Multi-Directional Subspace Editing in Style-Space
Chen Naveh and Yacov Hel-Or
arxiv 2211.11825
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DDNeRF: Depth Distribution Neural Radiance Fields
David Dadon, Ohad Fried, and Yacov Hel-Or
IEEE Winter Conference on Applications of Computer Vision (WACV), Jan 2023
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DeepShadow: Neural Shape from Shadow
Asaf Karnieli, Ohad Fried, and Yacov Hel-Or
The European Conference on Computer Vision (ECCV), Octobar 2022
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HybridMuse: A hybrid convolutional-recurrent neural network-based model for identification of mouse ultrasonic vocalizations
Y. Goussha, K. Bar, S. Netser, L. Cohen, Y. Hel-Or and S. Wagner
Frontiers In Behavioral Neuroscience, January 2022.
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Pairwise Margin Maximization for Deep Neural Networks
B. Weinstein, S. Fine, and Y. Hel-Or
IEEE International Conference on Machine Learning and Applications (ICMLA) 2021.
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Autoencoder Image Interpolation by Shaping the Latent Space
A. Oring, Z. Yakhini, and Y. Hel-Or
International Conference on Machine Learning (ICML) 2021
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The Role of Redundant Bases and Shrinkage Functions in Image Denoising
Y. Hel-Or and G. Ben-Artzi
IEEE Transactions on Image Processing, vol. 30, March 2021.
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Margin-Based Regularization and Selective Sampling in Deep Neural Networks
B Weinstein, S Fine, and Y Hel-Or
arXiv preprint arXiv:2009.06011, Sept. 2020.
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Proximity Preserving Binary Code using Signed Graph-Cut
I. Lavi, S. Avidan, Y. Singer, and Y. Hel-Or
AAAI Conference on Artificial Intelligence , Feb. 2020.
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Encoding Short Ranges in TCAM Without Expansion: Efficient Algorithm and Applications
A. Bremler-Barr, Y. Harchol, D. Hay, and Y. Hel-Or
IEEE/ACM Transactions on Networking, Jan 2018.
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Depth-Stretch: Enhancing depth perception without depth
H. Hel-Or, Y. Hel-Or, and R. Keshet
2nd NTIRE2017: New Trends in Image Restoration and Enhancement, workshop in The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017.
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Thought-Controlled Nanoscale Robots in a Living Host
Shachar Arnon, Nir Dahan, Amir Koren, Oz Radiano, Matan Ronen, Tal Yannay, Jonathan Giron, Lee Ben-Ami, Yaniv Amir, Yacov Hel-Or, Doron Friedman and Ido
Bachelet
PLOS ONE, 11(8), August 2016
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Media Coverage
Encoding Short Ranges in TCAM Without Expansion: Efficient Algorithm and Applications
Anat Bremler-Barr, Yotam Harchol, David Hay, Yacov Hel-Or
The ACM 28th Symposium on Parallelism in Algorithms and Architectures (SPAA), July, 2016.
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Linear-Time Subspace Clustering via Bipartite Graph Modeling
A. Adler, M. Elad, and Y. Hel-Or
The IEEE Trans. on Neural Networks and Learning Systems, Vol. 26, No. 10, October 2015
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Ultra-Fast Similarity Search Using Ternary Content Addressable Memory
A. Bremler-Barr, D. Hai, Y. Harchol, and Y. Hel-Or
The 11'th International Workshop on Data Management and New Hardware, June 2015.
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Sparse Coding with Anomaly Detection
Amir Adler, Michael Elad, Yacov Hel-Or, and Ehud Rivlin
Journal of Signal Processing Systems, Springer, Vol. 79, Issue 2, pp 179-188, May 2015.
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Matching by Tone Mapping: Photometric Invariant Template Matching
Y. Hel-Or, H. Hel-Or, and E. David
The IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 36 (2), pp. 317-330, Feb 2014.
