Mathematical Sciences

School of Natural Sciences & Mathematics

Image and Signal Analysis Journal Club
Archive: Fall 2016/Spring 2017

Back to the current semester.

This seminar is organized by Drs. Cao and Lou. If you have questions about this seminar please contact Dr. Yan Cao. The members include both graduate and undergraduate students. Each week one of the students presents a paper in the field of image and signal analysis of his/her interest. The chosen paper will be announced prior to the meeting. The goal of the journal club is to introduce graduate and undergraduate students to image and signal analysis research and create an open venue for friendly but lively scientific discussion.

Date

Speaker

Title

Paper

April 25

Md Mujibur Chowdhury Primal-Dual Algorithm for Convex Problems

A First-Order Primal-Dual Algorithm for Convex Problems
with Applications to Imaging, A. Chambolle and T. Pock, J. Math Imaging Vis., vol. 40, pp. 120-145, 2011.

April 18

Yaghoub Rahimi Fast Single Image Super-Resolution Using Sparse Gaussian Process Regression

Fast single image super-resolution using sparse Gaussian process regression,
H. Wang, X. Gao,  K. Zhang and  J. Li, Signal Processing, vol. 134, pp. 52-62, 2017.

Apr 4

Joshua Marsh Analyzing Traffic Webcam Footage to Get Traffic Flow Data  

Mar 28

Yeeun Jeon and Fizza Abbas K-means and Fuzzy k-means Methods for Image Segmentation Fuzzy  C-means techniques for medical image segmentation, H. Zhou, G. Schaefer and C. Shi, Fuzzy Syst. Bioinform. Comput. Biol., vol. 242, pp. 257-271, 2009.

Mar 21

Varun Balaraju Autograding Programming Assignments Regularized Latent Semantic Indexing, Q. Wang, J. Xu, H. Li and N. Craswell, Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval,  pp 685-694, 2011.

Mar 7

Cong Zhang SoftPanel: a website for grouping diseases and related disorders for generation of customized panels SoftPanel: a website for grouping diseases and related disorders for generation of customized panels, L. Wang, C. Zhang, J. Watkins, Y. Jin, M. McNutt and Y. Yin,  BMC Bioinformatics, 2016.

Feb 28 

Vrushaly Shinglot Artificial neural network and its application in reservoir water level prediction Application of Soft Computing Techniques to Predict Reservoir Water Level, V.K. Shinglot, M.R. Tiwari, S.U. Bhatt and N.J. Shrimali, International Journal of Soft Computing and Engineering (IJSCE), Vol. 6, No. 3, 2016.

Feb 14

Sijie Shen Wavelets Wavelets for Kids, B. Vidakovic and P. Muller, Discussion Papers 1994-13, Duke University, 1991.

Feb 7

Tian Jiang Support Vector Machine A Tutorial on Support Vector Machines for Pattern Recognition, Christopher J. C. Burges, Data Mining and Knowledge Discovery, Vol. 2, pp 121-167, 1998.

Jan 31

Russell Hart Gipp’s car following model, as well as the model and results of the paper his team produced for the Mathematical Contest in Modeling (MCM)  

Dec 6

Joshua Marsh Image Segmentation by Thresholding A Threshold Selection Method from Gray-Level Histograms, Nobuyuki Otsu, IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-9, NO. 1, 1979.

Nov 29

Sijie Shen Nonrigid shape recovery by Gaussian process regression J. Zhu, S. C. Hoi, and M. R. Lyu, Nonrigid shape recovery by Gaussian process regression, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1319-1326, 2009.

Nov 15

Samreen Sher Khan The Split Bregman Method for L1-Regularized Problems The Split Bregman Method for L1-Regularized Problems, Tom Goldstein and Stanley Osher, SIAM Journal on Imaging Sciences, Vol. 2, No. 2, pp. 323–343, 2009.

Nov 8

Artur Safin Domain decomposition methods in image denoising using Gaussian curvature Domain decomposition methods in image denoising using Gaussian curvature, D. Firsov and S.H. Lui, Journal of Computational and Applied Mathematics, vol. 193, pp. 460–473, 2006.

Nov 1

Tra Ngo Designing Pooling Systems for Noisy High-Throughput Protein-Protein Interaction Experiments Using Boolean Compressed Sensing Designing Pooling Systems for Noisy High-Throughput Protein-Protein Interaction Experiments Using Boolean Compressed Sensing, Ramy Mourad, Zaher Dawy and Faruck Morco, IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol 10, No. 6, pp 1478-1490, 2013.

Oct 25

Samiha Rouf and Conner Davis Time-resolved Cone Beam CT reconstruction 3D Tumor Localization Through Real-time Volumetric X-ray Imaging for Lung Cancer Radiotherapy, Ruijiang Li, John H. Lewis, Xun Jia, Xuejun Gu, Michael Folkerts, Chunhua Men, William Y. Song, Steve B. Jiang, Med Phys., Vol. 38, No. 5, pp. 2783-94, 2011.

Oct 18

Hyun Bang Eigenfaces Eigenfaces for Recognition, Matthew Turk and Alex Pentland, Journal of Cognitive Neuroscience, Vol. 3, No. 1, pp. 71-86, 1991.

Oct 11

Hugo Espiritu Optical Flow Determining Optical Flow, Berthold K.P. Horn and Brian G. Rhunck, Artifical Intelligence, Vol 17, No. 1-3, pp. 185-203, 1981.

Oct 4

Russell Hart Phase Retrieval Phase Retrieval via Matrix Completion, Emmanuel J. Candes, Yonina C. Eldar, Thomas Strohmer, Vladislav Voroninski, SIAM Review, Vol 57, No.2, pp. 225-251, 2011.

Phase Retrieval from Incomplete Magnitude Information Via Total Variation Regularization, Huibin Chang, Yifei Lou, Michael K. Ng, and Tieyong Zeng, SIAM Journal on Scientific Computing, 16 (39), 2016.

Sep 27

Tianhui Ma Image Deblurring and Total Variation Image Reconstruction A New Alternating Minimization Algorithm for Total Variation Image Reconstruction, Yilun Wang, Junfeng Yang, Wotao Yin, and Yin Zhang, SIAM J. Imaging Sciences, Vol. 1, No. 3, pp. 248-272, 2008.

Sep 20

Md Mujibur Chowdhury PET Image Reconstruction PET Image Reconstruction, Adam Alessio and Paul Kinahan, in Henkin et al., Nuclear Medicine 2nd Ed., 2006.