Selected Publications

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Book Chapters

• Z Yao, NM Rajpoot, RG Wilson
  Directional Wavelet Analysis with Fourier-type Bases for Image Processing,
  to appear in Wavelet Analysis and Applications, book series Applied and Numerical Harmonic Analysis, Springer-Verlag, 2006

• AM Bowen, A Mullins, RG Wilson, NM Rajpoot,
  Light Field Reconstruction using a Planar Patch Model,
  in Lecture Notes in Computer Science (LNCS), Volume 3540, pp 85-94, Springer-Verlag, June 2005

• KM Rajpoot, NM Rajpoot,
  SVM Optimization for Hyperspectral Colon Tissue Cell Classification,
  in Lecture Notes in Computer Science (LNCS), Volume 3217, pp 829-837, Springer-Verlag, September 2004

• SC Sahinalp, NM Rajpoot,
  Dictionary-Based Data Compression: An Algorithmic Perspective,
  in Lossless Compression Handbook edited by Khalid Sayood, pages 153-167, Academic Press, 2002
  

Refereed Conference/Journal Articles

• A Hussain, NM Rajpoot, KM Rajpoot,
  Texture Classification with Ants,
  to appear in Proceedings IEEE International Conference on Image Processing (ICIP'06), Atlanta, Georgia (USA), September 2006
  

• H Quershi, NM Rajpoot, K Masood, V Hans,
  Classification of Meningiomas using Discriminant Wavelet Packets and Learning Vector Quantization,
  to appear in Proceedings Medical Image Understanding and Analysis (MIUA'06), Manchester (UK), July 2006

• Z Yao, NM Rajpoot, RG Wilson,
  Directional Wavelet Analysis with Fourier-type Bases for Image Processing,
  in Proceedings 4th International Conference on Wavelet Analysis and its Applications (WAA'05), Macau SAR (China), November-December 2005
  

• RG Wilson, NM Rajpoot, A Mullins, AM Bowen,
  Estimating Scence Geometry for Light Field Coding Using a Planar Patch Model,
  in Proceedings Very Low Bit-Rate Video Coding (VLBV'05), Sardinia (Italy), September 2005

• Z Yao, NM Rajpoot,
  Image Denoising using Multiscale Directional Cosine Bases,
  in Proceedings IEEE International Conference on Image Processing (ICIP'05), Genoa (Italy), September 2005
  

• NM Rajpoot, K Masood,
  Human Gait Recognition with 3D Wavelets and Kernel Subspace Projections,
  in Proceedings Workshop on Human Activity Recognition and Modelling (HAREM'05), Oxford (UK), September 2005
  

• AM Bowen, A Mullins, RG Wilson, NM Rajpoot,
  Estimating Planar Patches for Light Field Reconstruction,
  in Proceedings British Machine Vision Conference (BMVC'05), Oxford (UK),
  September 2005

• AM Bowen, A Mullins, RG Wilson, NM Rajpoot,
  Light Field Reconstruction using a Planar Patch Model,
  in Proceedings 14th Scandinavian Conference on Image Analysis (SCIA'05), Joensuu (Finland),
  Lecture Notes in Computer Science (LNCS), Volume 3540, pp 85-94, Springer-Verlag, June 2005

• AM Bowen, A Mullins, NM Rajpoot, RG Wilson,
  Photo-Consistency and Multiresolution Methods for Light Field Disparity Estimation,
  in Proceedings IEE International Conference on Visual Information Engineering (VIE'05), Glasgow (UK), April 2005
  

• KM Rajpoot, NM Rajpoot,
  Wavelets and Support Vector Machines for Texture Classification,
  in Proceedings 8th IEEE International Multitopic Conference (INMIC'04), Lahore (Pakistan), December 2004
  

• NM Rajpoot, Z Yao, RG Wilson,
  Adaptive Wavelet Restoration of Noisy Video Sequences,
  in Proceedings IEEE International Conference on Image Processing (ICIP'04), Singapore, October 2004
  

• Z Yao, NM Rajpoot,
  Radon/Ridgelet Signature for Image Authentication,
  in Proceedings IEEE International Conference on Image Processing (ICIP'04), Singapore, October 2004
  

• KM Rajpoot, NM Rajpoot,
  SVM Optimization for Hyperspectral Colon Tissue Cell Classification,
  in Proceedings 7th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI'04), St-Malo (France),
  Lecture Notes in Computer Science (LNCS), Volume 3217, pp 829-837, Springer-Verlag, September 2004
  

• NM Rajpoot, A Hussain, U Ali, K Saleem, M Qureshi,
  A Novel Image Coding Algorithm using Ant Colony System Vector Quantization,
  in Proceedings 11th International Workshop on Systems, Signals and Image Processing (IWSSIP'04), pp 271-274, Poznan (Poland), September 2004
  

• NM Rajpoot, RG Wilson, Z Yao,
  Planelets: A New Analysis Tool for Planar Feature Extraction,
  in Proceedings 5th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'04), Lisbon (Portugal), April 2004
  

• NM Rajpoot,
  Model Based Optimal Bit Allocation,
  in Proceedings IEEE Data Compression Conference (DCC'04), Snowbird (USA), March 2004
  [Summary | Research Report ]

• KM Rajpoot, NM Rajpoot, MJ Turner,
  Hyperspectral Colon Tissue Cell Classification,
  accepted for publication in SPIE Medical Imaging (MI'04), San Diego (USA), February 2004
  

