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Michael Fahrmair

dblp:20/2846 · DBLP profile ↗
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11ranked-venue papers
0as first author
0since 2021 · last 2013
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Graphics, computer vision, multimedia, augmented reality and games · 5Computer networks · 2Human-computer interaction and ubiquitous computing · 1Applied, interdisciplinary, general and emerging computing · 1

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer graphics and multimedia
2 papers
Multimedia systems and quality of experience · 41% Image and video processing · 35% Multimedia analysis and retrieval · 18%
Computer networks
3 papers
Internet of things and sensor networks · 100%
Databases, data mining, and information retrieval
3 papers
Information retrieval · 100%

Topics — the 8 heaviest of 10, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Multimedia systems and quality of experience › multimedia synchronization
video synchronization
0.322013
Fully Automatic and Frame-Accurate Video Synchronization Using Bitrate Sequences · IEEE Trans. Multim. 2013
Consensus-based cross-correlation · ACM Multimedia 2011
Internet of things and sensor networks › iot architecture
web of things
0.222010
Real-Time Search for Real-World Entities: A Survey · Proc. IEEE 2010
Dyser: towards a real-time search engine for the web of things · SenSys 2008
Information retrieval
search engines
0.122010
Real-Time Search for Real-World Entities: A Survey · Proc. IEEE 2010
Dyser: towards a real-time search engine for the web of things · SenSys 2008
Image and video processing
cross-correlation
0.112011
Consensus-based cross-correlation · ACM Multimedia 2011
Multimedia analysis and retrieval
multimodal signal processing
0.112011
Consensus-based cross-correlation · ACM Multimedia 2011
Image and video processing › image matching
template matching
0.112011
Consensus-based cross-correlation · ACM Multimedia 2011
Information retrieval › search engines › semantic search
entity retrieval
0.112010
Real-Time Search for Real-World Entities: A Survey · Proc. IEEE 2010
Information retrieval
ranking
0.012009
Sensor ranking: A primitive for efficient content-based sensor search · IPSN 2009

