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Tuesday, December 20, 2011

ICMR 2012

Effectively and efficiently retrieving information based on user needs is one of the most exciting areas in multimedia research. The Annual ACM International Conference on Multimedia Retrieval (ICMR) offers a great opportunity for exchanging leading-edge multimedia retrieval ideas among researchers, practitioners and other potential users of multimedia retrieval systems. This conference, puts together the long-lasting experience of former ACM CIVR and ACM MIR series, is set up to illuminate the state of the arts in multimedia (text, image, video and audio) retrieval.

ACM ICMR 2012 is soliciting original high quality papers addressing challenging issues in the broad field of multimedia retrieval. See the call-for-papers page for a detailed list of interested topics.

Paper Submission Deadline: January 15, 2012

http://www.icmr2012.org/

Monday, December 19, 2011

sFly: Search and Rescue of Victims in GPS-Denied Environments (no Vicon, no Laser, No GPS!)

Final demo of the sFly European Project (2009-2011). This demo simulate a search and rescue in an outdoor GPS-denied factory environment. No laser, no GPS are used for navigation and mapping, but just a single camera and IMU onboard each vehicle. All the processing runs onboard, on a Core2Duo.
Three quadrocopters take off using visual SLAM, explore the environment, build a 3D map of it, and use it to localize themselves and potential victims by measuring the signal strengths of WiseNodes carried by each victim.

MPEG news: a report from the 98th meeting, Geneva, Switzerland

Re-Print from http://multimediacommunication.blogspot.com/ (Author: Christian Timmerer)

MPEG news from its 98th meeting in Geneva, Switzerland with less than 140 characters and a lot of acronyms. The official press release is, as usual,here. As you can see from the press release, MPEG produced significant results, namely:

  • MPEG Dynamic Adaptive Streaming over HTTP (DASH) ratified
  • 3D Video Coding: Evaluation of responses to Call for Proposals
  • MPEG royalty free video coding: Internet Video Coding (IVC) + Web Video Coding (WebVC)
  • High Efficiency Coding and Media Delivery in Heterogeneous Environments:MPEG-H comprising MMT, HEVC, 3DAC
  • Compact Descriptors for Visual Search (CDVS): Evaluation of responses to the Call for Proposals
  • Call for requirements: Multimedia Preservation Description Information (MPDI)
  • MPEG Augmented Reality (AR)

As you can see, a long list of achievements within a single meeting but let's dig inside. For each topic I've also tried to provide some research issues which I think are worth to investigate both inside and outside MPEG. 

MPEG Dynamic Adaptive Streaming over HTTP (DASH): DASH=IS ✔

As the official press release states, the MPEG ratifies its draft standard for DASH and it comes better, the standard should become publicly available which I expect to happen somewhat early next year, approx. March 2012, or maybe earlier. I say "should" because there is no guarantee that this will actually happen but signs are good. In the meantime, feel free using our software to play around and we expect to update it to the latest version of the standard as soon as possible. Finally, IEEE Computer Society Computing Now has put together a theme on Video for the Universal Web featuring DASH.
Research issues: performance, bandwidth estimation, request scheduling (aka adaptation logic), and Quality of Service/Experience.

3D Video Coding: 3DVC=CfP eval ✔

MPEG evaluated more than 20 proposals submitted as a response to the call issued back in April 2011. The evaluation of the proposal comprised subjective quality assessments conducted by 13 highly qualified test laboratories distributed around the world and coordinated by the COST Action IC1003 QUALINET. The report of the subjective test results from the call for proposals on 3D video coding will be available by end of this week. MPEG documented the standardization tracks considered in 3DVC (i.e., compatible with MVC, AVC base-view, HEVC, ...) and agreed on a common software based on the best-performing proposals.
Research issues: encoding efficiency of 3D depth maps and compatibility for the various target formats (AVC, MVC, HEVC) as well as depth map estimation at the client side.

