Mathematical Sciences

School of Natural Sciences & Mathematics

Image and Signal Analysis Journal Club

Fall 2018 – Spring 2019

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.

In Spring 2019, the journal club meets on Tuesdays at 10:00-10:50 am in SLC 1.204.

In Spring 2019, we will follow a Standford deep learning course: CS231n: Convolutional Neural Networks for Visual Recognition. Each week, a student will present a lecture from that course.

Fall 2017 – Spring 2018 Archive

Fall 2016 – Spring 2017 Archive

Date

Speaker

Title

Paper

4/30/2019 Mengqi Hu Recurrent Neural Networks  
4/23/2019 Jun Wang CNN Architectures  
4/16/2019 Russell Hart Deep Learning Hardware and Software II  
4/9/2019 Russell Hart Deep Learning Hardware and Software I  
4/2/2019 Yaghoub Rahimi Training Neural Networks IIb  
3/26/2019 Yaghoub Rahimi Training Neural Networks IIa  
3/12/2019 Sijie Shen Training Neural Networks Ib  
3/5/2019 Sijie Shen Training Neural Networks Ia  
2/26/2019 Mujibur Chowdhury Convolutional Neural Networks  
2/19/2019 Siyuan Wang Introduction to Neural Networks II  
2/12/2019 Siyuan Wang Introduction to Neural Networks I  
2/5/2019 Rajendra Khatri Optimization  
1/29/2019 Chao Wang Image Classification II  
1/22/2019 Chao Wang Image Classification I

 

12/4/2018 Rajendra Khatri Semantic Segmentation Using Convolutional Network

SegNet: A Deep Convolutional
Encoder-Decoder Architecture for Image
Segmentation, Vijay Badrinarayanan, Alex Kendall, Roberto Cipolla, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 39 (12), 2481-2495, 2017.

Fully Convolutional Networks for Semantic Segmentation, Jonathan Long, Evan Shelhamer and Trevor Darrell, IEEE CVPR, 2015.

11/27/2018 Mohammadmedhi
Akhavan
Phase Retrieval with STFT

Non-Convex Phase Retrieval from STFT Measurements, Tamir Bendory, Yonina C. Eldar, and Nicolas Boumal, IEEE Transactions on Information Theory, Vol 64 (1), 2018.

Blind Phaseless Short-Time Fourier Transform Recovery, Tamir Bendory, Dan Edidin, and Yonina C. Eldar, arXiv:1808.07414.

11/13/2018 Jun Wang Adaptive Appearance Modeling With Point-to-Set
Metric Learning for Visual Tracking
Adaptive Appearance Modeling With Point-to-Set Metric Learning for Visual Tracking, Jun Wang, Yuanyun Wang, and Hanzi Wang, IEEE Transactions on Circuits and Systems for Video Technology, Vol 27(9), 2017.
11/6/2018 Yanning Zhu Comparative  genomics reveals convergent evolution between the bamboo-eating  giant and red pandas.  
10/30/2018 Siyuan Wang Learning to Generate Chairs, Tables and Cars with Convolutional Networks
Learning to Generate Chairs, Tables and Cars with Convolutional Networks, A. Dosovitskiy, J.T. Springenberg, M. Tatarchenko and T. Brox, IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.
10/23/2018 Mujibur Chowdhury Poisson Image Denoising Based on Fractional-order Derivatives  
10/16/2018 Jonathan Popa Seismic Data Completion Using Tensor Algebra  
10/9/2018 Huan Zhang Automatic Accurate Infant Cerebellar Tissue Segmentation with Densely Connected Convolutional Network Automatic Accurate Infant Cerebellar Tissue Segmentation with Densely Connected Convolutional Network, Jiawei Chen, Han Zhang, Dong Nie, Li Wang, Gang Li, Weili Lin, and Dinggang Shen, MLMI 2018, LNCS 11046, pp. 233–240, 2018.
10/2/2018 Mengqi Hu Range-Dependent Map-Drift Algorithm
for Focusing UAV SAR Imagery
Range-Dependent Map-Drift Algorithm
for Focusing UAV SAR Imagery, Lei Zhang, Mengqi Hu, Guangyong Wang, and HongxianWang, IEEE Geoscience and Remote Sensing Letters, Vol. 13, No. 8, 2016.
9/25/2018 Sijie Shen Detecting Causal Relationships in Cerebral Autoregulation by Convergent Cross Mapping.  
9/18/2018 Yaghoub Rahimi Sparse Signal Recovery Using l1/l2