• KM Rajpoot, NM Rajpoot,
  Wavelet Based Segmentation of Hyperspectral Colon Tissue Imagery,
  in Proceedings 7th IEEE International Multitopic Conference (INMIC'03), Islamabad (Pakistan), December 2003
  

• NM Rajpoot, RG Wilson, FG Meyer, RR Coifman,
  Adaptive Wavelet Packet Basis Selection for Zerotree Image Coding,
  IEEE Transactions on Image Processing, 12(12):1460-1472, December 2003
  

• AH Bhalerao, NM Rajpoot,
  Discriminant Feature Selection for Texture Classification,
  in Proceedings 14th British Machine Vision Conference (BMVC'03), Norwich (UK), September 2003
  

• RG Wilson, NM Rajpoot,
  Image Volume Denoising Using A Fourier-Wavelet Basis,
  in Proceedings 6th Baiona Workshop on Signal Processing in Communications (Baiona SPC'03), Baiona (Spain), September 2003
  

• NM Rajpoot,
  Local Discriminant Wavelet Packet Basis for Texture Classification,
  in Proceedings SPIE Wavelets X, San Diego, California (USA), August 2003
  

• AM Awan, NM Rajpoot, SA Husain,
  Stack-Run Adaptive Wavelet Image Compression,
  in Proceedings IEEE Data Compression Conference (DCC'03), Snowbird, Utah (USA), March 2003
  [Full Paper | Summary ]

• NM Rajpoot,
  Simulation of the Rate-Distortion Behaviour of a Memoryless Laplacian Source,
  in Proceedings 4th Middle Eastern Symposium on Simulation and Modelling (MESM'02), Sharjah (UAE), September 2002
  

• NM Rajpoot,
  Texture Classification Using Discriminant Wavelet Packet Subbands,
  in Proceedings 45th IEEE Midwest Symposium on Circuits and Systems (MWSCAS'02), Tulsa, Oklahoma (USA), August 2002
  

• Z Yao, NM Rajpoot,
  Less Redundant Codes for Variable Size Dictionaries,
  in Proceedings IEEE Data Compression Conference (DCC'02), Snowbird, Utah (USA), April 2002
  [Full Paper | Summary ]

• Y Matias, NM Rajpoot, SC Sahinalp,
  The Effect of Flexible Parsing for Dynamic Dictionary Based Data Compression,
  invited paper, the ACM Journal of Experimental Algorithms (JEA), Volume 6, 2002
  

• NM Rajpoot, RG Wilson, FG Meyer, RR Coifman,
  A New Basis Selection Paradigm for Wavelet Packet Image Coding,
  in Proceedings IEEE International Conference on Image Processing (ICIP'01), Thessaloniki (Greece), pp 816-819, October 2001
  

• NM Rajpoot, FG Meyer, RG Wilson, RR Coifman,
  On Zerotree Quantization for Embedded Wavelet Packet Image Coding,
  in Proceedings IEEE International Conference on Image Processing (ICIP'99), Kobe (Japan), pp 283-287, October 1999
  

• Y Matias, NM Rajpoot, SC Sahinalp,
  The Effect of Flexible Parsing for Dynamic Dictionary Based Data Compression,
  in Proceedings IEEE Data Compression Conference (DCC'99), Snowbird, Utah (USA), pp 238-246, March 1999
  

• Y Matias, NM Rajpoot, SC Sahinalp,
  Implementation and Experimental Evaluation of Flexible Parsing for Dynamic Dictionary Based Data Compression,
  in Proceedings 2nd Workshop on Algorithm Engineering (WAE'98), Saarbrücken (Germany), pp 49-61, August 1998
  

Meetings/Workshops

• NM Rajpoot, RR Coifman,
  Phase Gradients for Texture Analysis,
  in BMVA-AVA Symposium on Image Features and Statistics, London (UK), October 2004

• AM Bowen, A Mullins, RG Wilson, NM Rajpoot,
  Disparity Compensation for Light Field Coding and Reconstruction,
  in BMVA Symposium on Vision, Video and Graphics, London (UK), July 2004

Technical Reports

• NM Rajpoot,
  Model Based Optimal Bit Allocation,
  Research Report CS-RR-397, Department of Computer Science, University of Warwick (UK), January 2004
  

• NM Rajpoot, FG Meyer, RG Wilson, RR Coifman,
  Progressive Wavelet Packet Image Coding using Compatible Zerotree Quantization,
  Technical Report YALEU/DCS/RR-1187, Department of Computer Science, Yale University (USA), September 1999
  

• NM Rajpoot, RG Wilson,
  Progressive Image Coding using Augmented Zerotrees of Wavelet Coefficients,
  Research Report CS-RR-350, Department of Computer Science, University of Warwick (UK), September 1998
  

Theses

• Adaptive Wavelet Image Compression,
  PhD Thesis, Department of Computer Science,
  University of Warwick (UK), April 2001 [email]

• Feature Analysis from Region of Interest (ROI) of an Image,
  MSc Thesis, Department of Systems Engineering,
  Quaid-e-Azam University (Pakistan), October 1996

• Optimal Route Evaluator,
  MSc Thesis, Department of Computer Science,
  Bahauddin Zakariya University (Pakistan), February 1994