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Technical-Report (extended version),
Matlab code
Sparse Coding with Anomaly Detection
Amir Adler, Michael Elad, Yacov Hel-Or, and Ehud Rivlin
2013 IEEE International Workshop on Machine Learning for Signal Processing, Sept. 2013
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Metric Plane Rectification using Symmetric Vanishing Points
M. Lefler, H. Hel-Or, and Y. Hel-Or
The IEEE International Conference on Image Processing (ICIP), Sept. 2013.
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Multiple Histogram Matching
D. Shapira, S. Avidan, and Y. Hel-Or
The IEEE International Conference on Image Processing (ICIP), Sept. 2013.
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The Generalized Laplacian Distance and its Applications for Visual Matching
E. Elboher, M. Werman, and Y. Hel-Or
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Portland, Oregon, June 2013.
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Probabilistic Subspace Clustering via Sparse Representations
A. Adler, M. Elad, and Y. Hel-Or
IEEE Signal Processing Letters, Vol. 20 (1), pp. 63-66, Jan. 2013.
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Foreground Detection Using Spatiotemporal Projection Kernels
Y. Moshe, H. Hel-Or, and Y. Hel-Or
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Rhode Island, June 2012.
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Robust Estimation of Surface Properties and Interpolation of Shadow/Specularity Components
M.S. Drew, Y. Hel-Or, T. Malzbender, and N. Hajari
Image and Vision Computing, Vol. 30, No. 4-5, May 2012.
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Moving Shadow Detection by Nonlinear Tone-Mapping
E. Bullkich, I. Ilan, Y. Moshe, Y. Hel-Or, and H. Hel-Or
The 19th International Conference on Systems, Signals and Image Processing (IWSSIP), Vienna, April 2012.
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Fast Template Matching in Non-Linear Tone-Mapped Images
Y. Hel-Or, H. Hel-Or, and E. David
The 13h IEEE International Conference on Computer Vision (ICCV), Barcelona, Nov. 2011.
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ICCV 2011 presentation,
long-version-presentation,
Matlab Code
A Weighted Discriminative Approach for Image Denoising with Overcomplete Representations
A. Adler, Y. Hel-Or, and M. Elad
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas Tx. March 2010.
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A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations
A. Adler, Y. Hel-Or, and M. Elad
The 11th European Conference on Computer Vision (ECCV), Crete-Greece, September 2010.
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Specularity and Shadow Interpolation via Robust Polynomial Texture Maps
M. S. Drew, N. Hajari, Y. Hel-Or, and T. Malzbender
British Machine Vision Conference (BMVC), London, U.K., Sept. 2009
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Piecewise-Consistent Color Mappings of Images Acquired Under Various Conditions
S. Kagarlitsky, Y. Moses, and Y. Hel-Or
The 12th IEEE International Conference on Computer Vision (ICCV), Kyoto, Sept. 2009
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A Discriminative approach for Wavelet Shrinkage Denoising
Y. Hel-Or and D. Shaked
IEEE Trans. on Image Processing, Vol. 17, No. 4, April 2008.
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Presentation
The Gray-Code Filter Kernels
G. Ben-Artzi, H. Hel-Or, and Y. Hel-Or
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol 29, No. 3, March 2007.
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Presentation,
C code by Josh Allmann & Gil Ben-Artzi
The Impulse Responses of Block Shift-Invariant Systems and their use for Demosaicing Algorithms
Y. Hel-Or
the IEEE International Conference on Image Processing (ICIP),Genova, Sept. 2005.
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IIrregular Pattern Matching using Projection
M. Ben-Yehuda, L. Cadany, H. Hel-Or, and Y. Hel-Or
the IEEE International Conference on Image Processing (ICIP), Genova, Sept. 2005.
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Real Time Pattern Matching using Projection Kernels
Y. Hel-Or and H. Hel-Or
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol. 27, No. 9, Sept 2005.
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Presentation,
C Code
For a faster approach for pattern matching see
The Gray-Code Filter Kernels
On the Design of Filters For Gradient-Based Motion Estimation
M. Elad, P. Teo, and Y. Hel-Or
Journal of Mathematical Imaging and Vision, Vol. 23,No. 3, Nov 2005.
