Publications
This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted or reproduced in any way, in whole or in part, without the explicit permission of the copyright holder.
2023
- N. Dvornik, I. Hadji, R. Zhang, K. G. Derpanis, R. P. Wildes and A. D. Jepson, StepFormer: Self-supervised step discovery and localization in instructional videos, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
- R. Karim, H. Zhao, R. P. Wildes and M. Siam, MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
- R. Karim and R. P. Wildes, Understanding video transformers for segmentation: A survey of application and interpretability, arXiv e-print arXiv:2310.112296v1, 2023.
2022
- P. Abdedi Khohoozani, V. Bharmauria, A. Schutz, R. P. Wildes and J. D. Crawford, Integration of allocentric and egocentric visual information in a convolutional/multilayer perceptron network model of goal-directed gaze shifts, Cerebral Cortex Communications, 3 (3), 2022.
- F. Ilic, T. Pock and R. P. Wildes, Is appearance free action recognition possible?, Proceedings of the European Conference on Computer Vision (ECCV), 2022.
- M. Kowal, M. Siam, Md A. Islam, N. D. B. Bruce, R. P. Wildes and K. G. Derpanis, A deeper dive into what deep spatiotemporal networks encode: Quantifying static vs. dynamic information, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
- H. Zhao, I. Hadji, N. Dvornik, K. G. Derpanis, R. P. Wildes and A. D. Jepson, P3IV: Probabilistic procedure planning from instructional videos with weak supervision, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
- D. Wu, H. Zhao, X. Bao and R. P. Wildes, Sports video analysis on large-scale data, Proceedings of the European Conference on Computer Vision (ECCV), 2022.
2021
- S. M. Kang and R. P. Wildes, Detecting biological locomotion in video: A computational approach, arXiv e-print: arXiv:2015.12661v1, 2021.
- H. Zhao and R. P. Wildes, Review of video predictive understanding: Early action recognition and future action prediction, arXiv e-print: arXiv:2017.05140v1, 2021.
- H. Zhao and R. P. Wildes, Interpretable deep feature propagation for early action recognition, arXiv e-print arXiv:2107.05122, 2021.
- H. Zhao and R. P. Wildes, Where are you heading? Dynamic trajectory prediction with expert goal examples, Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2021.
2020
- I. Hadji and R. P. Wildes, Why convolutional networks learn oriented bandpass filters: Theory and empirical support, arXiv e-print arXiv:2011.14665v1, 2020.
- W. Su, G. Cheung, R. P. Wildes and C.-W. Lin, Graph neural net using analytical graph filters and topology optimization for image denoising, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.
- H. Zhao and R. P. Wildes, On diverse asynchronous activity anticipation, Proceedings of the European Conference on Computer Vision (ECCV), 2020.
2019
2018
- C. Feichtenhofer, A. Pinz, R. P. Wildes and A. Zisserman, What have we learned from deep representations for action recognition?, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
- I. Hadji and R. P. Wildes, A new large scale dynamic texture dataset with application to convnet understanding, Proceedings of the European Conference on Computer Vision (ECCV), 2018.
- I. Hadji and R. P. Wildes, What do we understand about convolutional networks?, arXiv e-print arXiv:1803:08834v1, 2018.
- A. D. Speers, B. Ma, W. R. Jarnagin, S. Himidan, A. L. Simpson and R. P. Wildes, Fast and accurate vision-based stereo reconstruction and motion estimation for image-guided liver surgery, Workshop on Augmented Environment Computer Assistend Interventions (AE-CAI) in conjunction with the Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), published in Health Care Technology Letters, 2018.
2017
- I. Hadji and R. P. Wildes, A spatiotemporal oriented energy network for dynamic texture recognition, Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2017.
- C. Feichtenhofer, A. Pinz and R. P. Wildes, Spatiotemporal multiplier networks for video action recognition, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
- C. Feichtenhofer, A. Pinz and R. P. Wildes, Temporal residual networks for dynamic scene recognition, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.
2016
- C. Feichtenhofer, A. Pinz and R. P. Wildes, Dynamic scene recognition with complementary spatiotemporal features, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 38 (12), 2389-2401, 2016.
- C. Feichtenhofer, A. Pinz and R. P. Wildes, Spatiotemporal residual networks for video action recognition, Proceedings of the Conference on Neural Information Processing Systems (NIPS), 2016.
- H. Gao and R. P. Wildes, Background Image Modelling for Change Detection, York University Technical Report EECS-2016-01, January 7, 2016.
- S. M. Kang and R. P. Wildes, Review of action recognition and detection methods, arXiv e-print arXiv:1610.06906, 2016
2015
2014
- K. Cannons and R.P. Wildes, The applicability of spatiotemporal oriented energy features to region tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 36 (4), 784-796, 2014.
- C. Feichtenhofer, A. Pinz and R.P. Wildes, Bags of spacetime energies for dynamic scene recognition, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014.
- M. Sizintsev and R.P. Wildes, Spacetime stereo and 3D scene flow via binocular spatiotemporal orientation analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 36 (11), 2241-2254, 2014.
