Browsing by Author "Hamzaoui, Raouf"
Now showing items 1-20 of 41
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Acoustic scene classification: from a hybrid classifier to deep learning
Vafeiadis, Anastasios; Kalatzis, Dimitrios; Votis, Konstantinos; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf (Conference)This report describes our contribution to the 2017 Detection and Classification of Acoustic Scenes and Events (DCASE) challenge. We investigated two approaches for the acoustic scene classification task. Firstly, we ... -
Adaptive unicast video streaming with rateless codes and feedback.
Ahmad, Shakeel; Hamzaoui, Raouf; Al-Akaidi, Marwan, 1959- (Article)Video streaming over the Internet and packet-based wireless networks is sensitive to packet loss, which can severely damage the quality of the received video. To protect the transmitted video data against packet loss, ... -
Audio Content Analysis for Unobtrusive Event Detection in Smart Homes
Vafeiadis, Anastasios; Votis, Konstantinos; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf (Article)Environmental sound signals are multi-source, heterogeneous, and varying in time. Many systems have been proposed to process such signals for event detection in ambient assisted living applications. Typically, these systems ... -
Audio-based Event Recognition System for Smart Homes
Vafeiadis, Anastasios; Votis, Konstantinos; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf (Conference)Building an acoustic-based event recognition system for smart homes is a challenging task due to the lack of high-level structures in environmental sounds. In particular, the selection of effective features is still an ... -
Bayesian Early Mode Decision Technique for View Synthesis Prediction-Enhanced Multiview Video Coding
View synthesis prediction (VSP) is a codingmode that predicts video blocks from synthesised frames. It is particularly useful in a multi-camera setup with large inter-camera distances. Adding a VSP-based SKIP mode to a ... -
Branch and bound algorithms for rate-distortion optimized media streaming
Hamzaoui, Raouf; Cardinal, J.; Röder, M. (Article)We consider the problem of rate-distortion optimized streaming of packetized multimedia data over a single quality-of-service network using feedback and retransmissions. For a single data unit, we prove that the problem ... -
The community network game project: Enriching online gamers experience with user generated content.
Ahmad, Shakeel; Bouras, Christos; Hamzaoui, Raouf; Papazois, Andreas; Perelman, Erez; Shani, Alex; Simon, Gwendal; Tsichritzis, George (Conference)One of the most attractive features of Massively Multiplayer Online Games (MMOGs) is the possibility for users to interact with a large number of other users in a variety of collaborative and competitive situations. Gamers ... -
Community tools for massively multiplayer online games
Ahmad, Shakeel; Bouras, Christos; Hamzaoui, Raouf; Liu, Jiayi; Papazois, Andreas; Perelman, Erez; Shani, Alex; Simon, Gwendal; Tsichritzis, George (Article)One of the most attractive features of Massively Multiplayer Online Games (MMOGs) is the possibility for users to interact with a large number of other users in a variety of collaborative and competitive situations. Gamers ... -
Comparing CNN and Human Crafted Features for Human Activity Recognition
Cruciani, Federico; Vafeiadis, Anastasios; Nugent, Chris; Cleland, Ian; McCullagh, Paul; Votis, Konstantinos; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf (Conference)Deep learning techniques such as Convolutional Neural Networks (CNNs) have shown good results in activity recognition. One of the advantages of using these methods resides in their ability to generate features automatically. ... -
Efficient rate-distortion optimized media streaming for tree-structured packet dependencies
Hamzaoui, Raouf; Cardinal, J.; Röder, M. (Article)When streaming packetized media data over a lossy packet network, it is desirable to use transmission strategies that minimize the expected distortion subject to a constraint on the expected transmission rate. Because the ... -
Energy-based decision engine for household human activity recognition
Vafeiadis, Anastasios; Vafeiadis, Thanasis; Zikos, Stelios; Krinidis, Stelios; Votis, Konstantinos; Giakoumis, Dimitrios; Ioannidis, Dimosthenis; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf (Conference)We propose a framework for energy-based human activity recognition in a household environment. We apply machine learning techniques to infer the state of household appliances from their energy consumption data and use ... -
Error resilient packet-switched video telephony with adaptive rateless coding and reference picture selection.
Dawood, Muneeb; Hamzaoui, Raouf; Ahmad, Shakeel; Al-Akaidi, Marwan, 1959- (Conference)Providing high-quality video for packet-switched wireless video telephony on hand-held devices is a challenging task due to packet loss, limited available bandwidth, and complexity constraints. We propose a low-complexity ... -
Error-resilient packet switched H.264 mobile video telephony with LT coding and reference picture selection.
Dawood, Muneeb; Hamzaoui, Raouf; Ahmad, Shakeel; Al-Akaidi, Marwan, 1959- (Conference)Packet switched video telephony over wireless networks for hand-held devices requires low-delay, low-complexity error control mechanisms to deal with packet loss. We present an efficient solution for 3G networks based ... -
Error-resilient packet-switched mobile video telephony with channel-adaptive rateless coding and early reference picture selection
Providing high-quality video for packet-switched wireless video telephony on handheld devices is a challenging task due to packet loss, varying bandwidth, and end-to-end delay constraints. While many error resilience ... -
Evaluating P2P Live Streaming Systems: the CNG Case
Ahmad, Shakeel; Bouras, Christos; Buyukkaya, Eliya; Hamzaoui, Raouf; Kapoulas, Vaggelis; Papazois, Andreas; Shani, Alex; Simon, Gwendal (Conference)Many peer-to-peer (P2P) systems have been proposed for the provision of scalable live video streaming services over the Internet. While the literature contains surveys of the architectures of these systems, there is a ... -
Image-based Text Classification using 2D Convolutional Neural Networks
Merdivan, Erinç; Vafeiadis, Anastasios; Kalatzis, Dimitrios; Hanke, Sten; Kropf, Johannes; Votis, Konstantinos; Giakoumis, Dimitrios; Tzovaras, Dimitrios; Chen, Liming; Hamzaoui, Raouf; Geist, Matthieu (Conference)We propose a new approach to text classification in which we consider the input text as an image and apply 2D Convolutional Neural Networks to learn the local and global semantics of the sentences from the variations ... -
Inter-frame retransmission for video surveillance over WIMAX
Suherman; Al-Akaidi, Marwan, 1959-; Hamzaoui, Raouf (Conference)Video surveillance is an important application for activity and security monitoring. Surveillance application can take advantage of wireless infrastructure which provides installation flexibility and terminal mobility. ... -
Interactive subjective study on picture-level just noticeable difference of compressed stereoscopic images
Fan, Chunling; Zhang, Yun; Hamzaoui, Raouf; Jiang, Qingshan (Conference)The Just Noticeable Difference (JND) reveals the minimum distortion that the Human Visual System (HVS) can perceive. Traditional studies on JND mainly focus on background luminance adaptation and contrast masking. ...