Deepak S. Turaga

Eric Bouillet, Ravi Kothari, Vibhore Kumar, Laurent Mignet, Senthil Nathan, Anand Ranganathan, Deepak S. Turaga, Octavian Udrea, Olivier Verscheure: Processing 6 billion CDRs/day: from research to production (experience report). DEBS 2012: 264-267

Nikolaos M. Freris, Michail Vlachos, Deepak S. Turaga: Cluster-Aware Compression with Provable K-means Preservation. SDM 2012: 82-93

Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar: Foresighted tree configuration games in resource constrained distributed stream mining sensors. Ad Hoc Networks 9(4): 497-513 (2011)

Brian Foo, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar, Lisa Amini: Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems. IEEE Trans. Circuits Syst. Video Techn. 21(3): 245-258 (2011)

Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han: A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. ICDM 2011: 1050-1055

Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han: Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. INFOCOM 2011: 181-185

Mohammad Shikh-Bahaei, Hyunggon Park, Dilip Krishnaswamy, Deepak S. Turaga: Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications. EURASIP J. Wireless Comm. and Networking 2010 (2010)

Raphael Ducasse, Deepak S. Turaga, Mihaela van der Schaar: Adaptive Topologic Optimization for Large-Scale Stream Mining. J. Sel. Topics Signal Processing 4(3): 620-636 (2010)

Deepak S. Turaga, Henrique Andrade, Bugra Gedik, Chitra Venkatramani, Olivier Verscheure, Jeffrey David Harris, John Cox, William Szewczyk, Paul Jones: Design principles for developing stream processing applications. Softw., Pract. Exper. 40(12): 1073-1104 (2010)

Alain Biem, Bruce G. Elmegreen, Olivier Verscheure, Deepak S. Turaga, Henrique Andrade, Tim Cornwell: A streaming approach to radio astronomy imaging. ICASSP 2010: 1654-1657

Deepak S. Turaga, Hyunggon Park, Rong Yan, Olivier Verscheure: Adaptive Multimedia Mining on Distributed Stream Processing Systems. ICDM Workshops 2010: 1419-1422

Raphael Ducasse, Deepak S. Turaga, Mihaela van der Schaar: Ordering of stream mining classifiers. ICIP 2010: 3177-3180

Scott Pakin, Craig B. Stunkel, Jose Flich, Henrique Andrade, Vibhore Kumar, Deepak S. Turaga: Welcome to CAC/SSPS 2010. IPDPS Workshops 2010: 1

Manoj K. Garg, Duk-Jin Kim, Deepak S. Turaga, Balakrishnan Prabhakaran: Multimodal analysis of body sensor network data streams for real-time healthcare. Multimedia Information Retrieval 2010: 469-478

Deepak S. Turaga, Mihaela van der Schaar: Designing and optimizing large-scale multimedia mining applications in distributed processing environments. ACM Multimedia 2010: 1787-1788

Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar: A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies. ICASSP 2009: 1585-1588

Hyunggon Park, Deepak S. Turaga, Olivier Verscheure, Mihaela van der Schaar: Tree configuration games for distributed stream mining systems. ICASSP 2009: 1773-1776

Lars K. S. Daldorff, Deepak S. Turaga, Olivier Verscheure, Alain Biem: Direction of Arrival estimation using single tripole radio antenna. ICASSP 2009: 2149-2152

Deepak S. Turaga, Michail Vlachos, Olivier Verscheure: On K-Means Cluster Preservation Using Quantization Schemes. ICDM 2009: 533-542

Deepak S. Turaga, Rong Yan: Resource-adaptive semantic concept detection using ensemble classifiers. ICME 2009: 410-413

Deepak S. Turaga, Rong Yan, Olivier Verscheure, Brian Foo, Fangwen Fu, Hyunggon Park, Mihaela van der Schaar: Resource-adaptive multimedia analysis on stream mining systems. ICME 2009: 1584-1585

ErHeng Zhong, Wei Fan, Jing Peng, Kun Zhang, Jiangtao Ren, Deepak S. Turaga, Olivier Verscheure: Cross domain distribution adaptation via kernel mapping. KDD 2009: 1027-1036

Chia-Wen Lin, Enrico Magli, Deepak S. Turaga, Pascal Frossard: Special issue on resource-aware adaptive video streaming. J. Visual Communication and Image Representation 19(8): 471-472 (2008)

Mihaela van der Schaar, Deepak S. Turaga, Ritesh Sood: Stochastic Optimization for Content Sharing in P2P Systems. IEEE Transactions on Multimedia 10(1): 132-144 (2008)

Deepak S. Turaga, Olivier Verscheure, Daby M. Sow, Lisa Amini: Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. BIOSIGNALS (2) 2008: 96-103

Nikhil Bansal, Ranjita Bhagwan, Navendu Jain, Yoonho Park, Deepak S. Turaga, Chitra Venkatramani: Towards Optimal Resource Allocation in Partial-Fault Tolerant Applications. INFOCOM 2008: 1319-1327

Deepak S. Turaga, Brian Foo, Olivier Verscheure, Rong Yan: Configuring topologies of distributed semantic concept classifiers for continuous multimedia stream processing. ACM Multimedia 2008: 289-298

Nicholas Mastronarde, Deepak S. Turaga, Mihaela van der Schaar: Collaborative resource exchanges for peer-to-peer video streaming over wireless mesh networks. IEEE Journal on Selected Areas in Communications 25(1): 108-118 (2007)

Mihaela van der Schaar, Deepak S. Turaga: Cross-Layer Packetization and Retransmission Strategies for Delay-Sensitive Wireless Multimedia Transmission. IEEE Transactions on Multimedia 9(1): 185-197 (2007)

