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Faculty

 
Chen Chao
Queens College
Website

Izidor Gertner
City College of New York
Website

Irina Gladkova
City College of New York
Website

Michael Grossberg
City College of New York

Olympia Hadjiliadis
Hunter College
Website

Gabor T. Herman
Graduate Center
Website

T. Yung Kong
Queens College
Website

Michael Mandel
Brooklyn College
Website

Theodore Raphan
Brooklyn College
Website

Ioannis Stamos
Hunter College
Website

Ying-Li Tian
City College of New York
Website

Jie Wei
City College of New York
Website

George Wolberg
City College of New York
Website

Zhigang Xiang
Queens College

Danyang Zhang
York College
Website

Shuqun Zhang
College of Staten Island
Website

Zhigang Zhu
City College of New York
Website

 
 

Signal/Image Processing

Text Mapping

An inverse problem is one of converting observed measurements into information about a physical object or system in which we are interested; for example, in computerized tomography (CT) we need to estimate the density distribution within the human body from multiple x-ray projections. Inverse problems are some of the most important and well-studied problems that arise in many branches of computer science and its applications; including computer vision, natural language processing, machine learning, statistical inference, medical imaging, remote sensing and nondestructive testing. One particular set of inverse problems in computer science comprises those in image analysis, where we wish to extract meaningful information from multidimensional images by means of digital image processing techniques. Image analysis contains the fields of computer or machine vision and medical imaging; it makes heavy use of pattern recognition, digital geometry, and signal processing.


Courses

 

C Sc 86300  Reconstruction From Projections
C Sc 86310  Inverse Problems in Imaging
C Sc 86320  3D Microscopy Reconstructions
C Sc 86330  Video Target Detection and Tracking
C Sc 86340  Multimodal Sentient Computing
C Sc 86350  Image Analysis
C Sc 86360  Analysis of Image Sequences
C Sc 86400  Seminar in Image Analysis (1 credit)
C Sc 86410  Seminar in Inverse Problems (1 credit)
C Sc 86420  Topics in Image Analysis
C Sc 86430  Topics in Inverse Problems