- Date & Time: Tuesday, March 28, 2017; 1:30 - 5:30PM
Location: Google (355 Main St., 5th Floor, Cambridge MA)
MERL Contacts: Daniel N. Nikovski; Anthony Vetro; Jinyun Zhang Brief - How will AI and robotics reshape the economy and create new opportunities (and challenges) across industries? Who are the hottest companies that will compete with the likes of Google, Amazon, and Uber to create the future? And what are New England innovators doing to strengthen the local cluster and help lead the national discussion?
MERL will be participating in Xconomy's third annual conference on AI and robotics in Boston to address these questions. MERL President & CEO, Dick Waters, will be on a panel discussing the status and future of self-driving vehicles. Lab members will also be on hand demonstrate and discuss recent advances AI and robotics technology.
The agenda and registration for the event can be found online: https://xconomyforum85.eventbrite.com.
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- Date: March 5, 2017 - March 9, 2017
Where: New Orleans
MERL Contacts: Petros T. Boufounos; Jonathan Le Roux; Dehong Liu; Hassan Mansour; Anthony Vetro; Ye Wang
Research Areas: Computer Vision, Computational Sensing, Digital Video, Information Security, Speech & Audio
Brief - MERL researchers will presented 10 papers at the upcoming IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP), to be held in New Orleans from March 5-9, 2017. Topics to be presented include recent advances in speech recognition and audio processing; graph signal processing; computational imaging; and privacy-preserving data analysis.
ICASSP is the flagship conference of the IEEE Signal Processing Society, and the world's largest and most comprehensive technical conference focused on the research advances and latest technological development in signal and information processing. The event attracts more than 2000 participants each year.
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- Date: October 15, 2016
Awarded to: Anthony Vetro
MERL Contact: Anthony Vetro Brief - Anthony Vetro was recognized by APSIPA (Asia-Pacific Signal and Information Processing Association) as a 2016 Industrial Distinguished Leader. This distinction is reserved for selected APSIPA members with extraordinary accomplishments in any of the fields related to APSIPA scope. A list of past recipients can be found online: http://www.apsipa.org/industrial.htm.
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- Date & Time: Thursday, December 8, 2016; 4:00-7:00pm
Location: 201 Broadway, 8th Floor, Cambridge, MA
MERL Contacts: Elizabeth Phillips; Anthony Vetro Brief - Snacks, demos, science: On Thursday 12/8, Mitsubishi Electric Research Labs (MERL) will host an open house for graduate+ students interested in internships, post-docs, and research scientist positions. The event will be held from 4-7pm and will feature demos & short presentations in our main areas of research: algorithms, multimedia, electronics, communications, computer vision, speech processing, optimization, machine learning, data analytics, mechatronics, dynamics, control, and robotics. MERL is a high impact publication-oriented research lab with very extensive internship and university collaboration programs. Most internships lead to publication; many of our interns and staff have gone on to notable careers at MERL and in academia. Come mix with our researchers, see our state of the art technologies, and learn about our research opportunities. Dress code: casual, with resumes.
Pre-registration for the event is strongly encouraged:
https://www.eventbrite.com/e/merl-open-house-tickets-29408503626
Current internship and employment openings:
http://www.merl.com/internship/openings
http://www.merl.com/employment/employment.
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- Date & Time: Wednesday, November 16, 2016; 3:30-6:30pm
Location: Sheraton Commander (16 Garden Street, Cambridge, MA)
MERL Contacts: Elizabeth Phillips; Anthony Vetro Brief - MERL will be participating in the Engineering Career Fair Collaborative, which is being held on November 16, 2016 at the Sheraton Commander in Cambridge from 3:30-6:30pm. Graduate students with an interest in learning about internship and other employment opportunities at MERL are invited to visit our booth. Staff members will be on hand to discuss current openings. We will also be showing some demonstrations of current research projects.
Current internship and employment openings:
http://www.merl.com/internship/openings
http://www.merl.com/employment/employment.
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- Date: Thursday, June 2, 2016
Location: Norton's Woods Conference Center at American Academy of Arts & Sciences, Cambridge, MA
MERL Contacts: Elizabeth Phillips; Anthony Vetro Brief - MERL celebrated 25 years of innovation on Thursday, June 2 at the Norton's Woods Conference Center at the American Academy of Arts & Sciences in Cambridge, MA. The event was a great success, with inspiring keynote talks, insightful panel sessions, and an exciting research showcase of MERL's latest breakthroughs.
Please visit the event page to view photos of each session, video presentations, as well as a commemorative booklet that highlights past and current research.
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- Date: March 20, 2016 - March 25, 2016
Where: Shanghai, China
MERL Contacts: Petros T. Boufounos; Chiori Hori; Jonathan Le Roux; Dehong Liu; Hassan Mansour; Philip V. Orlik; Anthony Vetro
Research Areas: Computational Sensing, Digital Video, Speech & Audio, Communications, Signal Processing
Brief - MERL researchers have presented 12 papers at the recent IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP), which was held in Shanghai, China from March 20-25, 2016. ICASSP is the flagship conference of the IEEE Signal Processing Society, and the world's largest and most comprehensive technical conference focused on the research advances and latest technological development in signal and information processing, with more than 1200 papers presented and over 2000 participants.