MPEG royalty free video coding: IVC vs. WebVC

In addition to the evaluation of the responses to the call for 3DVC, MPEG also evaluated the responses to the Internet Video Coding call. Based on the responses, MPEG decided to follow up with two approaches namely Internet Video Coding (IVC) and Web Video Coding (WebVC). The former - IVC - is based on MPEG-1 technology which is assumed to be royalty-free. However, it requires some performance boosts in order to make it ready for the Internet. MPEG's approach is a common platform called Internet video coding Test Model (ITM) which serves as the basis for further improvements. The latter - WebVC - is based on the AVC constrained baseline profile which performance is well-known and satisfactory but, unfortunately, it is not clear which patents of the AVC patent pool apply to this profile. Hence, a working draft (WD) of WebVC will be provided (also publicly available) in order to get patent statements from companies. The WD will be publicly available by December 19th.
Further information:

Research issues: coding efficiency with using only royalty free coding tools whereby the optimization is first towards royalties and then efficiency.

MPEG-H

A new star is born which is called MPEG-H referred to as "High Efficiency Coding and Media Delivery in Heterogeneous Environments" comprising three parts: Pt. 1 MMT, Pt. 2 HEVC, Pt. 3 3D Audio. There's a document called context and objective of MPEG-H but I can't find out whether it's public (I come back later on this).

Part 1: MMT (MPEG Media Transport) is progressing (slowly) but a next step should be definitely to check the relationship of MMT and DASH for which an Ad-hoc Group has been established (N12395), subscribe here, if interested.
Research issues: very general at the moment, what is the best delivery method (incl. formats) for future multimedia applications? Answer: It depends, ... ;-)
Part 2: HEVC (High-Efficiency Video Coding) made significant progress at the last meeting, in particular: only one entropy coder (note: AVC has two, CABAC and CAVLC which are supported in different profiles), 8 bit decoding (could be also 10 bit, probably done in some profiles), specific integer transform, stabilized and more complete high-level syntax and HRD description (i.e., reference picture buffering, tiles, slices, and wavefronts enabling parallel decoding process). Finally, a prototype has been demonstrated decoding HEVC in software on an iPad 2 at WVGA resolution and the 10min Big Buck Bunny sequence at SD resolution with avg. 800 kbit/s which clearly outperformed the corresponding AVC versions.
Research issues: well, coding efficiency, what else? The ultimative goal to have a performance gain of more than 50% compared to the predecessor which is AVC.

Part 3: 3D Audio Coding (3DAC) is in its early stages but there will be an event during San Jose meeting which will be announced here. As of now, use cases are provided (home theatre, personal TV, smartphone TV, multichannel TV) as well as candidate requirements and evaluation methods. One important aspect seems to be user experience for highly immersive audio (i.e., 22.2, 10.2, 5.1) including bitstream adaptation for low-bandwidth and low-complexity.
Research issues: sorry, I'm not really an audio guy but I assume it's coding efficiency, specifically for 22.2 channels ;-)

Compact Descriptors for Visual Search (CDVS)


For CDVS, responses to the call for proposals (from 10 companies/institutions) have been evaluated and a test model has been established based on the best performing proposals. The next steps include the improvement of the test model towards for inclusion in the MPEG-7 standard.
Research issues: descriptor efficiency for the intended application as well as precision on the information retrieval results.

Multimedia Preservation Description Information (MPDI)


The aim of this new work item is to provide "standard technology helping users to preserve digital multimedia that is used in many different domains, including cultural heritage, scientific research, engineering, education and training, entertainment, and fine arts for long-term across system, organizational, administrative and generational boundaries". It comes along with two public documents, the current requirements and a call for requirements which are due at the 100th MPEG meeting in April 2002.
Research issues: What and how to preserve digital multimedia information?

Augmented Reality (AR)

MPEG's newest project is on Augmented Reality (AR), starting with an application format for which a working draft exists. Furthermore, draft requirements and use cases are available. These three documents will be available on Dec 31st.
Research issues: N/A

Re-Print from http://multimediacommunication.blogspot.com/ (Author: Christian Timmerer)

Saturday, December 17, 2011

Free Access to selected highly cited papers from IJPRAI

World Scientific announce a free access to selected highly cited papers in the International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI). This is valid till 31 December 2011 so do take advantage of the access today!