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The Canonical Correlations of Color Images and their use for Demosaicing
Yacov Hel-Or
HP Labs Technical Report, HPL-2003-164R1, Feb. 2004.
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Presentation
Filtering with Gray-Code Kernels
G. Ben-Arzi, H. Hel-Or, and Y. Hel-Or
The 17th International Conference on Pattern Recognition (ICPR), Cambridge, Aug. 2004.
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Generalized Pattern Matching using Orbit Decomposition
Y. Hel-Or and H. Hel-Or
The IEEE International Conference on Image Processing (ICIP), Barcelona, Sept. 2003.
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Technical Report,
Presentation
Real Time Pattern Matching using Projection Kernels
Y. Hel-Or and H. Hel-Or
The 9th IEEE International Conference on Computer Vision (ICCV), Nice, Oct. 2003.
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Presentation
Synthesis of Reflectance Function Textures from Examples
Y. Hel-Or, T. Malzbender, and D. Gelb
The 3rd international workshop on texture analysis and synthesis, Nice, Oct. 2003.
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Presentation
Demosaicing of Color Images using Steerable Wavelets
Yacov Hel-Or and Daniel Keren
HP Labs Technical Report, HPL-2002-206R1, Aug. 2002.
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Pattern Detection Using a Maximal Rejection Classifier
M. Elad, Y. Hel-Or, and Renato Keshet
Pattern Recognition Letters, Vol. 23, No. 12, pp. 1459-1471, October 2002.
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Presentation
Geometric Hashing Techniques for Watermarking
H. Hel-Or, Y. Itzhaki , and Y. Hel-Or
The International Conference of Image Processing (ICIP), Greece, Jan 2001.
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Fast Super-Resolution Reconstruction Algorithm for Pure Translational Motion and Common Space-Invariant Blur
M. Elad and Y. Hel-Or
IEEE Trans. on Image Processing, Vol 10, No 8, pp. 1187-1193, August 2001.
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Pattern Detection Using a Maximal Rejection Classifier
M. Elad, Y. Hel-Or, and Renato Keshet
The 4th International Workshop on Visual Form, Capri, Italy, May 2001. Also in the 21th Conference of the IEEE in Israel, pp. 193-194, June 2000.
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Presentation
Optimal Filters For Gradient-Based Motion Estimation
M. Elad, P. Teo, and Y. Hel-Or
The 7th International Conference on Computer Vision (ICCV), Greece, Sept. 1999. Also in the 21th Conference of the IEEE in Israel, pp. 195-197, April 2000.
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A Fast Super-Resolution Reconstruction Algorithm for Pure Translational Motion and Common Space-Invariant Blur
M. Elad and Y. Hel-Or
The 21th Conference of the IEEE in Israel, pp. 402-405, April 2000.
Design of Multi-Parameter Steerable Functions Using Cascade Basis Reduction
P. Teo and Y. Hel-Or
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol 10, No 6, June 1999.
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Canonical Decomposition of Steerable Functions
Y. Hel-Or and P. Teo
Journal of Mathematical Imaging and Vision, Vol 9, No 1, pp. 83-95, July 1998.
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A Common Framework for Steerability, Motion Estimation, and Invariant Feature Detection
Y. Hel-Or and P. Teo
Proceedings of the 1998 IEEE International Symposium on Circuits and Systems, Volume: 5, pp. 337-340, May 1998.
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Design of Multi-Parameter Steerable Functions Using Cascade Basis Reduction
P. Teo and Y. Hel-Or
The International Conference on Computer Vision (ICCV), Bombay, Jan. 1998.
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Lie Generators for Computing Steerable Functions
P. Teo and Y. Hel-Or
Pattern Recognition Letters, Vol 19, pp. 7-17, 1988.
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A computational Approach to Steerable Functions
P. Teo and Y. Hel-Or
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Puerto Rico, pp. 17-19, June 1997.
