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Interview with MCL member Yiyue Zhang

In spring 2016, MCL welcomes a new lab member, Yiyue Zhang. We had an short interview with her.

1. Could you briefly introduce yourself? (Previous research experience, project experience, research interest and expertise)
I am a transfer student to USC via a 3/2 dual degree program. I am majoring Electrical Engineering at USC and holding a B.S. Physics degree from my previous school. I used to be a tutor for upper division Physics courses and volunteer as a teaching assistant at a primary school in San Francisco Bay area. Because I just started my study in EE flied, I have limited experience in doing research. After reading some papers and news, I found that I have special interest in computer vision. I would like to start to learn and maybe contribute more in the future on Computer Vision.

2. What’s your first impression of USC and MCL?
USC is a fabulous university. It holds one of the best teaching term and resources in the U.S.. Students come from different countries with various backgrounds and cultures. We help each other and we learn from each other. Its diversity gives every student an opportunity to understand the world not only from classes, but also from each other. USC and its diversity help students to develop both their technical and communicating skills. MCL is a great epitome of the diversity at USC.

3. What’s your future expectation for MCL?
As an undergraduate student in MCL, I am willing to learn more on computer vision. I am hoping to get more experience on doing research.

By |May 9th, 2016|News|Comments Off on Interview with MCL member Yiyue Zhang|
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    MCL participates in USC/VSoE safety and Security Initiative Project

MCL participates in USC/VSoE safety and Security Initiative Project

MCL is participating in the USC/VSoE safety and Security Initiative Project to develop advanced video surveillance programs using a CNN-based object detection algorithm. MCL director, Prof. C.-C. Jay Kuo, proposed a plan for introducing a robust and accurate detection, tracking and recognition algorithm into the existing USC Department of Public Safety’s (DPS) surveillance infrastructure. Two MCL PhD students, Hao Xu and Eddy Wu, will be developing and implementing the proposed system. One master intern student, Terna Kpamber, has also been assigned to the project to implement the front-end user interface.

The proposed system includes three functionalities. First, the visual data extracted from the DPS cameras will be processed and the metadata (car type, color, etc.) will be extracted out of the available video footage. Second, the metadata will be archived, organized, and utilized to determine the trajectory of the detected vehicle. Third, the vehicle behavior can be retrieved based on its trajectory. The MCL team appreciates the prompt assistance from the USC DPS officers in providing training data and validating the algorithm.

By |May 1st, 2016|News|Comments Off on MCL participates in USC/VSoE safety and Security Initiative Project|

Interview with MCL member Chunyang Xia

MCL has a new Master’s student, Chunyang Xia, in Spring 2016. Let’s give him a warm welcome! Here is a briefly interview with him.

1. Could you briefly introduce yourself? (Previous research experience, project experience, research interest and expertise)
I graduated from Tongji University in 2013 (2009-2013) with CS BS and received CS MS at USC in Dec. 2015. Lots of researches and projects I have done are related to Machine Learning, Computer Vision, Big Data, HPC, NLP ,and so on. My graduation project at Tongji University is a video retrieval system on near duplicate video, which will retrieve partial similar videos back given a query.

2. What’s your first impression of USC and MCL?
USC is a great University. We have faculties and students with high passion and motivation. We are encouraged to seek our interested projects to work on. Team work in projects also is a great experience for students and we can benefit a lot, not only the academic experience. MCL is a great lab at USC. There are lots of nice people working together. People work close to each other and share experience and finding in research.

3. What’s your future expectation for MCL?
As I work in a research lab, My current goal in MCL is fighting for the submission of ACCV, as well as supporting other people on my team.

By |April 24th, 2016|News|Comments Off on Interview with MCL member Chunyang Xia|
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    Congratulations to Prof. Kuo for receiving 2016 USC Associates Award of Excellence in Teaching

Congratulations to Prof. Kuo for receiving 2016 USC Associates Award of Excellence in Teaching

Congratulations to Professor C.-C. Jay Kuo, MCL Director, for receiving the USC Associates Award for Excellence in Teaching at the 35th Annual Academic Honors Convocation held in on April 12, 2016, in Town and Gown. The citation for Professor Kuo’s achievements in winning the award is repeated below.

“C.-C. Jay Kuo evinces all of the hallmarks of a truly exceptional teacher—an enlivening passion for his work, a genuine interest in seeing others succeed, and a powerful rapport with his students. His friendly, enthusiastic teaching style, and deep knowledge of signal, media, and information processing theory and applications, make his courses some of the most popular in the electrical engineering program. He regularly draws more than 100 graduate students for these courses, usually in multiple sections.

Professor Kuo emphasizes problem solving through hands‐on experience, enabling his students to combine mathematical theory and computational algorithms with real-world applications. His extraordinary reputation is tantamount to his many achievements as a scholar and researcher. He is the author or co‐author of more than 1,000 published papers and a dozen books.