- S. Vosoughi, E. Ameli and R. P. Wildes, Evaluation of Computer Vision Stereo Algorithms for Surgical Applications, York University Technical Report EECS-2014-01, February 10, 2014.
2013
- K.G. Derpanis, M. Sizintsev, K. Cannons and R.P. Wildes, Action spotting and recognition based on a spatiotemporal orientation analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 35, 2013.
- K. Cannons and R. P. Wildes, A Unifying Theoretical Framework for Region Tracking, York University Technical Report CSE-2013-04, February 8, 2013.
- C. Feichtenhofer. A. Pinz and R. P. Wildes, Spacetime forests with complementary features for dynamic scene recognition, In Proceedings of the British Machine Vision Conference (BMVC), 2013.
- M. Sizintsev and R. P. Wildes, Stereoscopic Datasets and Algorithm Evaluation for Driving Scenarios, York University Technical Report CSE-2013-06, June 10, 2013.
- H. Zhong and R. P. Wildes, Egomotion estimation using binocular spatiotemporal oriented energy, In Proceedings of the British Machine Vision Conference (BMVC), 2013.
2012
- K.G. Derpanis, M. Lecce, K. Daniilidis and R.P. Wildes, Dynamic Scene Understanding: The Role of Orientation Features in Space and Time in Scene Classification, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012.
- K.G. Derpanis and R.P. Wildes, Spacetime texture representation and recognition based on a spatiotemporal orientation analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 34 (6), 1193-1205, 2012.
- M. Sizintsev and R.P. Wildes, Spatiotemporal Stereo and Scene Flow via Stequel Matching, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI) 34 (6), 1206-1219, 2012.
- A. Zaharescu and R. P. Wildes, Spatiotemporal Salience via Centre-Surround Comparison of Visual Spacetime Orientations, In Proceedings of the Asian Conference on Computer Vision (ACCV), 2012.
2011
2010
- K. Cannons, J.M. Gryn and R.P. Wildes, Visual Tracking using a Pixelwise Spatiotemporal Oriented Energy Representation, In Proceedings of the European Conference on Computer Vision (ECCV), 2010, pp. 511-524.
- K.G. Derpanis and R.P. Wildes, Dynamic Texture Recognition based on Distributions of Spacetime Oriented Structure, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
- K.G. Derpanis, M. Sizintsev, K. Cannons, and R.P. Wildes, Efficient Action Spotting based on a Spacetime Oriented Structure Representation, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010.
- K.G. Derpanis and R.P. Wildes, The Structure of Multiplicative Motions in Natural Imagery, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 32(7), pp. 1310-1316, 2010.
- M. Sizintsev and R. Wildes, Coarse-to-fine stereo vision with accurate 3D boundaries, Image and Vision Computing (IVC), 28, pp. 352-366, 2010.
- A. Zaharescu and R.P. Wildes, Anomalous Behaviour Detection using Spatiotemporal Oriented Energies, Subset Inclusion Histogram Comparison and Event-Driven Processing, European Conference on Computer Vision (ECCV), 2010, pp. 563-576.
- V. Zholudev and R. P. Wildes, Video-to-reference image indexing. In K. Niall (Ed.) Vision and Displays for Military and Security Applications, Springer: New York, 2010.
2009
- K.G. Derpanis and R.P. Wildes, Detecting Spatiotemporal Structure Boundaries: Beyond Motion Discontinuities, In Proceedings of the Asian Conference on Computer Vision (ACCV), 2009.
- K.G. Derpanis and R.P. Wildes, Early spatiotemporal grouping with a distributed oriented energy representation, In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.
- J.M. Gryn, R.P. Wildes and J.K. Tsotsos, Detecting Motion Patterns via Direction Maps with Application to Surveillance, Computer Vision and Image Understanding (CVIU), 113(2), pp. 291-307, 2009
- M. Sizintsev, A Review of Stereo and Motion Integration: Stereomotion, York University Technical Report CSE-2009-06, October 26, 2009
- M. Sizintsev and R. Wildes, Spatiotemporal stereo via spatiotemporal quadric element (stequel) matching. In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2009.
2008
- K. Cannons, A Review of Visual Tracking, York University Technical Report CSE-2008-07, September 16, 2008
- K.G. Derpanis, R.P. Wildes and J.K. Tsotsos, Definition and Recovery of Kinematic Features for Recognition of American Sign Language Movements, Image and Vision Computing (IVC), 26 (12), pp. 1650-1662
- M. Sizintsev, Hierarchical stereo with thin structures and transparency, In Proceedings of the Fifth Canadian Conference on Computer and Robot Vision (CRV'08), pp. 97-104, 2008
- M. Sizintsev, K.G. Derpanis and A. Hogue, Histogram-Based Search: A Comparative Study, In Proceedings of the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2008
- M. Sizintsev and R.P. Wildes, Spatiotemporal Stereo via Spatiotemporal Quadric Element (Stequel) Matching, York University Technical Report CSE2008-04, July 11, 2008.
