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• Conference contribution

  Online learning with kernels: Overcoming the growing sum problem

  Singh, A., Ahuja, N. & Moulin, P., Dec 12 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing - Proceedings of MLSP 2012. 6349811. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Computational complexity
  • Signal processing

• On stochastic gradient descent and quadratic mutual information for image registration

  Singh, A. & Ahuja, N., Dec 1 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 1326-1330 5 p. 6738273. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image registration
  • Cost functions
  • Pixels

• On the equivalence of moving entrance pupil and radial distortion for camera calibration

  Kumar, A. & Ahuja, N., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 2345-2353 9 p. 7410627. (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 proceeding › Conference contribution

  • Calibration
  • Cameras
  • Pixels
  • Lenses
  • Camera lenses

• On the essence of unsupervised detection of anomalous motion in surveillance videos

  Abuolaim, A. A., Leow, W. K., Varadarajan, J. & Ahuja, N., Jan 1 2017, Computer Analysis of Images and Patterns - 17th International Conference, CAIP 2017, Proceedings. Heyden, A., Felsberg, M. & Kruger, N. (eds.). Springer-Verlag, p. 160-171 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10424 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Video Surveillance
  • Anomalous
  • Anomaly detection
  • Motion
  • Anomaly Detection

• Partial occlusion handling for visual tracking via robust part matching

  Zhang, T., Jia, K., Xu, C., Ma, Y. & Ahuja, N., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 1258-1265 8 p. 6909560. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• QL-Net: Quantized-by-LookUp CNN

  Abdiyeva, K., Yap, K. H., Gang, W., Ahuja, N. & Lukac, M., Dec 18 2018, 2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018. Institute of Electrical and Electronics Engineers Inc., p. 413-418 6 p. 8581119. (2018 15th International Conference on Control, Automation, Robotics and Vision, ICARCV 2018).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Accumulate
  • Neural Networks
  • Codebook
  • Multiplication
  • Hardware

• Robust multi-object tracking via cross-domain contextual information for sports video analysis

  Zhang, T., Ghanem, B. & Ahuja, N., Oct 23 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 985-988 4 p. 6288050. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Sports
  • Trajectories
  • Cameras
  • Image resolution
  • Lighting

• Robust orthonormal subspace learning: Efficient recovery of corrupted low-rank matrices

  Shu, X., Porikli, F. & Ahuja, N., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 3874-3881 8 p. 6909890. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Recovery
  • Computer vision
  • Sampling
  • Experiments

• Robust visual tracking using oblique random forests

  Zhang, L., Varadarajan, J., Suganthan, P. N., Ahuja, N. & Moulin, P., Nov 6 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 5825-5834 10 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Deep neural networks
  • Image classification
  • Object detection
  • Decision trees

• Robust visual tracking via multi-task sparse learning

  Zhang, T., Ghanem, B., Liu, S. & Ahuja, N., 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012. p. 2042-2049 8 p. 6247908. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Gradient methods
  • Glossaries
  • Lighting
  • Computational complexity

• Rotation-invariant texture recognition by rotation compensation and wavelet analysis

  Yang, H. & Ahuja, N., Dec 1 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 3785-3789 5 p. 6738780. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Wavelet analysis
  • Textures
  • Compensation and Redress
  • Wavelet transforms
  • Experiments

• Saliency detection via divergence analysis: A unified perspective

  Huang, J. B. & Ahuja, N., Dec 1 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 2748-2751 4 p. 6460734. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Experiments

• Single image super-resolution from transformed self-exemplars

  Huang, J. B., Singh, A. & Ahuja, N., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 5197-5206 10 p. 7299156. (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 proceeding › Conference contribution

  • Glossaries
  • Geometry

• Single image super-resolution using adaptive domain transformation

  Singh, A. & Ahuja, N., Dec 1 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. p. 947-951 5 p. 6738196. (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Pixels
  • Image resolution
  • Interpolation

• Structural Sparse Tracking

  Zhang, T., Liu, S., Xu, C., Yan, S., Ghanem, B., Ahuja, N. & Yang, M. H., Oct 14 2015, IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2015. IEEE Computer Society, p. 150-158 9 p. 7298610. (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 proceeding › Conference contribution