During his 25 years as a member of the USC faculty, Professor Kuo has advised 125 Ph.D. students and supervised more than two dozen post‐doctoral fellows, ranking him first among the top 50 advisors in the Mathematics Genealogy Project, which compiles information on prominent mathematicians across the world. Several former students have earned important research or leadership positions in academia and the engineering industries. Their successes speak volumes about the long-lasting and powerful impact of Professor Kuo’s superb mentorship.

For his unparalleled expertise in the field of engineering, and the profound wisdom and generosity he brings to his work as an educator, the University of Southern California is proud to honor Professor [...]

By |April 17th, 2016|News|Comments Off on Congratulations to Prof. Kuo for receiving 2016 USC Associates Award of Excellence in Teaching|

Congratulations to Jian Li for Summer Internship at Apple

Jian Li, a PhD student in MCLab, recently obtained an internship offer from Apple. Congratulations! We have an interview with him about internship hunting.

1.  How does the study in USC and MCL help you?

My study at USC especially in MCL helps me a lot in varieties of aspects. First, my capability of solving problems is enhanced by the research experience in MCL. We learn about the state-of-the-art algorithms, have brainstorm, and discuss logically almost everyday in our lab. Professor’s feedback and interaction with group members help us to explore the fundamental challenging of a problem and the way to think in deep. Second, my programming skills are sharpened through the research projects. We have great emphasize on coding style in order to deliver easily understandable programming. This experience attracts the industrial people’s interest since it shows that we can not only think in theoretically, but also implement ideas in details. Third, we are trained with teamwork spirit in our lab. The MCL organization composed of sub-groups benefits us to work together in a much efficient way. Knowing how to communicate with people, what to learn from others and how to collaborate will be a treasure for our future career.

2. What makes you stand out among other candidates applying for the same position?
I feel that broaden computer vision knowledge and good oral presentation are the key points. There are many group members in MCL and the variety of topics cover many research fields. Therefore, we have the chance to learn different technologies in different areas through our group seminar sharing. This indeed serves us as a broaden knowledge pool so that our members have richer capability. On the other hand, the group seminar makes everyone have the opportunity to present our own research [...]

By |April 10th, 2016|News|Comments Off on Congratulations to Jian Li for Summer Internship at Apple|
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    Congratulations to Siyang Li for Summer Internship at Google

Congratulations to Siyang Li for Summer Internship at Google

Siyang Li, a PhD student in MCLab, obtained an intern offer from Google. Congratulations! We have an interview with her about internship hunting.

What is the normal intern hiring procedure and how did you prepare for it?

For internship in big tech companies, usually we can apply online or through internal referral. If the resume review goes well, we can proceed to phone interviews, solving some programming problems. That definitely requires a lot of practice. I spent several months on it last year. After passing the phone interviews, there are team matching interviews and we need to find out the most suitable team to work with. Good communication skills would help. Sometimes, you have to go through several matching interviews before getting an offer.
I did an intern last year at Google and this year I get a returning offer, which is a lot easier as long as one performs well in previous interns.

How was it like working at Google?

My colleagues were quite helpful. My host was always happy to answer any question and I did ask a lot. The working environment was also quite relaxing. You can get free meals and snacks every day. There are also gyms and video game rooms. Now those facilities become a standard in software industry but I think it was Google who started it.

Any suggestions for your fellows?

I think PhD students should be careful about team matching when searching interns. Working on a project closely related the research topic would be an ideal situation; otherwise, it is better to think twice before accepting an offer. Of course, this strategy increases the risk of not getting an offer, so I would suggest starting intern hunting early. Starting early means more [...]

By |April 4th, 2016|News|Comments Off on Congratulations to Siyang Li for Summer Internship at Google|
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    Congratulations to Shangwen Li for Summer Internship at Facebook

Congratulations to Shangwen Li for Summer Internship at Facebook

Shangwen Li, a USC graduate, recently obtained an internship offer from Facebook. Congratulations!

Shangwen Li received the B.S. and M.S. degrees, both in electrical engineering, from the Zhejiang University, Hangzhou, China in 2008 and 2011 respectively. Since August 2012, he has been been with Media Communications Lab at University of Southern California (USC), Los Angeles. His research interests include computer vision, machine learning and video coding. Let us hear what he said about the internship in the coming summer.

1.  How does the study in USC and MCL help you? (technically and psychologically)

First, the research experience at MCL definitely strengthens my skills in finding relevant jobs. Specifically, the research projects not only enable me to think problem thoroughly but also sharpen my coding skill. It helps me to build up the solid domain knowledge in computer vision, particularly image search. Second, the presentation skills training at MCL is very valuable for me to express my thought clearly during interview process, which is a key factor in communication.