Ivy H. Tseng, Olivier Verscheure, Deepak S. Turaga, Upendra V. Chaudhari: Optimized one-bit quantization for adapted GMM-based speaker verification. INTERSPEECH 2007: 786-789

Mihaela van der Schaar, Deepak S. Turaga, Thomas Stockhammer: MPEG-4 Beyond Conventional Video Coding: Object Coding, Resilience, and Scalability. Synthesis Lectures on Image, Video, and Multimedia Processing, Morgan & Claypool Publishers 2006

Mihaela van der Schaar, Deepak S. Turaga, Raymond Wong: Classification-Based System For Cross-Layer Optimized Wireless Video Transmission. IEEE Transactions on Multimedia 8(5): 1082-1095 (2006)

Deepak S. Turaga, Krishna Ratakonda, Junwen Lai: QoS Support for Media Broadcast in a Services Oriented Architecture. IEEE SCC 2006: 127-134

Michail Vlachos, Deepak S. Turaga, Philip S. Yu: Resource Adaptive Periodicity Estimation of Streaming Data. EDBT 2006: 23-40

Krishna Ratakonda, Deepak S. Turaga, Junwen Lai: QoS Support for Streaming Media using a Multimedia Server Cluster. GLOBECOM 2006

Deepak S. Turaga, Olivier Verscheure, Upendra V. Chaudhari, Lisa Amini: Resource Management for Networked Classifiers in Distributed Stream Mining Systems. ICDM 2006: 1102-1107

Nicholas Mastronarde, Deepak S. Turaga, Mihaela van der Schaar: Collaborative Resource Management for Video Over Wireless Multi-Hop Mesh Networks. ICIP 2006: 1297-1300

Deepak S. Turaga, Mihaela van der Schaar, Yiannis Andreopoulos, Adrian Munteanu, Peter Schelkens: Unconstrained motion compensated temporal filtering (UMCTF) for efficient and flexible interframe wavelet video coding. Sig. Proc.: Image Comm. 20(1): 1-19 (2005)

Deepak S. Turaga, Mihaela van der Schaar, Béatrice Pesquet-Popescu: Complexity scalable motion compensated wavelet video encoding. IEEE Trans. Circuits Syst. Video Techn. 15(8): 982-993 (2005)

Deepak S. Turaga, Mihaela van der Schaar: Cross-layer aware packetization strategies for optimized wireless multimedia transmission. ICIP (1) 2005: 777-780

Deepak S. Turaga, Mihaela van der Schaar, Krishna Ratakonda: Enterprise multimedia streaming: issues, background and new developments. ICME 2005: 956-961

Deepak S. Turaga, Ahmed Abd El Al, Chitra Venkatramani, Olivier Verscheure: Adaptive Live Streaming Over Enterprise Networks. ICME 2005: 974-979

Raymond S. Wong, Mihaela van der Schaar, Deepak S. Turaga: Optimized wireless video transmission using classification. ICME 2005: 992-995

Deepak S. Turaga, Yingwei Chen, Jorge E. Caviedes: No reference PSNR estimation for compressed pictures. Sig. Proc.: Image Comm. 19(2): 173-184 (2004)

Mihaela van der Schaar, Deepak S. Turaga, Venkatesh Akella: Rate-distortion-complexity adaptive video compression and streaming. ICIP 2004: 2051-2054

Deepak S. Turaga, Tsuhan Chen: On Probability Density for Modeling Video Traffic. VLSI Signal Processing 34(1-2): 111-124 (2003)

Deepak S. Turaga, Mihaela van der Schaar, Béatrice Pesquet-Popescu: Temporal prediction and differential coding of motion vectors in the MCTF framework. ICIP (2) 2003: 57-60

Deepak S. Turaga, Mihaela van der Schaar: Multiple description scalable coding using wavelet-based motion compensated temporal filtering. ICIP (3) 2003: 489-492

Deepak S. Turaga, Mihaela van der Schaar: Reduced complexity spatio-temporal scalable motion compensated wavelet video encoding. ICME 2003: 561-564

Mihaela van der Schaar, Deepak S. Turaga: Unconstrained motion compensated temporal filtering (UMCTF) framework for wavelet video coding. ICME 2003: 581-584

Deepak S. Turaga, Mihaela van der Schaar: Content-adaptive filtering in the UMCTF framework. ICME 2003: 821-824

Deepak S. Turaga, Tsuhan Chen: Model-based error concealment for wireless video. IEEE Trans. Circuits Syst. Video Techn. 12(6): 483-495 (2002)

Deepak S. Turaga, Yingwei Chen, Jorge E. Caviedes: No reference PSNR estimation for compressed pictures. ICIP (3) 2002: 61-64

Deepak S. Turaga, Tsuhan Chen: Face recognition using mixtures of principal components. ICIP (2) 2002: 101-104

Deepak S. Turaga, Tsuhan Chen: Estimation and mode decision for spatially correlated motion sequences. IEEE Trans. Circuits Syst. Video Techn. 11(10): 1098-1107 (2001)

Deepak S. Turaga, Tsuhan Chen: Classification based mode decisions for video over network. IEEE Transactions on Multimedia 3(1): 41-52 (2001)

Deepak S. Turaga, Tsuhan Chen: I/P frame selection using classification based mode decision. ICIP (3) 2001: 550-553

Deepak S. Turaga, Tsuhan Chen: Activity-Adaptive Modeling of Dynamic Multimedia Traffic. IEEE International Conference on Multimedia and Expo (III) 2000: 1305-1308