Mathematical Sciences

School of Natural Sciences & Mathematics

Image and Signal Analysis Journal Club

Fall 2017

This seminar is organized by Drs. Cao and Lou. If you have questions about this seminar please contact Dr. Yan Cao. The journal club meets on Tuesdays from 10:15-11:15am in SOM 2.801 in Fall 2017. 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.

Fall 2016 – Spring 2017 Archive

Date

Speaker

Title

Paper

Nov. 7 Medhi
Akhavan
One Dimensional Bar-code Deblurring  
Oct. 31 Siyuan Wang Linear Filtering

https://web.stanford.edu/class/ee368/Handouts/Lectures/2016_Autumn/9-LinearProcessingFiltering_16x9.pdf

Oct. 24 Russell Hart Deblurring Text Images Using a Convolutional Neural Network in Tensorflow

https://www.robots.ox.ac.uk/~vgg/practicals/cnn-reg/

https://www.tensorflow.org/get_started/mnist/pros

Oct. 17 Mengqi Hu Compressive Sensing Imaging for General Synthetic Aperture Radar Echo Model Based on Maxwell’s Equations

Compressive sensing for a general SAR imaging model based on Maxwell’s equations, B. Sun, H. Gu, M. Hu, Z. Qiao, Proc. of SPIE Vol. 9484, 2015.

Compressive sensing imaging for general synthetic aperture radar echo model based on Maxwell’s equations, B. Sun, Y. Cao, J. Chen, C. Li, Z. Qiao, EURASIP Journal on Advances in Signal Processing 2014, 2014:153.

Oct. 10 Brendan Caseria and Alsadig Ali Automatic Extraction of Cell Nuclei from Pathological Images Automatic extraction of cell nuclei from H&E-stained histopathological images, F. Yi, J. Huang, Y. Xie, G. Xiao, Journal of Medical Imaging, 4(2), 2017.
Oct. 3 Noor Abbas Morphological Image Processing Practical Image and Video Processing Using MATLAB, Chapter 13, O. Marques, Hoboken, N.J. : J. Wiley & Sons/IEEE Press, 2011.
September 26 Tian Jiang Deep Learning Deep learning, Y. LeCun, Y. Bengio, G. Hinton, Nature, Vol 521, 436-444, 2015.
September 19 Sijie Shen Causality Detection Detecting Causality in Complex Ecosystems, G. Sugihara, R. May, H. Ye, C. Hsieh,  E. Deyle, M. Fogarty, S. Munch, Science, vol 338, 496-500, 2012.
September 12 Yaghoub Rahimi Logistic Regression
September 5 Organization meeting