2007
- K. Cannons and R.P. Wildes, Spatiotemporal Oriented Energy Features for Visual Tracking, ACCV 2007, pp532-543
- K. Cannons and R.P. Wildes, Spatiotemporal Oriented Energy Features for Visual Tracking York University Technical Report CSE2007-02, May 22, 2007
- K.G. Derpanis, E.T.H. Leung and M. Sizintsev, Fast Scale-Space Feature Representations by Generalized Integral Images York University Technical Report CSE2007-01, January 18, 2007
- K.G. Derpanis, E.T.H. Leung and M. Sizintsev, Fast Scale-Space Feature Representations by Generalized Integral Images, In Proceedings of the IEEE International Conference on Image Processing, Vol. 4, pp.521-524, 2007.
- S. Se, P. Jasiobedzki and R. Wildes, Stereo-Vision Based 3D Modeling of Space Structures, In Proceedings of SPIE Vol. 6555: Sensors and Systems for Space Applications Orlando, Florida, April 2007
- M. Sizintsev and R. P. Wildes, Computational analysis of binocular half-occlusions. In L. Harris and M. Jenkin (Eds.) Computational Vision in Neural and Machine Systems, Cambrdige University Press: Cambridge, UK, 2007. (See earlier.)
2006
- K.G. Derpanis, Characterizing Image Motion York University Technical Report CSE-2006-06, June 12, 2006
- M. Sizintsev and R.P. Wildes, Coarse-to-Fine Stereo Vision with Accurate 3-D Boundaries York University Technical Report CS-2006-07, June 28, 2006
- M. Sizintsev and R.P. Wildes, Efficient stereo with accurate 3-D boundaries. In Proceedings of the British Machine Vision Conference (BMVC), pp. 237-246, 2006.
- V. Zholudev and R.P. Wildes, Toward Video to Geospatial Reference Image Indexing, York University Technical Report CS-2006-03, May 15, 2006
2005
- K.G. Derpanis and J.M. Gryn, Three-Dimensional nth Derivative of Gaussian Separable Steerable Filters, ICIP 2005, vol III, pp553-556.
- M. Enzweiler, R.P. Wildes and R. Herpers, Unified Target Detection and Tracking Using Motion Coherence, In Proceedings of the IEEE Workshop on Motion and Video Computing, 2005, pp66-71
- J.M. Gryn, R.P. Wildes and J.K. Tsotsos, Detecting Motion Patterns via Direction Maps with Application to Surveillance, IEEE Workshop on Applications of Computer Vision (WACV), 2005, pp202-209
- J.C. Martinez-Trujillo, J.K. Tsotsos, E. Simine, M. Pomplun, R.P. Wildes, S. Treue, H.J. Heinze and J.M. Hopf, Selectivity for speed gradients in human area {MT/V5}, Neuroreport 16 (5), 435-438, 2005.
- M. Sizintsev and R. P. Wildes, Computational Analysis of Binocular Half-Occlusions, York University Technical Report CS-2005-12, September 15, 2005
- L. Wilcox, R. Wildes, D. Lakra and R. Spengler, The contribution of binocular and monocular texture elements to depth ordering. Presentation by L. Wilcox at Vision Sciences Society, 2005.
- R.P. Wildes, Iris Recognition, In J. Wayman, A. Jain, D. Maltoni and D. Maio (Eds.), Biometric Authentication: Technologies, Systems, Evaluations and Legal Issues, London: Springer, 2005.
2004
- Derpanis, K.G. and Gryn, J.M., Three-Dimensional nth Derivative of Gaussian Separable Steerable Filters, York University Technical Report CS-2004-05, November 22, 2004
- Derpanis, K.G., R.P. Wildes and J.K. Tsotsos, Hand Gesture Recognition within a Linguistics-Based Framework, European Conference on Computer Vision (ECCV), 2004 pp 282-296
- Derpanis, K.G., R.P. Wildes and J.K. Tsotsos, Vision-Based Gesture Recognition within a Linguistics-Based Framework, York University Technical Report CS-2004-02, July 12, 2004
- G. Egnal, M. Mintz and R.P. Wildes, A stereo confidence metric using single view imagery with comparison to five alternative approaches. Image and Vision Computing 22, 943-957, 2004.
- J.M. Gryn, Automated Surveillance Using Local Dominant Direction Templates, MSc Thesis, York University, May 2004 (Due to a bug in the Acrobat Web plugin where some figures do not load, please right click and "Save Target As," then open it locally)
- J.C. Martinez-Trujillo, J. Hopf, S. Treue, R.P. Wildes, E. Simine, H. Heinze and J.K. Tsotsos, A human cortical specialization for the processing of velocity gradients in moving stimuli, Presentation by J. Martinez-Trujillo at Vision Sciences Society, 2004
2003
- K.G. Derpanis, R.P. Wildes and J.K. Tsotsos, Vision-Based Gesture Recognition within a Linguistics-Based Framework, MSc Thesis, York University, 2003
- L. Wilcox, R.P. Wildes, L. Deepak, Depth ordering in natural stereoscopic images: The role of monocular occlusion, Poster presented by L. Wilcox at Vision Sciences Society, 2003.
2002
Personal Publication Lists
|