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- Date: Thursday, June 2, 2016
Location: Norton's Woods Conference Center at American Academy of Arts & Sciences, Cambridge, MA
MERL Contacts: Elizabeth Phillips; Anthony Vetro Brief - A celebration event to mark MERL's 25th anniversary will be held on Thursday, June 2 at the Norton's Woods Conference Center at the American Academy of Arts & Sciences in Cambridge, MA. This event will feature keynote talks, panel sessions, and a research showcase. The event itself is invitation-only, but videos and other highlights will be made available online. Further details about the program can be obtained at the link below.
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- Date: Wednesday, July 1, 2015
Location: Torino, Italy
MERL Contact: Anthony Vetro Brief - Anthony Vetro is the General Co-chair of ICME 2015, the IEEE International Conference on Multimedia & Expo, to be held in Torino, Italy, in July 2015.
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- Date: April 19, 2015 - April 24, 2015
Where: IEEE International Conference on Acoustics, Speech & Signal Processing (ICASSP)
MERL Contacts: Anthony Vetro; Hassan Mansour; Petros T. Boufounos; Jonathan Le Roux Brief - Multimedia Group researchers have presented 8 papers at the recent IEEE International Conference on Acoustics, Speech & Signal Processing, which was held in Brisbane, Australia from April 19-24, 2015.
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- Date: April 16, 2015
MERL Contact: Anthony Vetro Brief - The INCITS L3 technical committee is the US Technical Advisory Group to ISO/IEC JTC 1/SC29, which includes the JPEG and MPEG working groups. The technical committee is responsible for providing recommendations on US positions pertaining to the coding of audio, picture, multimedia, and hypermedia information. Anthony Vetro has been appointed as Chair of the L3 committee for a 3-year term from April 2015 to 2018.
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- Date: April 14, 2015
Awarded to: Anthony Vetro
Awarded by: InterNational Committee for Information Technology Standards (INCITS)
MERL Contact: Anthony Vetro Brief - The INCITS Gene Milligan Award for Effective Committee Management recognizes individuals who, as officers, have provided outstanding leadership to the subgroup in its national and/or international work, have demonstrated proficiency in achieving consensus in the national and/or international arenas and have followed the approved procedures in an exemplary fashion. Anthony Vetro was the recipient of this award in 2015. He has more than 15 years of participation in standards development, including service as the INCITS L3.1 Vice-Chair and Chair and an active technical participant in the MPEG committee.
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- Date & Time: Monday, November 17, 2014; 1:00-2:30 pm
Location: Northeastern University, Curry Student Center - Room 340
MERL Contact: Anthony Vetro Brief - Mitsubishi Electric Research Labs (MERL) conducts fundamental and applied research in the areas of signal processing, optimization and control. Each year, we hire 40-60 talented and motivated graduate students for summer internships. Come learn more about the work we do and meet with our researchers. The reception will include an a brief overview of our research and some demos, as well as light snacks and refreshments.
For those of you that are ready to graduate, we also have several research staff and post-doc openings. Hiring managers will be on hand to discuss these career opportunities at MERL.
Session Agenda
1:00 - 1:15 Welcome, sign-in
1:15 - 1:30 Research overview
1:30 - 2:30 Demos & discussion.
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- Date: February 10, 2014
MERL Contacts: Jonathan Le Roux; Daniel N. Nikovski; Anthony Vetro Brief - Mitsubishi Electric Corporation demonstrated an ultra-simple HMI for in-car device operation using algorithms developed by MERL to predict user actions and destinations.
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- Date: Monday, January 13, 2014 - Friday, January 17, 2014
Location: San Jose, CA
MERL Contact: Anthony Vetro Brief - MERL is a sponsor for the 107th MPEG meeting to be held in San Jose, CA, in January 2014. MERL researcher Anthony Vetro serves as Head of the US Delegation to MPEG.
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- Date: Thursday, August 1, 2013
MERL Contact: Anthony Vetro Brief - Anthony Vetro is Guest Editor for the Special Issue on 3D Representation, Compression & Rendering of the IEEE Transactions on Image Processing.
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- Date: Wednesday, July 3, 2013 - Friday, July 5, 2013
Location: Klagenfurt am Worthersee, Austria
MERL Contact: Anthony Vetro Brief - Anthony Vetro is the publicity chair for America of QoMEX 2013, the Fifth International Workshop on Quality of Multimedia Experience, to be held Klagenfurt am Worthersee, Austria, in July 2013.
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- Date & Time: Thursday, May 30, 2013; 12:30 PM - 2:30 PM
Location: Vancouver, Canada
MERL Contacts: Anthony Vetro; Petros T. Boufounos; Jonathan Le Roux
Research Area: Speech & Audio
Brief - MERL is a sponsor for the first ICASSP Student Career Luncheon that will take place at ICASSP 2013. MERL members will take part in the event to introduce MERL and talk with students interested in positions or internships.