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Lie Group Approach for Local Steerability
P. Teo and Y. Hel-Or
The 13th Israeli Symposium on Artificial Intelligence, Computer Vision and Neural Networks, Feb. 1997.
Constraint Fusion for Recognition and Localization of Articulated Objects
Y. Hel-Or and M. Werman
International Journal of Computer Vision, Vol 19, no 1, pp. 15-28, July 1996.
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A Common Framework for Steerability, Motion Estimation, and Invariant Feature Detection
Yacov Hel-Or and Patrick C. Teo
Stanford University Technical Report, STAN-CS-TN-96-28, 1996
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Canonical Decomposition of Steerable Functions
Y. Hel-Or and P. Teo
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San-Francisco, pp. 809-816, Jun. 1996.
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Pose Estimation by Fusing Noisy Data of Different Dimensions
Y. Hel-Or and M. Werman
IEEE Trans. Pattern Analysis and Machine Intelligence, Vol 17, no 2, pp. 195-201, Feb. 1995.
Reprint (227K pdf)
Studies in Correlation Based Registration
Yacov Hel-Or
NASA Ames Technical-Report, NAS-TR-95-054, 1995
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Recognition and Localization of Articulated Objects
Y. Hel-Or and M.Werman
IEEE Workshop on Motion of Non-Rigid and Articulated Objects, pp. 116-123, Nov. 1994.
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Localization of Primitives using Adaptive Projections
Y. Hel-Or, A. Shmuel, and M. Werman
Journal of Intelligent and Robotic Systems, Vol 11, pp. 161-174, 1994.
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Relaxed Parametric Design with Probabilistic Constraints
Y. Hel-Or, A. Rappoport, and M. Werman
IEEE Trans. Computer-Aided Design, Vol 26, no. 6, pp. 426-434, 1994.
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A new Approach to Qualitative Stereo
Y. Hel-Or and S. Edelman
12th International Conferences on Pattern Recognition (ICPR), Oct. 1994.
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Interactive Design of Smooth Objects with Probabilistic Point Constraints
A. Rappoport, Y. Hel-Or, and M. Werman
ACM Trans. on Graphics, Vol 13, pp. 156-176, 1994.
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Model Based Pose Estimation of Articulated and Constrained Objects
Y. Hel-Or and M. Werman
3rd European Conference on Computer Vision (ECCV), May 1994,
also in The British Statistical Society Conference, 1993.
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3D Distance Metric for Pose Estimation and Object Recognition from 2D Projections
Yacov Hel-Or
The Weizmann Institute Technical Report, CS-94-01, Jan 1994.
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Constraint-Fusion for Interpretation of Articulated Objects
Y. Hel-Or and M. Werman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 1994,
also in The Israeli Symposium AI, Vision and Pattern Recognition, 1993.
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Relaxed Parametric Design with Probabilistic Constraints
Y. Hel-Or, A. Rappoport, and M. Werman
2nd ACM/SIGGRAPH Symposium on Solid Modeling and Applications, Montreal, May 1993.
Model Based Pose Estimation from Uncertain Data
Yacov Hel-Or
Ph.D. dissertation, The Hebrew University in Jerusalem, submitted in 1993.
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Absolute Orientation from Uncertain Point Data: A Unified Approach
Y. Hel-Or and M. Werman
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 1992.
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Active Feature Localization
Y. Hel-Or, A. Shmuel, and M. Werman
Active Perception and Robot Vision, Springer Verlag, Aug. 1991.
Characterization of Right-Handed and Left-Handed Objects
Y. Hel-Or, S. Peleg, and D. Avnir
Computer Vision, Graphics and Image Processing, Vol 53, pp. 297-302, Apr. 1991.
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Mathematical Morphology and Active Contour Model: A Cooperative Approach for Segmentation of Lung Contours in CT
F. Preteux and Y. Hel-Or
CAR'91, Computer Assisted Radiology, pp. 563-568, Springer Verlag, Berlin, Jul. 1991.
