Computer Science Software

Chen Fang

Department of Computer Science Phone: 603-***-****

Dartmouth College Office: 004 Sudikoff LabEmail: ********@**.*********.***********: http:

**** ******** ***

Hanover NH, 03755 //www.cs.dartmouth.edu/ chenfang/

Research Interest

Field: Computer Vision, Machine Learning

My research interest is designing scalable machine learning algorithms for tasks like

image retrieval and object

recognition.

I am looking for aninternship position in a high quality research team for summer 2012.

Education

Ph.D. Computer Science, Dartmouth College Sept. 2010 - Present

Advisor: Prof. Lorenzo Torresani

B.E. Software Engineering, Hunan University Sept. 2006 - Jun. 2010

Ranking: Top 2%; Major GPA: 3.7/4

Professional Experience

ResearchAssistant Sept. 2010 - Present

Visual and Learning Group, Computer Science Department

Dartmouth College, Hanover, NH

My research mainly focuses

onsolvinglargescaleimageretrievalandobjectrecognitionproblemsus-

ingComputerVisionandmachinelearningknowledge, andprototypinganddevelopingcorresponding

software. I am fluent with C/C++ and OpenCV. In my last project, I and co-authors

designed a fast and

accurate retrieval and ranking method, which ranks images in a database of 10 million

picutres. I also devel-

oped softwares of image descriptor extraction, which efficiently extracts features of

image. Currently, I am

still working on large scale image retrieval/recognition method.

TeachingAssistant Spring 2011

Department of Computer Science

Dartmouth College, Hanover, NH

Teaching assistant of Machine Learning and Statistical Data Analysis (COSC34/134)

Publications

Chen Fang*, Mohammad Rastegari*, Lorenzo Torresani. Scalable Object-Class Retrieval with

Approximate

and Top-k Ranking.IEEEInternationalConferenceonComputerVision, Barcelona, Spain,

2011.(*meansequal

contribution)

(Acceptance rate= 24%)

Chen Fang, Jin Zhang, Shangwu Zhu, Guang Li, Rulong Wang. Analysis of Texture Images

Generated by

Olfactory System Bionic Model.IEEEInternationalSymposiumonNeuralNetworks, Shanghai,

China, 2010.

Chen Fang 2

Software&Code

VLGclassemesextractor: This software is written in C and C++, using OpenCV library. Given

an image as

input, it extracts classeme descriptor, as well as low level image features, such as

GIST, Pyramid of Histograms

ofOrientedGradients,PyramidofSelf-

SimilarityandBagofwordsusingSIFT.Itisanefficientimplementation

of[Torresani et al., ECCV 2010].

Expertise

Programming Language:

Expert in C, C++ and Matlab. Fluent in JAVA. Basics of HTML, JSP and SQL.

Environment & Operating System:

Matlab, Eclipse, Visual Studio, GNU/Linux systems, Windows Systems and OpenCV.

Contact this candidate