Methods — techniques the papers use, named apart from their topics

design space classification · 0.2time series correlation · 0.2information theory · 0.2concor algorithm · 0.2sensor data integration · 0.2consensus-based cross-correlation · 0.1RANSAC · 0.1
YearPublicationVenuePosition
2013 Towards the design of an intuitive multi-view video navigation interface based on spatial information
abstract
A Multi-View Video (MVV) is a set of related videos that capture an interesting scene from different perspectives at overlapping times. The work at hand is concerned with the design of innovative user interfaces (UI) for viewing MVVs. As a first contribution four different MVV UIs are designed. While different in design, their common aim is to allow a pleasant viewing and perspective switching experience by reducing the cognitive effort associated with constructing a mental map of the scene. This is achieved by incorporating the spatial relationships of the available views in the UI elements. As a second contribution a quality model is developed and a methodical evaluation process is designed. This is used to evaluate and compare the UIs. In a third contribution we use principal component analysis (PCA) to reveal information about the perceptual quality space which helps validating our proposed quality model. Based on the findings, a series of conclusions for best design practices are provided.
Silviu Apostu, Anas Al-Nuaimi, Eckehard G. Steinbach, Michael Fahrmair, Xiaohang Song, Andreas Möller
Mobile HCI4
2013 Fully Automatic and Frame-Accurate Video Synchronization Using Bitrate Sequences
abstract
Video synchronization is an essential processing step in many multimedia applications, and various methods have been proposed in the literature each of which addresses the problem from a different point of vantage. In this article, we present an information theoretic approach to video synchronization, based on the state-of-the-art in hybrid video coding. Time series derived from the videos' instantaneous bitrate demand are correlated in a robust manner employing the recently published ConCor algorithm. We enhance ConCor with integrated normalization capabilities in order to improve its shape-oriented matching performance. Furthermore, we present a mathematical framework to derive the most suitable ConCor parameters given a specific class of input videos. In an extensive experimental analysis, we give an insight into the representation of synchronization-relevant scene changes with bitrate data, and examine the influence of encoding parameters on the synchronization performance. Experiments on diverse video input substantiate the reliable performance of our easy to implement, yet effective video synchronization algorithm which distinguishes itself in that it operates largely without manual intervention.
Florian Schweiger, Georg Schroth, Michael Eichhorn, Anas Al-Nuaimi, Burak Cizmeci, Michael Fahrmair, Eckehard G. Steinbach
IEEE Trans. Multim.6
2012 ConCor+: Robust and confident video synchronization using consensus-based Cross-correlation
abstract
Consensus-based Cross-correlation (ConCor) is a recently presented algorithm for robust synchronization of noisy and corrupted signals. ConCor has a number of interdependent parameters that need to be set correctly to guarantee good performance. In this paper we analyse the effects of the individual parameters on ConCor's behaviour and performance. As a second contribution, we show that a parameter sweep with subsequent majority voting can be used to boost ConCor's performance and produce a trustworthy confidence measure. As a final contribution we show how the proposed extension also allows performing multi-modal (joint audio-video) synchronization of casual multi-perspective video recordings enabling superior matching performance.
Anas Al-Nuaimi, Burak Cizmeci, Florian Schweiger, Roman Katz, Sinan Taifour, Eckehard G. Steinbach, Michael Fahrmair
MMSP7
2011 Consensus-based cross-correlation
abstract
Cross-correlation is a classical similarity measure with broad applications in multimedia signal processing. While it is robust against uncorrelated noise in the input signals, it is severely affected by systematic disturbances which lead to biased results. To overcome this limitation, we propose in this paper consensus-based cross-correlation (ConCor) to deal with heavily corrupted signal parts that derail regular cross-correlation. ConCor builds upon the widely adopted RANSAC algorithm to reliably identify and eliminate corrupt signal parts at limited additional complexity. Our approach is universal in that it can be combined with existing cross-correlation variants. We apply ConCor in two example applications, namely video synchronization and template matching. Our experimental results demonstrate the improved robustness and accuracy when compared to classical cross-correlation.
Florian Schweiger, Georg Schroth, Michael Eichhorn, Eckehard G. Steinbach, Michael Fahrmair
ACM Multimedia5
2010 Video synchronization using bit rate profiles
abstract
We present a novel approach for the temporal synchronization of multiple videos which is based on cross-correlating bit rate profiles. The proposed scheme determines the temporal offset without major restrictions on viewing angles, camera properties and camera motion. We propose two extensions of the basic algorithm which reduce the influence of camera motion and distracting background objects. Additionally, we describe how to optimally combine different bit rate components in order to further improve the reliability of the synchronization scheme. The proposed approach, when combined with the three extensions, leads to a reliable, robust, and frame accurate temporal alignment of videos at remarkably low complexity.
Georg Schroth, Florian Schweiger, Michael Eichhorn, Eckehard G. Steinbach, Michael Fahrmair, Wolfgang Kellerer
ICIP5
2010 Real-Time Search for Real-World Entities: A Survey
abstract
We are observing an increasing trend of connecting embedded sensors and sensor networks to the Internet and publishing their output on the Web. We believe that this development is a precursor of a Web of Things, which gives real-world objects and places a Web presence that not only contains a static description of these entities, but also their real-time state. Just as document searches have become one of the most popular services on the Web, we argue that the search for real-world entities (i.e., people, places, and things) will become equally important. However, in contrast to the mostly static documents on the current Web, the state of real-world entities as captured by sensors is highly dynamic. Thus, searching for real-world entities with a certain state is a challenging problem. In this paper, we define the underlying problem, outline the design space of possible solutions, and survey relevant existing approaches by classifying them according to their design space. We also present a case study of a real-world search engine called Dyser designed by the authors.
Kay Römer, Benedikt Ostermaier, Friedemann Mattern, Michael Fahrmair, Wolfgang Kellerer
Proc. IEEE4
2009 CAMP: A framework for Cooperation Among Mobile Prosumers
abstract
We propose a novel framework for cooperation among mobile prosumers (CAMP) that aims at establishing semantic relations between multimedia content acquired by mobile users, focussing especially on audio-visual media. We discuss the basic properties of such a system and describe a number of possible applications. We also address technical requirements and possible solutions, and show a preliminary implementation of a cooperative video sharing platform.
Florian Schweiger, Eckehard G. Steinbach, Michael Fahrmair, Wolfgang Kellerer
ICME3
2009 Sensor ranking: A primitive for efficient content-based sensor search
B. Maryam Elahi, Kay Römer, Benedikt Ostermaier, Michael Fahrmair, Wolfgang Kellerer
IPSN4
2008 Dyser: towards a real-time search engine for the web of things
abstract
The increasing penetration of the real world with embedded and globally networked sensors enables the formation of a Web of Things (WoT), where high-level state information derived from sensors is embedded into Web representations of real-world entities (e.g. places, objects, creatures). A key service for the WoT is searching for entities which exhibit a certain dynamic state at the time of the query, which is a challenging problem due to the dynamic nature of the sought state information and due to the potentially huge scale of the WoT. Below we report on our initial efforts to construct such a search engine and the underlying WoT.
Benedikt Ostermaier, B. Maryam Elahi, Kay Römer, Michael Fahrmair, Wolfgang Kellerer
SenSys4
2005 A generic framework for context aware and adaptation behaviour of reconfigurable systems
abstract
It is clear that the reconfiguration of mobile SDR terminals requires complex interactions between the mobile terminal and the network or application server entities. To enable mobile devices to utilize different radio access technologies and communication protocols depending on the requested application QoS and to enable development of context aware application that can adapt their level of functionality to dynamic radio resource restrictions like available bandwidth, delay and link interruptions, a generic software framework for adaptation and reconfiguration is necessary. In this paper we describe a generic technical and methodical framework for designing context awareness and adaptation behaviour that is based on formal methods, thus allowing for a sophisticated engineering approach in designing and implementing complex context aware adaptive systems. This framework supports the development of customized middleware, reconfigurable protocol stacks and adaptive application services for the three main phases of reconfiguration: profile and context management, adaptation decisions, and technical deployment.
Eiman Mohyeldin, Michael Fahrmair, Wassiou Sitou, Bernd Spanfelner
PIMRC2
2002 Dynamic classmarks for SDR equipment
abstract
The paper describes a dynamic classmark scheme based on a finite number of stages during a radio connection procedure for reconfigurable terminals in future multiple radio access technology environments. Based on the user profile, terminal profile and service profile that the user applies, features are clustered into different sets called classmarks. The classmarks are designed in a stage-based manner in order to realize the method of dynamically creating and triggering them. During the reconfiguration, radio link establishment and communication processes, the number of stages is adaptive to the access frequency and priorities of the necessary features required by the network. Thanks to this approach, the signaling burden is highly reduced in the radio network. Therefore, the efficiency of radio resource management is improved.
Eiman Mohyeldin, Markus Dillinger, Jijun Luo, Martin Weckerle, Peter Dornbusch, Michael Fahrmair, Chris Salzmann
PIMRC6