. & Forsyth, D. A., Jan 1 2005, Proceedings - Seventh IEEE Workshop on Applications of Computer Vision, WACV 2005. IEEE Computer Society, p. 370-377 8 p. 4129505. (Proceedings - Seventh IEEE Workshop on Applications of Computer Vision, WACV 2005).

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

Fountains
Architectural design
Space research
Computer vision
Statistics

Learning to find pictures of people

Ioffe, S. & Forsyth, D., Jan 1 1999, Advances in Neural Information Processing Systems 11 - Proceedings of the 1998 Conference, NIPS 1998. Neural information processing systems foundation, p. 782-788 7 p. (Advances in Neural Information Processing Systems).

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

Classifiers
Object recognition
Kinematics

Learning to localize little landmarks

Singh, S., Hoiem, D. & Forsyth, D., Dec 9 2016, Proceedings - 29th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2016. IEEE Computer Society, p. 260-269 10 p. 7780404. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2016-December).

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

Door handles
Railroad cars
Wheels
Switches

Learning Type-Aware Embeddings for Fashion Compatibility

Vasileva, M. I., Plummer, B. A., Dusad, K., Rajpal, S., Kumar, R. & Forsyth, D., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer-Verlag Berlin Heidelberg, p. 405-421 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11220 LNCS).

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

Compatibility
Websites
Query
Learning
Evaluate

Lightness recovery for pictorial surfaces

Paviotti, A. & Forsyth, D. A., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops 2009. p. 1931-1938 8 p. 5457518. (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

ManifoldBoost: Stagewise function approximation for fully-, semi-and un-supervised learning

Loeff, N., Forsyth, D. & Ramachandran, D., Nov 26 2008, Proceedings of the 25th International Conference on Machine Learning. p. 600-607 8 p. (Proceedings of the 25th International Conference on Machine Learning).

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

Supervised learning
Costs

Max-sliced wasserstein distance and its use for gans

Deshpande, I., Hu, Y. T., Sun, R., Pyrros, A., Siddiqui, N., Koyejo, S., Zhao, Z., Forsyth, D. & Schwing, A. G., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10640-10648 9 p. 8953668. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

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

MORSE: An architecture for 3D object recognition based on invariants

Mundy, J., Curwen, R., Liu, J., Rothwell, C., Zissermanl, A. & Forsyth, D., Jan 1 1996, Recent Developments in Computer Vision - 2nd Asian Conference on Computer Vision, ACCV 1995, Invited Session Papers. Li, S. Z., Mital, D. P., Teoh, E. K. & Wan, H. (eds.). Springer-Verlag, p. 425-434 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1035).

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

3D Object Recognition
Object recognition
Invariant
Architecture

Motion synthesis from annotations

Arikan, O., Forsyth, D. A. & O'Brien, J. F., Dec 1 2003, ACM SIGGRAPH 2003 Papers, SIGGRAPH '03. p. 402-408 7 p. (ACM SIGGRAPH 2003 Papers, SIGGRAPH '03).

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

Dynamic programming
Paint
Support vector machines
Specifications
Composite materials

Novel approach to colour constancy

Forsyth, D. A., 1988, Second Int Conf on Comput Vision. Publ by IEEE, p. 9-18 10 p.

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

Color
Experiments

Object image retrieval by exploiting online knowledge resources

Wang, G. & Forsyth, D. A., Sep 23 2008, 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR. 4587818. (26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR).

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

Image retrieval
Labels
Websites
Animals

Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary

Duygulu, P., Barnard, K., de Freitas, J. F. G. & Forsyth, D. A., Jan 1 2002, Computer Vision - ECCV 2002 - 7th European Conference on Computer Vision, Proceedings. Nielsen, M., Heyden, A., Sparr, G. & Johansen, P. (eds.). Springer-Verlag, p. 97-112 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2353).

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

Machine Translation
Object recognition
Object Recognition
Predict
Locomotives

Object representation for object recognition

Ponce, J., Bajcsy, R., Metaxas, D., Binford, T. O., Forsyth, D. A., Hebert, M., Ikeuchi, K., Kak, A. C., Shapiro, L., Sclaroff, S., Pentland, A. & Stockman, G. C., Jan 1 1994, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Publ by IEEE, p. 147-152 6 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Object recognition
Computer vision
Pattern recognition
Computer aided design

Projectibles: Optimizing surface color for projection

Jones, B. R., Sodhi, R., Budhiraja, P., Karsch, K., Bailey, B. & Forsyth, D., Nov 5 2015, UIST 2015 - Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology. Association for Computing Machinery, Inc, p. 137-146 10 p. (UIST 2015 - Proceedings of the 28th Annual ACM Symposium on User Interface Software and Technology).

