Academic Contributions[Drafts of some papers may be downloaded by clicking on the icons.]
|P. Chatterjee and P. Milanfar, Patch-based Near-Optimal Image Denoising, IEEE Trans. on Img. Proc., vol. 21, num. 4, April 2012, pp 1635-1649. Webpage|
|P. Chatterjee and P. Milanfar, Practical Bounds on Image Denoising: From Estimation to Information, IEEE Trans. on Img. Proc., vol 20, num. 5, May 2011, pp 1221-1233.|
|P. Chatterjee and P. Milanfar, Is Denoising Dead?, IEEE Trans. on Img. Proc., vol 19, num. 4, Apr. 2010, pp 895-911. Webpage|
|P. Chatterjee and P. Milanfar, Clustering-based Denoising with Locally Learned Dictionaries, IEEE Trans. on Img. Proc., vol. 18, num. 7, Jul. 2009, pp. 1438-1451. K-LLD Webpage|
|P. Chatterjee, S. Mukherjee, S. Chaudhuri, G. Seetharaman, Application of Papoulis-Gerchberg Method in Image Super-resolution and Inpainting, The Computer Journal, Vol. 52, No. 1, Jan. 2009, pp 80-89.|
|C.V. Jiji, S. Chaudhuri and P. Chatterjee, Single Frame
Super-resolution: Should we process Locally or Globally ?,
Multidimensional Systems and Signal Processing, Vol. 18, No. 2-3, Sept.
2007, pp 123-152. Bibtex|
|P. Chatterjee and P. Milanfar, Patch-based Locally Optimal Denoising, in IEEE Intl. Conf. on Image Processing (ICIP), Brussels, Belgium, Sep. 2011. Webpage (Best student paper contest finalist)|
|P. Chatterjee, N. Joshi, S. B. Kang, Y. Matsushita, Noise Suppression in Low-Light Images through Joint Denoising and Demosaicing, in IEEE Conf. on Computer Vision & Pattern Recognition (CVPR), Colorado Springs, CO, Jun. 2011. Webpage|
|P. Chatterjee and P. Milanfar, Learning Denoising Bounds for Noisy Images, Proc. of IEEE Intl. Conf. on Image Processing (ICIP), Hong Kong, Sep. 2010.|
|P. Chatterjee and P. Milanfar, Fundamental Limits of Image Denoising: Are We There Yet?, Proc. of IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), Dallas, TX, March, 2010. Webpage|
|P. Chatterjee, P. Milanfar, Bias Modeling for Image Denoising, Proc. of 43rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Nov 2009.|
|P. Chatterjee, P. Milanfar, Image Denoising using Locally Learned Dictionaries, Proc. of SPIE Electronic Imaging, Conf. on Computational Imaging, vol. 7246, p. 72460V, San Jose, CA, USA, Jan 2009. K-LLD Webpage|
|P. Chatterjee, P. Milanfar, A Generalization of Non-Local Means via Kernel Regression, Proc. of IS&T/SPIE Conf. on Computational Imaging VI, vol. 6814, p. 68140P, San Jose, USA, Jan 2008.|
|H.J. Seo, P. Chatterjee, H. Takeda, P. Milanfar, A Comparison
of Some State of the Art Image Denoising Methods, Proc. of 41st
Asilomar Conference on Signals, Systems and Computers, Pacific Grove,
CA, Nov 2007. |
|P. Chatterjee, V. P. Namboodiri, S.
Chaudhuri, Image Super-resolution using Sub-band Constrained Total
Variation, Proc. of 1st International Conference on Scale Space
and Variational Methods in Computer Vision, LNCS, Vol 4485, pp 616-627,
Ischia, Italy, May-June 2007.
PhD Thesis: Patch-based Image Denoising and its Performance
Limits, under the supervision of Prof. Peyman
Milanfar, University of California, Santa Cruz.
Masters Thesis: Image Super-resolution and Inpainting from a Single Observation, under the supervision of Prof. Subhasis Chaudhuri, Vision and Image Processing Lab, Electrical Engineering, Indian Institute of Technology, Bombay, India.