2. What makes you stand out among other candidates applying for the same position?
I think I earned the opportunity mainly due to 3 reasons: 1) good coding skills, 2) solid domain knowledge and research experience, and 3) good communication skills. The study at MCL definitely helps me sharpen these 3 skills.

3. Do you have any suggestions to current graduate students? (e.g. interview strategy and preparation, etc.)

First, I would suggest them to develop a good coding habit during research. Research project is actually a very good way of improving your coding skills. Second, try to be a real expert in your research, which means you have to know the state-of-the-art technologies and also have insight about them. Third, you should seize the opportunity of group seminar presentation as this is a valuable chance [...]

By |March 27th, 2016|News|Comments Off on Congratulations to Shangwen Li for Summer Internship at Facebook|
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    Congratulations to Chen Chen for Summer Internship at Facebook

Congratulations to Chen Chen for Summer Internship at Facebook

Chen Chen, a USC graduate, recently obtained an internship offer from Facebook. Congratulations!

Chen received his bachelor degree from the Beijing University of Posts and Telecoms and earned his M.S. at the University of Southern California. He focuses on computer vision research topics in  MCL.  Let us hear what he said about the internship in the coming summer.

1. How does the study in USC and MCL help you? (technically and psychologically)

First. the research studies in MCL build me a solid understanding of the techniques in my field. And I learned how to solve problems from proposals to conclusions independently. The base knowledge and skills helped my to solve new problems during interviews. In addition, MCL provided many opportunities for me to acquire a broad and general view of technologies in Computer Vision and Machine Learning. By attending group seminars and having research discussions with other students in our group, I learned many popular and interest topics and problems, which made me impressive in interviews. Finally, I got many chances in industrial projects in MCL, where I worked on cutting edge industrial technologies. The experience made me competitive for industrial jobs that need industrial job experiences other than research experiences.

2.  What makes you stand out among other candidates applying for the same position?
Since the positions I was targeting at need skills and spirits in dealing with new problems with innovations, I presented advantages over candidates that did not have relevant experiences. Besides, comparing to candidates who also have research experiences, I think our group members are quite unique and competitive in the sense of width of knowledge and skills of presentation. The strict training in MCL stands me out for the same position.

3. Do you have any suggestions to current graduate students? (e.g. interview strategy and preparation, etc.)

First, I recommend [...]

By |March 27th, 2016|News|Comments Off on Congratulations to Chen Chen for Summer Internship at Facebook|
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    Introduction to MCL Alumnus Koretzky and his start-up Tunesplit

Introduction to MCL Alumnus Koretzky and his start-up Tunesplit

Alejandro Koretzky, a MCL alumnus, is currently working on his own start-up company named Tunesplit. We had an interview as well as a friendly conversation with him.

Alejandro came from Argentina in 2013 to pursue a Master’s degree in Electrical Engineering, specializing in multimedia and creative technologies. His focus is on signal processing and machine learning.

During his study, he developed a strong interest in source separation and decided to conduct research in this field. Being a musician (both singer and writer), Alejandro became interested in developing an algorithm that automatically decomposes audio according to its sources (e.g. guitar, keyboard, singer, etc.). This would give the user the ability to access and manipulate the individual sources within an audio mix, and thus, personalize the music listening experience. To make it convenient for the users, this splitting process needs to be conducted in real time. In order to make his idea come true, Alejandro took Directed Research with Professor Kuo, who not only supervised him in research but also helped him establish connections with other people.

Starting from the first prototype, an iPhone app, Alejandro converted his idea to a real product and entered the battlefield of business as well. His team was selected by the Viterbi Startup Garage, a program which provides support in funding, space, strategic, and financial resources. Currently, he is focusing on connecting his product with Spotify.

Reflecting on his experiences as a member of MCL, Alejandro says he is very proud of the lab. He believes it is not only a great place for conducting research, but also a great place to connect with other people and learn about other research projects. He also would like to share the following advice with us and [...]

By |March 20th, 2016|News|Comments Off on Introduction to MCL Alumnus Koretzky and his start-up Tunesplit|

Interview with MCL member Chen Liang

In spring 2016, MCL welcomes a new lab member, Chen Liang. We had an short interview with her.

1. Could you briefly introduce yourself? (Previous research experience, project experience, research interest and expertise)
I am an undergraduate student at USC studying Electrical Engineering at Viterbi school of Engineering and Game animation at School of Cinematic Art. I joined MCL in January 2016.

2. What’s your first impression of USC and MCL?
Every group member is ambitious and passionate about what he or she is doing. MCL is recently researching on a state of art topic in image processing — CNN.
This topic is newly rising and has a lot to explore; Therefore, MCL members are all curiously exploring the potential possibilities by using this method and striving to get new insight into it.

3. What’s your future expectation for MCL?
I expect more academic communications among group members.

By |March 13th, 2016|News|Comments Off on Interview with MCL member Chen Liang|