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

Display devices
Color
Decomposition
Feedback

Projectively invariant representations using implicit algebraic curves

Forsyth, D., Mundy, J. L., Zisserman, A. & Brown, C. M., Jan 1 1990, Computer Vision – ECCV 1990 - 1st European Conference on Computer Vision, Proceedings. Faugeras, O. (ed.). Springer-Verlag, p. 427-436 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 427 LNCS).

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

Algebraic curve
Polynomials
Curve
Invariant
Projection

Quick transitions using multi-way blends

Ikemoto, L., Arikan, O. & Forsyth, D. A., Dec 1 2006, ACM SIGGRAPH 2006: Sketches, SIGGRAPH '06. 1179888. (ACM SIGGRAPH 2006: Sketches, SIGGRAPH '06).

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

Quick transitions with cached multi-way blends

Ikemoto, L., Arikan, O. & Forsyth, D. A., Dec 1 2007, Proceedings - I3D 2007, ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games. p. 145-151 7 p. (Proceedings - I3D 2007, ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games).

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

Inverse kinematics
Testing
Processing
Costs

Recognising rotationally symmetric surfaces from their outlines

Forsyth, D. A., Mundy, J. L., Zisserman, A. & Rothwell, C. A., Jan 1 1992, Computer Vision - ECCV 1992 - 2nd European Conference on Computer Vision, Proceedings. Sandini, G. (ed.). Springer-Verlag, p. 639-647 9 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

Rotational symmetry
Curved Surface
Computer Vision
Open Problems
Camera

Recognizing algebraic surfaces from their outlines

Forsyth, D. A., Jan 1 1993, 1993 IEEE 4th International Conference on Computer Vision. Publ by IEEE, p. 476-480 5 p. (1993 IEEE 4th International Conference on Computer Vision).

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

Cameras
Geometry

Recovering free space of indoor scenes from a single image

Hedau, V., Hoiem, D. W. & Forsyth, D. A., Oct 1 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2807-2814 8 p. 6248005. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Detectors
Geometry
Point contacts

Recovering the spatial layout of cluttered rooms

Hedau, V., Hoiem, D. & Forsyth, D., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 1849-1856 8 p. 5459411. (Proceedings of the IEEE International Conference on Computer Vision).

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

Learning algorithms

Rendering synthetic objects into legacy photographs

Karsch, K., Hedau, V., Forsyth, D. & Hoiem, D., Dec 1 2011, Proceedings of the 2011 SIGGRAPH Asia Conference, SA'11. 157. (Proceedings of the 2011 SIGGRAPH Asia Conference, SA'11).

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

Lighting
Industry

Representations of 3D objects that incorporate surface markings

Forsyth, D. & Rothwell, C., Jan 1 1994, Applications of Invariance in Computer Vision - 2nd Joint European - US Workshop, Proceedings. Mundy, J. L., Zisserman, A. & Forsyth, D. (eds.). Springer-Verlag, p. 341-357 17 p. (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

Geometry
Geometric Representation
Graphical Representation
Rendering
Cones

Retexturing single views using texture and shading

White, R. & Forsyth, D., Jan 1 2006, Computer Vision - ECCV 2006, 9th European Conference on Computer Vision, Proceedings. Springer-Verlag, p. 70-81 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3954 LNCS).

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

Shading
Irradiance
Texture
Textures
Color

SafetyNet: Detecting and Rejecting Adversarial Examples Robustly

Lu, J., Issaranon, T. & Forsyth, D. A., Dec 22 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers Inc., p. 446-454 9 p. 8237318. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017-October).

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

Processing

Searching for character models

Edwards, J. & Forsyth, D., Dec 1 2005, Advances in Neural Information Processing Systems 18 - Proceedings of the 2005 Conference. p. 331-338 8 p. (Advances in Neural Information Processing Systems).

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

Transcription
Glossaries

Searching off-line arabic documents

Chan, J., Ziftci, C. & Forsyth, D. A., Dec 22 2006, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006. p. 1455-1462 8 p. 1640928. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2).

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

Transcription
Dynamic programming

Searching video for complex activities with finite state models

Ikizler, N. & Forsyth, D., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270193. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Query languages
Data acquisition

Seeing people in social context: Recognizing people and social relationships

Wang, G., Gallagher, A., Luo, J. & Forsyth, D., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 5 ed. Springer-Verlag, p. 169-182 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6315 LNCS, no. PART 5).

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

Labels
Experiments
Context
Relationships
Pairwise

Shape from texture without boundaries

Forsyth, D. A., Jan 1 2002, Computer Vision - ECCV 2002 - 7th European Conference on Computer Vision, Proceedings. Nielsen, M., Johansen, P., Heyden, A. & Sparr, G. (eds.). Springer-Verlag, p. 225-239 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2352).

