David Alexander Forsyth

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Research Output

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Conference contribution
2020

Improving style transfer with calibrated metrics

Yeh, M. C., Tang, S., Bhattad, A., Zou, C. & Forsyth, D., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 3149-3157 9 p. 9093351. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).

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

2019

Counterfactual depth from a single RGB image

Issaranon, T., Zou, C. & Forsyth, D., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 2129-2138 10 p. 9022281. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

Fast, diverse and accurate image captioning guided by part-of-speech

Deshpande, A., Aneja, J., Wang, L., Schwing, A. G. & Forsyth, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10687-10696 10 p. 8953300. (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

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

2018

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

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

2017

Learning diverse image colorization

Deshpande, A., Lu, J., Yeh, M. C., Chong, M. J. & Forsyth, D., 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

SafetyNet: Detecting and Rejecting Adversarial Examples Robustly

Lu, J., Issaranon, T. & Forsyth, D., 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

2016

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

The static multimodal dyadic behavior dataset for engagement prediction

Tsatsoulis, P. D., Kordas, P., Marshall, M., Forsyth, D. & Rozga, A., Jan 1 2016, Computer Vision – ECCV 2016 Workshops, Proceedings. Hua, G. & Jegou, H. (eds.). Springer-Verlag Berlin Heidelberg, 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

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

2015

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

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

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

Learning large-scale automatic image colorization

Deshpande, A., Rock, J. & Forsyth, D., 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

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

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

2014

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

Blind recovery of spatially varying reflectance from a single image

Karsch, K. & Forsyth, D., 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

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

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

2012

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

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

Building a dictionary of image fragments

Liao, Z., Farhadi, A., Wang, Y., Endres, I. & Forsyth, D., 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

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

2011

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

2010

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

Every picture tells a story: Generating sentences from images

Farhadi, A., Hejrati, M., Sadeghi, M. A., Young, P., Rashtchian, C., Hockenmaier, J. & Forsyth, D., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 ed. Springer-Verlag Berlin Heidelberg, 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

Improved human parsing with a full relational model

Tran, D. & Forsyth, D., Jan 1 2010, Computer Vision, ECCV 2010 - 11th European Conference on Computer Vision, Proceedings. PART 4 ed. Springer-Verlag, 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

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

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

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

2009

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

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

Building text features for object image classification

Wang, G., Hoiem, D. & Forsyth, D., 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

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

Describing objects by their attributes

Farhadi, A., Endres, I., Hoiem, D. & Forsyth, D., 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

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

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

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

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

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

2008

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

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

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

2007

Quick transitions with cached multi-way blends

Ikemoto, L., Arikan, O. & Forsyth, D., 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

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

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

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

2006

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