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- Date: May 26, 2013
Where: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
MERL Contacts: Dehong Liu; Jianlin Guo; Anthony Vetro; Petros T. Boufounos; Jonathan Le Roux Brief - The papers "Stereo-based Feature Enhancement Using Dictionary Learning" by Watanabe, S. and Hershey, J.R., "Effectiveness of Discriminative Training and Feature Transformation for Reverberated and Noisy Speech" by Tachioka, Y., Watanabe, S. and Hershey, J.R., "Non-negative Dynamical System with Application to Speech and Audio" by Fevotte, C., Le Roux, J. and Hershey, J.R., "Source Localization in Reverberant Environments using Sparse Optimization" by Le Roux, J., Boufounos, P.T., Kang, K. and Hershey, J.R., "A Keypoint Descriptor for Alignment-Free Fingerprint Matching" by Garg, R. and Rane, S., "Transient Disturbance Detection for Power Systems with a General Likelihood Ratio Test" by Song, JX., Sahinoglu, Z. and Guo, J., "Disparity Estimation of Misaligned Images in a Scanline Optimization Framework" by Rzeszutek, R., Tian, D. and Vetro, A., "Screen Content Coding for HEVC Using Edge Modes" by Hu, S., Cohen, R.A., Vetro, A. and Kuo, C.C.J. and "Random Steerable Arrays for Synthetic Aperture Imaging" by Liu, D. and Boufounos, P.T. were presented at the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).
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- Date: Sunday, May 19, 2013 - Thursday, May 23, 2013
Location: Beijing, China
MERL Contact: Anthony Vetro Brief - Anthony Vetro is the Demo Co-chair of ISCAS 2013, the IEEE International Symposium on Circuits & Systems, to be held in Beijing, China, in May 2013.
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- Date: May 19, 2013
Where: IEEE International Symposium on Circuits and Systems (ISCAS)
MERL Contact: Anthony Vetro
Research Area: Digital Video
Brief - The paper "View Synthesis Prediction Using Skip and Merge Candidates for HEVC-based 3D Video Coding" by Zou, F., Tian, D. and Vetro, A. was presented at the IEEE International Symposium on Circuits and Systems (ISCAS).
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- Date: May 8, 2013
Where: Conference on Telecommunications (Conftele)
MERL Contact: Anthony Vetro
Research Area: Digital Video
Brief - The paper "Analysis of Depth Map Resampling Filters for Depth-based 3D Video Coding" by Graziosi, D.B., Rodrigues, N.M.M., de Faria, S.M.M., Tian, D. and Vetro, A. was presented at the Conference on Telecommunications (Conftele).
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- Date & Time: Friday, May 3, 2013; 12:00 PM
Speaker: Prof. Thrasyvoulos N. Pappas, Northwestern University
MERL Host: Anthony Vetro Abstract 
Texture is an important visual attribute both for human perception and image analysis systems. We present new structural texture similarity metrics and applications that critically depend on such metrics, with
emphasis on image compression and content-based retrieval. The new metrics account for human visual perception and the stochastic nature of textures. They rely entirely on local image statistics and allow substantial point-by-point deviations between textures that according to human judgment are similar or essentially identical.
We also present new testing procedures for objective texture similarity metrics. We identify three operating domains for evaluating the performance of such similarity metrics: the top of the similarity scale, where a monotonic relationship between metric values and subjective scores is desired; the ability to distinguish between perceptually similar and dissimilar textures; and the ability to retrieve "identical" textures. Each domain has different performance goals and requires different testing procedures. Experimental results similarity metrics demonstrate both the performance of the proposed metrics and the effectiveness of the proposed subjective testing procedures.
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- Date: May 1, 2013
Where: Emerging Technologies for 3D Video: Creation, Coding, Transmission and Rendering
MERL Contact: Anthony Vetro
Research Area: Digital Video
Brief - The article "Depth Based 3D Video Formats and Coding Technology" by Vetro, A. and Muller, K. was published in the book Emerging Technologies for 3D Video: Creation, Coding, Transmission and Rendering.
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- Date & Time: Thursday, March 21, 2013; 12:00 PM
Speaker: Prof. Antonio Ortega, University of Southern California
MERL Host: Anthony Vetro Abstract 
Graphs have long been used in a wide variety of problems, such analysis of social networks, machine learning, network protocol optimization, decoding of LDPCs or image processing. Techniques based on spectral graph theory provide a "frequency" interpretation of graph data and have proven to be quite popular in multiple applications.
In the last few years, a growing amount of work has started extending and complementing spectral graph techniques, leading to the emergence of "Graph Signal Processing" as a broad research field. A common characteristic of this recent work is that it considers the data attached to the vertices as a "graph-signal" and seeks to create new techniques (filtering, sampling, interpolation), similar to those commonly used in conventional signal processing (for audio, images or video), so that they can be applied to these graph signals.
In this talk, we first introduce some of the basic tools needed in developing new graph signal processing operations. We then introduce our design of wavelet filterbanks of graphs, which for the first time provides a multi-resolution, critically-sampled, frequency- and graph-localized transforms for graph signals. We conclude by providing several examples of how these new transforms and tools can be applied to existing problems. Time permitting, we will discuss applications to image processing, depth video compression, recommendation system design and network optimization.
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