Selected highly cited papers



ROBUST OBJECT TRACKING USING JOINT COLOR-TEXTURE HISTOGRAM
Abstract | Full Text - Free Access (PDF, 1673KB) | References - Free Access
INTELLIGENT SURVEILLANCE BASED ON NORMALITY ANALYSIS TO DETECT ABNORMAL BEHAVIORS
Abstract | Full Text - Free Access (PDF, 1820KB) | References - Free Access
FACIAL BIOMETRICS USING NONTENSOR PRODUCT WAVELET AND 2D DISCRIMINANT TECHNIQUES
Abstract | Full Text - Free Access (PDF, 885KB)) | References - Free Access
FACE DETECTION AND RECOGNITION USING MAXIMUM LIKELIHOOD CLASSIFIERS ON GABOR GRAPHS
Abstract | Full Text - Free Access (PDF, 1646KB) | References - Free Access
PRECISE EYE AND MOUTH LOCALIZATION
Abstract | Full Text - Free Access (PDF, 1692KB) | References - Free Access
ACCURATE IMAGE RETRIEVAL BASED ON COMPACT COMPOSITE DESCRIPTORS AND RELEVANCE FEEDBACK INFORMATION
Abstract | Full Text - Free Access (PDF, 2471KB) | References - Free Access

PLANT LEAF IDENTIFICATION BASED ON VOLUMETRIC FRACTAL DIMENSION
Abstract | Full Text - Free Access (PDF, 1495KB) | References - Free Access

GRAPH CLASSIFICATION BASED ON VECTOR SPACE EMBEDDING
Abstract | Full Text - Free Access (PDF, 2283KB) | References - Free Access
K-MEANS CLUSTERING FOR PROBLEMS WITH PERIODIC ATTRIBUTES
Abstract | Full Text - Free Access (PDF, 1214KB) | References - Free Access
CLASSIFICATION OF IMBALANCED DATA: A REVIEW
Abstract | Full Text - Free Access (PDF, 1232KB) | References - Free Access

ACRI 2012 Santorini Island, Greece, 24-27 September 2012

Cellular automata (CA) present a very powerful approach to the study of spatio-temporal systems where complex phenomena build up out of many simple local interactions. They account often for real phenomena or solutions of problems, whose high complexity could unlikely be formalised in different contexts.

Furthermore parallelism and locality features of CA allow a straightforward and extremely easy parallelisation, therefore an immediate implementation on parallel computing resources. These characteristics of the CA research resulted in the formation of interdisciplinary research teams. These teams produce remarkable research results and attract scientists from different fields.

The main goal of the 10th edition of ACRI 2012 Conference (Cellular Automata for Research and Industry) is to offer both scientists and engineers in academies and industries an opportunity to express and discuss their views on current trends, challenges, and state-of-the art solutions to various problems in the fields of arts, biology, chemistry, communication, cultural heritage, ecology, economy, geology, engineering, medicine, physics, sociology, traffic control, etc.

Topics of either theoretical or applied interest about CA and CA-based models and systems include but are not limited to:

  • Algebraic properties and generalization
  • Complex systems
  • Computational complexity
  • Dynamical systems
  • Hardware circuits, architectures, systems and applications
  • Modeling of biological systems
  • Modeling of physical or chemical systems
  • Modeling of ecological and environmental systems
  • Image Processing and pattern recognition
  • Natural Computing Quantum Cellular Automata
  • Parallelism

This edition of the ACRI conference also hosts workshops on recent and important research topics on theory and applications of Cellular Automata like the following: Crowds and Cellular Automata (3rd edition), Asynchronicity and Traffic and Cellular Automata.

http://acri2012.duth.gr/

Sunday, December 4, 2011

Terrain Surveillance Coverage using Cognitive Adaptive Optimization

A centralized cognitive‐based adaptive methodology for optimal surveillance coverage using swarms of MAVs has been developed, mathematically analyzed and tested using extensive simulation experiments. The methodology has been successfully tested on a large variety of 2D and 3D non‐convex unknown environments. Moreover, the methodology has been applied using real‐data from the Birmensdorf test area and the ETHZ’s hospital area. A decentralized version of the methodology has been also proposed and evaluated for the 2D case.

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