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

Texture
Textures
A Posteriori Estimates
Surface Reconstruction
Surface reconstruction

Shape representations from shading primitives

Haddon, J. & Forsyth, D., Jan 1 1998, Computer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings. Neumann, B. & Burkhardt, H. (eds.). Springer-Verlag, p. 415-431 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1407).

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

Shape Representation
Shading
Testing Hypotheses
Testing
Bottom-up

Skeletal parameter estimation from optical motion capture data

Kirk, A. G., O'Brien, J. F. & Forsyth, D. A., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 782-788 7 p. 1467522. (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

Parameter estimation
Data acquisition
Animation
Feature extraction
Animals

Skeletal parameter estimation from optical motion capture data

Kirk, A. G., O'Brien, J. F. & Forsyth, D. A., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, 1 p. 1467584. (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

Edge detection
Parameter estimation
Data acquisition
Topology
Calibration

Sparse depth super resolution

Lu, J. & Forsyth, D., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 2245-2253 9 p. 7298837. (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

Image segmentation

Strike a pose: Tracking people by finding stylized poses

Ramanan, D., Forsyth, D. A. & Zisserman, A., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, p. 271-278 8 p. 1467278. (Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005; vol. I).

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

Detectors
Sports

Structural consistency and controllability for diverse colorization

Messaoud, S., Forsyth, D. & Schwing, A. G., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Weiss, Y., Ferrari, V. & Sminchisescu, C. (eds.). Springer-Verlag Berlin Heidelberg, p. 603-619 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11210 LNCS).

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

Religious buildings
Controllability
User interfaces
Marketing
Pixels

The benefits and challenges of collecting richer object annotations

Endres, I., Farhadi, A., Hoiem, D. & Forsyth, D. A., Sep 17 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010. p. 1-8 8 p. 5543183. (2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops, CVPRW 2010).

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

Object recognition
Detectors

The static multimodal dyadic behavior dataset for engagement prediction

Tsatsoulis, P. D., Kordas, P., Marshall, M., Forsyth, D. A. & Rozga, A., Jan 1 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer-Verlag, p. 386-399 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

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

Prediction
Communication
Computer vision
Predict
Social Behavior

Thinking inside the box: Using appearance models and context based on room geometry

Hedau, V., Hoiem, D. & Forsyth, D., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 6 ed. Springer-Verlag, p. 224-237 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6316 LNCS, no. PART 6).

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

Detector
Detectors
Geometry
Model
Layout

Towards auto-documentary: Tracking the evolution of news stories

Duygulu, P., Pan, J. Y. & Forsyth, D. A., Dec 1 2004, ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia. p. 820-827 8 p. (ACM Multimedia 2004 - proceedings of the 12th ACM International Conference on Multimedia).

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

Experiments

Tracking people and recognizing their activities

Ramanan, D., Forsyth, D. & Zisserman, A., Jan 1 2005, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005. IEEE Computer Society, 1 p. 1467593. (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

Mathematical models

Transfer learning in sign language

Farhadi, A., Forsyth, D. & White, R., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270344. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Unlabeled data improves word prediction

Loeff, N., Farhadi, A., Endres, I. & Forsyth, D. A., Dec 1 2009, 2009 IEEE 12th International Conference on Computer Vision, ICCV 2009. p. 956-962 7 p. 5459347. (Proceedings of the IEEE International Conference on Computer Vision).

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

Labeling
Labels

Unsupervised segmentation of objects using efficient learning

Arora, H., Loeff, N., Forsyth, D. A. & Ahuja, N., Oct 11 2007, 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR'07. 4270036. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Using global consistency to recognise euclidean objects with an uncalibrated camera

Forsyth, D. A., Mundy, J. L., Zisserman, A. & Rothwell, C. A., Jan 1 1994, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Publ by IEEE, p. 502-507 6 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Cameras
Imaging techniques
Geometry

Utility data annotation with Amazon Mechanical Turk

Sorokin, A. & Forsyth, D. A., Sep 24 2008, 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops. 4562953. (2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops).

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

Visual analogies: A framework for defining aspect categorization

Tsatsoulis, P. D., Plummer, B. A. & Forsyth, D., Jan 1 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer-Verlag, p. 540-547 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9915 LNCS).

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

Categorization
Analogy
Word problem
Choose
Equivalence

Who's in the picture?

Berg, T. L., Berg, A. C., Edwards, J. & Forsyth, D. A., Jan 1 2005, Advances in Neural Information Processing Systems 17 - Proceedings of the 2004 Conference, NIPS 2004. Neural information processing systems foundation, (Advances in Neural Information Processing Systems).

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

Labeling
Detectors