Faculty
Students
Research
Publications
Seminars

    NC State University
    ECE Department
    Raleigh, NC 27695

Selected Journal Publications:

• 3D Face Recognition using Affine Integral Invariants Signature. Feng, S.; Krim, H.; Gu, I.; Viberg, M., Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on , vol.2, no., pp.II-II, 14-19 May 2006.

• 3D Face Recognition using Euclidean Integral Invariants Signature. Feng, S.; Krim, H.; Kogan, I. A., Statistical Signal Processing, 2007. SSP '07. IEEE/SP 14th Workshop on , vol., no., pp.156-160, 26-29 Aug. 2007.

• Flexible skew symmetric shape model: learning, classification and sampling. Baloch, S. H.; Krim, H.,Image Processing, IEEE Transactions on , vol.16, no.2, pp.317-328, Feb. 2007.

• 2D shape modeling using skeletal graphs in a Morse theoretic framework. Baloch, S. H.; Krim, H., Statistics and Analysis of Shapes, pp.61-80, 2006.

• Shape representation with flexible skew-symmetric distributions and their Applications: A Journey Beyond Normality. Baloch S., Krim H., and Genton M., 2004

• Smart Nonlinear Diffusion: A Probabilistic Approach. Y. Bao and H. Krim; IEEE Transactions on Pattern Analysis and Machine Intelligence,  vol. 6 ,  Issue 1, pp. 63-72,  January 2004.

• A nonlinear diffusion-based three-band filter bank. Benazza-Benyahia, A.; Pesquet, J.-C.; Krim, H.; Signal Processing Letters IEEE, vol. 10 , Dec. 2003. pp. 360 -363.

• A Generalized Divergence Measure for Robust Image Registration. Y. He, A. Ben Hamza,  H. Krim. IEEE Transactions on Signal Processing, vol. 51, no. 5, pp. 1211-1220, May 2003.

• Fast minimization of structural risk by nearest neighbor rule.  Karacali, B.; Krim, H.; Neural Networks, IEEE Transactions on, Volume: 14 Issue: 1 , Jan. 2003 pp. 127 -137.

• Stochastic differential equations and geometric flows
  Unal, G.; Krim, H.; Yezzi, A.; Image Processing, IEEE Transactions on, vol. 11 Issue: 12 , Dec. 2002 pp. 1405 -1416.

• Mathematical methods in imaging. Hero, A.O.; Krim, H.; Signal Processing Magazine, IEEE , Volume: 19 Issue: 5, Sept. 2002, Page(s): 13 -14.

• Unifying Probabilistic and Variational Estimation. A. Ben Hamza,  H. Krim,  G.B. Unal. IEEE Signal Processing Magazine, pp. 37-47, September 2002 .

• Image denoising: a nonlinear robust statistical approach. Ben Hamza, A.; Krim, H.  IEEE Transactions on Signal Processing, Vol. 49 Issue: 12 , Dec. 2001 , pp. 3045-3054

• Image segmentation and edge enhancement with stabilized inverse diffusion equations. I. Pollak; A.S. Willsky; H. Krim.  IEEE Transactions on Image Processing, Vol. 9 Issue: 2 , Feb. 2000 , pp. 256-266.

• On denoising and best signal representation. Krim, H.; Tucker, D.; Mallat, S.; Donoho, D. IEEE Transactions on Information Theory, Vol. 45 , Nov. 1999, pp. 2225-2238.

• Introduction To The Special Issue On Multiscale Statistical Signal Analysis And Its Applications. Krim, H.; Willinger, W.; Juditski, A.; Tse, D.; Information Theory, IEEE Transactions on , Volume: 45 Issue: 3 , April 1999 Page(s): 825 -827.

• Hierarchical stochastic modeling of SAR imagery for segmentation/compression. Kim, A.; Krim, H. IEEE Transactions on Signal Processing, Vol. 47 Issue: 2 , Feb. 1999, Page(s): 458-468.

• Minimax description length for signal denoising and optimized representation. Krim, H.; Schick, I.C. IEEE Transactions on Information Theory, Vol. 45, April 1999, pp. 898-908.

• Multiscale segmentation and anomaly enhancement of SAR imagery. Fosgate, C.H.; Krim, H.; Irving, W.W.; Karl, W.C.; Willsky, A.S. IEEE Transactions on Image Processing, Vol. 6 Issue: 1 , Jan. 1997, pp. 7-20

• Two decades of array signal processing research: the parametric approach. Krim, H.; Viberg, M. IEEE Signal Processing Magazine , Vol.: 13 Issue: 4 , July 1996 , pp. 67-94.

