David Alexander Forsyth

1969 …2019
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Research Output 1969 2019

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
2018

Learning Type-Aware Embeddings for Fashion Compatibility

Vasileva, M. I., Plummer, B. A., Dusad, K., Rajpal, S., Kumar, R. & Forsyth, D. A., Jan 1 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). Springer-Verlag, 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

Message from the general and program chairs

Forsyth, D. A., Laptev, I., Oliva, A., Ramanan, D., Brown, M. S., Morse, B. & Peleg, S., Dec 13 2018, In : IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. 2018-June, p. xxxviii-xxxix 8575506.

Research output: Contribution to journalEditorial

Message from the General and Program Chairs

Forsyth, D. A., Laptev, I., Oliva, A., Ramanan, D., Brown, M. S., Morse, B. & Peleg, S., Dec 14 2018, In : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. cxviii-cxix 8578103.

Research output: Contribution to journalEditorial

Structural consistency and controllability for diverse colorization

Messaoud, S., Forsyth, D. A. & 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, 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
2017

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

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

State of the Journal

Forsyth, D. A., Jan 1 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 1, p. 1-2 2 p., 7765164.

Research output: Contribution to journalEditorial

2016

Learning to localize little landmarks

Singh, S., Hoiem, D. W. & Forsyth, D. A., 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

State of the Journal

Forsyth, D. A., Feb 1 2016, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 38, 2, p. 209-210 2 p., 7374795.

Research output: Contribution to journalEditorial

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

Technical perspective: Taming the name game

Forsyth, D. A., Feb 25 2016, In : Communications of the ACM. 59, 3, 1 p.

Research output: Contribution to journalComment/debate

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

Visual analogies: A framework for defining aspect categorization

Tsatsoulis, P. D., Plummer, B. A. & Forsyth, D. A., 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
2015

An approximate shading model for object relighting

Liao, Z., Karsch, K. & Forsyth, D. A., 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

Easy minimax estimation with random forests for human pose estimation

Daphne Tsatsoulis, P. & Forsyth, D. A., 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

Learning a sequential search for landmarks

Singh, S., Hoiem, D. W. & Forsyth, D. A., 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 large-scale automatic image colorization

Deshpande, A., Rock, J. & Forsyth, D. A., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 567-575 9 p. 7410429. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015 International Conference on Computer Vision, ICCV 2015).

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

Color
Experiments

Projectibles: Optimizing surface color for projection

Jones, B. R., Sodhi, R., Budhiraja, P., Karsch, K., Bailey, B. P. & Forsyth, D. A., 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

Representation learning

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

Research output: Contribution to specialist publicationArticle

Sparse depth super resolution

Lu, J. & Forsyth, D. A., 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

State of the journal

Forsyth, D. A., Jan 1 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 1, p. 1 1 p., 6978085.

Research output: Contribution to journalEditorial

2014

30Hz object detection with DPM V5

Sadeghi, M. A. & Forsyth, D. A., 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

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

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
Managers
Visualization
Semantics

Editorial: State of the journal

Forsyth, D. A., Jan 1 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 1, 1 p., 6674936.

Research output: Contribution to journalEditorial

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

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

Recognizing people in social context

Wang, G., Gallagher, A., Luo, J. & Forsyth, D. A., Mar 1 2014, Human-Centered Social Media Analytics. Springer International Publishing, Vol. 9783319054919. p. 117-131 15 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Labels
Experiments

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

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

Editor's note

Forsyth, D. A., Jan 1 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 1, p. 3-4 2 p., 6353861.

Research output: Contribution to journalEditorial

Editor's note

Forsyth, D. A., Jan 1 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 6, p. 1281-1283 3 p.

Research output: Contribution to journalEditorial

Editor's note [new Editorial Board members announced]

Forsyth, D. A., 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 2, p. 257-258 2 p., 6384526.

Research output: Contribution to journalEditorial

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

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

Large multi-class image categorization with ensembles of label trees

Wang, Y. & Forsyth, D. A., 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

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

TPAMI CVPR special section

Felzenszwalb, P. F., Forsyth, D. A., Fua, P. & Boult, T. E., Nov 22 2013, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 12, p. 2819-2820 2 p., 6648597.

Research output: Contribution to journalEditorial

Understanding pictures of rooms

Forsyth, D. A., Apr 2013, In : Communications of the ACM. 56, 4, p. 91 1 p.

Research output: Contribution to journalComment/debate

2012

Around device interaction for multiscale navigation

Jones, B., Sodhi, R., Forsyth, D. A., 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

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

Attribute discovery via predictable discriminative binary codes

Rastegari, M., Farhadi, A. & Forsyth, D. A., 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

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

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

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