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Localization of Primitives using Adaptive Projections
Y. Hel-Or, A. Shmuel, and M. Werman
Mathematical Methods of Robotics, Antwerp, 1991.
Two Dimensional Rotational Dynamic Chirality and a Chirality Scale
Y. Hel-Or, S. Peleg, and D. Avnir
Langmuir: The ACS Journal of Surfaces and Colloids, Vol. 6, Nov. 1990.
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Pattern Recognition and Estimation of Micronodulation in Pulmonary CT images
F. Preteux, M. Remy, and Y. Hel-Or
76th Scientific Assembly of the Radiological Society of North America, Nov. 1989.
Texture Fields and Texture Flows: Sensitivity to Differences
Y. Hel-Or and S. W. Zucker
Spatial Vision, Vol. 4, No 1, pp. 131-139, Feb. 1989.
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How to Tell Right from Left
Y. Hel-Or, S. Peleg, and H. Zabrodsky
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 1988.
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Non-Refereed Publications
Model Based Pose Estimation from Uncertain Data
Yacov Hel-Or
Ph.D. dissertation, The Hebrew University in Jerusalem, submitted in 1993.
Reprint
Studies in Correlation Based Registration
Yacov Hel-Or
NASA Ames Technical-Report, NAS-TR-95-054
Reprint
A Common Framework for Steerability, Motion Estimation, and Invariant Feature Detection
Yacov Hel-Or and Patrick C. Teo
Stanford University Technical Report, STAN-CS-TN-96-28.
Reprint
3D Distance Metric for Pose Estimation and Object Recognition from 2D Projections
Yacov Hel-Or
The Weizmann Institute Technical Report, CS-94-01, Jan 1994.
Reprint
Demosaicing of Color Images using Steerable Wavelets
Yacov Hel-Or and Daniel Keren
HP Labs Technical Report, HPL-2002-206R1, Aug. 2002.
Reprint
The Canonical Correlations of Color Images and their use for Demosaicing
Yacov Hel-Or
HP Labs Technical Report, HPL-2003-164R1, Feb. 2004.
Reprint,
Presentation
Patents
One-pass filtering and infrared-visible light decorrelation to reduce noise and distortions
R. Bergman, P. Chase, R. Maurer, Y. Hel-Or, and M. Majette,
US Patent 2012/0257265, granted Oct. 2012.
A technique of processing an input signal using a correction function based on training pairs
Yacov Hel-Or and Doron Shaked,
US Patent 7930145, granted May 2011.
Processing of Mosaic Digital Images
Yacov Hel-Or
US Patent US7916940, March 2011.
Pattern Matching using Projection Kernels
Hagit Hel-Or and Yacov Hel-Or
US Patent, US7184595, Feb 2007.
Filter Kernel Generalization by Treating Algorithms as Block Shift-Invariant
Yacov Hel-Or
US Patent, US20050169521 A1, Feb 2005.
Method of Processing a Digital Image
Renato Keshet, Yacov Hel-Or, and Stephen Pollard
US Patent, US20050134713 A1, June 2005.
Image Demosaicing Method Utilizing Directional Smoothing
Yacov Hel-Or and Daniel keren
US Patent No. US6618503, Sept. 2003.
Japan Patent 3663112, Apr. 2005.
Method and Apparatus for Processing Sensor Images
Renato Keshet, Ron P. Maurer, Doron Shaked, Yacov Hel-Or, and Danny Barash
US Patent, US20030169353 A1, Sept. 2003.
Also filed with the US Patent and Trademark Office, App. Serial #10/096025, March 11, 2002.
Approximated Invariant Method for Pattern Detection
Michael Elad, Yacov Hel-Or, and Renato Keshet
US Patent No. US6337927 B1, Jan. 2002.
Apparatus and Method for Using an Estimation Algorithm to Enhance Scanner Resolution
M. Elad, Y. Hel-Or, D. Shaked, Y. Alunbasak, and A.J. Patti
EU Patent no. EP0998122, May 3, 2000.
Taiwan Patent no. TW154887, Aug. 2002.