Selected Conference and Workshop Publications:

• Exploring approaches to layered image registration. Ping-Feng Chen, Hamid Krim, and Olga L. Mendoza, Proc. SPIE 6961, 69610J (2008)

• Determining canonical views of 3D object using minimum description length criterion and compressive sensing method. Ping-Feng Chen and Hamid Krim, Proc. SPIE 6814, 68140R (2008)

• 3D object recognition using fully intrinsic skeletal graphs. Djamila Aouada and Hamid Krim, Proc. SPIE 6814, 681409 (2008)

• 3D Mixed Invariant and its Application on Object Classification. Feng, S.; Aouada, D.; Krim, H.; Kogan, I., Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on , vol.1, no., pp.I-461-I-464, 15-20 April 2007.

• Statistical Analysis of the Global Geodesic Function for 3D Object Classification. Aouada, D.; Shuo FEng; Krim, H., Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on , vol.1, no., pp.I-645-I-648, 15-20 April 2007.

• Graph-based 3D object classification. Sajjad Baloch and Hamid Krim, Proc. SPIE 6065, 606505 (2006)

• Robust independent component analysis. Baloch, S.H.; Krim, H.; Genton, M.G., Statistical Signal Processing, 2005 IEEE/SP 13th Workshop on , vol., no., pp.61-64, 17-20 July 2005

• 3D OBJECT REPRESENTATION WITH TOPO-GEOMETRIC SHAPE MODELS. Baloch S., Krim H., Kogan I. and Zenkov D., EUSIPCO'05

• 3D curve interpolation and object reconstruction. Baloch, S.H.; Krim, H.; Mio, W.; Srivastava, A., Image Processing, 2005. ICIP 2005. IEEE International Conference on , vol.2, no., pp. II-982-5, 11-14 Sept. 2005

• Rotation invariant topology coding of 2D and 3D objects using Morse theory. Baloch, S.; Krim, H.; Kogan, I.; Zenkov, D., Image Processing, 2005. ICIP 2005. IEEE International Conference on , vol.3, no., pp. III-796-9, 11-14 Sept. 2005

• Classification and sampling of shapes through semiparametric skewsymmetric shape model. Baloch S., and Krim H., EUSIPCO'04 (2004)

• Semiparemetric skew-symmetric shape modelling. Sajjad,B; Krim, H.; ICASSP Proceddings 2004, Volume II, page(s):525-528 

• Semi-parametric skew distributions in shape representation. Sajjad,B; Krim, H.; Thirty-Seventh Asilomar Conference on Signals, Systems and Computers, 2004, Volume I, page(s):307-311 

• Facial feature extraction using topological methods. Gunduz, A.; Krim, H.; Image Processing, 2003. Proceedings. 2003 International Conference on, Volume: 1 , Sept. 14-17, 2003, Page(s): 673 -676

• Compression and transmission of facial images over very narrowband wireless channels. Gunduz, A.; Krim, H.; Sadowski, P.A.; Acoustics, Speech, and Signal Processing, 2003. Proceedings. Volume: 5 , 2003, Page(s): V_704 -V_707

• Jensen-renyi divergence measure: theoretical and computational perspectives. Ben Hamza, A.; Krim, H.; Information Theory, 2003. Proceedings. IEEE International Symposium on , June 29 - July 4, 2003, Page(s): 257 -257

• Data fusion of SSM/I channels using multiresolution wavelet transform. Mehta, V.K.; Hammock, C.M.; Fieguth, P.W.; Krim, H.; Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International, Volume: 4 , 24-28 June 2002, Page(s): 2421 -2423

• A vertex-based representation of objects in an image. Unal, G.; Krim, H.; Yezzi, A.; Image Processing. 2002. Proceedings. 2002 International Conference on, Volume: 1 , 22-25 Sept. 2002, Page(s): I-896 -I-899.

• On identification of discrete symmetric planar shapes from a single view. Poliannikov, O.V.; Krim, H.; Signals, Systems and Computers, 2002. Conference Record of the Thirty-Sixth Asilomar Conference on, Volume: 1 , Nov. 3-6, 2002, Page(s): 473 -477

• A stochastic diffusion approach to signal denoising. Krim, H.; Yufang Bao; Sensor Array and Multichannel Signal Processing Workshop. 2000. Proceedings of the 2000 IEEE, 16-17 March 2000, Page(s): 236 -239