• Sub-band energy constraints for self-similarity based super-resolution

  Singh, A. & Ahuja, N., Dec 4 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 4447-4452 6 p. 6977474. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Band structure
  • Textures
  • Glossaries
  • Optical resolving power
  • Image resolution

• Super-resolution using sub-band self-similarity

  Singh, A. & Ahuja, N., 2015, Computer Vision - ACCV 2014 - 12th Asian Conference on Computer Vision, Revised Selected Papers. Yang, M-H., Saito, H., Cremers, D. & Reid, I. (eds.). Springer-Verlag Berlin Heidelberg, p. 552-568 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9004).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Super-resolution
  • Self-similarity
  • Glossaries
  • Patch
  • Image resolution

• Super-resolving noisy images

  Singh, A., Porikli, F. & Ahuja, N., Sep 24 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 2846-2853 8 p. 6909760. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Image resolution
  • Textures
  • Pipelines
  • Recovery

• Towards accurate and robust cross-ratio based gaze trackers through learning from simulation

  Huang, J. B., Cai, Q., Liu, Z., Ahuja, N. & Zhang, Z., 2014, Proceedings of the Symposium on Eye Tracking Research and Applications, ETRA 2014. Association for Computing Machinery, p. 75-82 8 p. (Eye Tracking Research and Applications Symposium (ETRA)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Calibration
  • Learning
  • Invariance
  • Ocular Fixation
  • Head Movements

• Tracking persons-of-interest via adaptive discriminative features

  Zhang, S., Gong, Y., Huang, J. B., Lim, J., Wang, J., Ahuja, N. & Yang, M. H., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Matas, J., Welling, M., Leibe, B. & Sebe, N. (eds.). Springer-Verlag Berlin Heidelberg, p. 415-433 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9909 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Person
  • Face
  • Neural networks
  • Neural Networks
  • Face Tracking

• Trajectory-based Fisher kernel representation for action recognition in videos

  Atmosukarto, I., Ghanem, B. & Ahuja, N., Dec 1 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 3333-3336 4 p. 6460878. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Trajectories
  • Computer vision
  • Classifiers
  • Experiments

• Transformation guided image completion

  Huang, J. B., Kopf, J., Ahuja, N. & Kang, S. B., Aug 8 2013, 2013 IEEE International Conference on Computational Photography, ICCP 2013. 6528313. (2013 IEEE International Conference on Computational Photography, ICCP 2013).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Color matching
  • Specifications
  • Costs

• Uncovering interactions and interactors: Joint estimation of head, body orientation and f-formations from surveillance videos

  Ricci, E., Varadarajan, J., Subramanian, R., Bulo, S. R., Ahuja, N. & Lanz, O., Feb 17 2015, 2015 International Conference on Computer Vision, ICCV 2015. Institute of Electrical and Electronics Engineers Inc., p. 4660-4668 9 p. 7410886. (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 proceeding › Conference contribution

  • Cameras
  • Experiments

• Unsupervised visual representation learning by graph-based consistent constraints

  Li, D., Hung, W. C., Huang, J. B., Wang, S., Ahuja, N. & Yang, M. H., Jan 1 2016, Computer Vision - 14th European Conference, ECCV 2016, Proceedings. Sebe, N., Leibe, B., Welling, M. & Matas, J. (eds.). Springer-Verlag Berlin Heidelberg, p. 678-694 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9908 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Vision
  • Learning
  • Mining
  • Volatile organic compounds
  • Image classification
• Editorial

  Message from the general co-chairs

  Ahuja, N. & Bora, P. K., Dec 18 2016, In: ACM International Conference Proceeding Series.

  Research output: Contribution to journal › Editorial › peer-review
• Paper

  A topic model approach to represent and classify american football plays

  Varadarajan, J., Atmosukarto, I., Ahuja, S., Ghanem, B. & Ahuja, N., Jan 1 2013.

  Research output: Contribution to conference › Paper › peer-review

  • Trajectories
  • Large dataset
  • Planning