IEEE Journal of Selected Topics in Signal Processing, Volume 7 (original) (raw)

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Volume 7, Number 1, February 2013

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    Venkatesh Saligrama, Ery Arias-Castro, Rama Chellappa, Alfred O. Hero III, Robert D. Nowak, Venugopal V. Veeravalli:
    Introduction to the issue on anomalous pattern discovery for spatial, temporal, networked, and high-dimensional signals. 1-3
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    Alexander G. Tartakovsky, Aleksey S. Polunchenko, Grigory Sokolov:
    Efficient Computer Network Anomaly Detection by Changepoint Detection Methods. 4-11
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    Yao Xie, Jiaji Huang, Rebecca Willett:
    Change-Point Detection for High-Dimensional Time Series With Missing Data. 12-27
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    David A. Clifton, Lei A. Clifton, Samuel Hugueny, David Wong, Lionel Tarassenko:
    An Extreme Function Theory for Novelty Detection. 28-37
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    Randy C. Paffenroth, Philip du Toit, Ryan Nong, Louis Scharf, Anura P. Jayasumana, Vidarshana W. Bandara:
    Space-Time Signal Processing for Distributed Pattern Detection in Sensor Networks. 38-49
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    Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis:
    Dynamic Anomalography: Tracking Network Anomalies Via Sparsity and Low Rank. 50-66
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    Youngser Park, Carey E. Priebe, Abdou Youssef:
    Anomaly Detection in Time Series of Graphs using Fusion of Graph Invariants. 67-75
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    Mustafa Fanaswala, Vikram Krishnamurthy:
    Detection of Anomalous Trajectory Patterns in Target Tracking via Stochastic Context-Free Grammars and Reciprocal Process Models. 76-90
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    Yingying Zhu, Nandita M. Nayak, Amit K. Roy-Chowdhury:
    Context-Aware Activity Recognition and Anomaly Detection in Video. 91-101
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    Maria Andersson, Fredrik Gustafsson, Louis St-Laurent, Donald Prévost:
    Recognition of Anomalous Motion Patterns in Urban Surveillance. 102-110
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    Gal Mishne, Israel Cohen:
    Multiscale Anomaly Detection Using Diffusion Maps. 111-123
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    Valentino Crespi, George Cybenko, Annarita Giani:
    Engineering Statistical Behaviors for Attacking and Defending Covert Channels. 124-136
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    Charles M. Laymon, James E. Bowsher:
    Anomaly Detection and Artifact Recovery in PET Attenuation-Correction Images Using the Likelihood Function. 137-146
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    Vicente P. Minotto, Carlos B. O. Lopes, Jacob Scharcanski, Cláudio Rosito Jung, Bowon Lee:
    Audiovisual Voice Activity Detection Based on Microphone Arrays and Color Information. 147-156

Volume 7, Number 2, April 2013

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    Ali H. Sayed, Sergio Barbarossa, Sergios Theodoridis, Isao Yamada:
    Introduction to the issue on adaptation and learning over complex networks. 161-162
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    Xabier Insausti, Fernando Camaro, Pedro M. Crespo, Baltasar Beferull-Lozano, Jesús Gutiérrez-Gutiérrez:
    Distributed Pseudo-Gossip Algorithm and Finite-Length Computational Codes for Efficient In-Network Subspace Projection. 163-174
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    Amitav Mukherjee:
    Diffusion of Cooperative Behavior in Decentralized Cognitive Radio Networks With Selfish Spectrum Sensors. 175-183
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    Xiaohan Wang, Zhaoqun Chen, Pengfei Liu, Yuantao Gu:
    Edge Balance Ratio: Power Law From Vertices to Edges in Directed Complex Network. 184-194
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    Mohammadreza Doostmohammadian, Usman A. Khan:
    On the Genericity Properties in Distributed Estimation: Topology Design and Sensor Placement. 195-204
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    Jianshu Chen, Ali H. Sayed:
    Distributed Pareto Optimization via Diffusion Strategies. 205-220
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    Soomin Lee, Angelia Nedic:
    Distributed Random Projection Algorithm for Convex Optimization. 221-229
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    Na Li, Jason R. Marden:
    Designing Games for Distributed Optimization. 230-242
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    Renato L. G. Cavalcante, Slawomir Stanczak:
    A Distributed Subgradient Method for Dynamic Convex Optimization Problems Under Noisy Information Exchange. 243-256
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    Symeon Chouvardas, Konstantinos Slavakis, Sergios Theodoridis:
    Trading off Complexity With Communication Costs in Distributed Adaptive Learning via Krylov Subspaces for Dimensionality Reduction. 257-273
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    Yunlong Wang, Petar M. Djuric:
    A Gossip Method for Optimal Consensus on a Binary State From Binary Actions. 274-283
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    Matthew S. Nokleby, Waheed U. Bajwa, A. Robert Calderbank, Behnaam Aazhang:
    Toward Resource-Optimal Consensus Over the Wireless Medium. 284-295
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    Florian Dörfler, Fabio Pasqualetti, Francesco Bullo:
    Continuous-Time Distributed Observers With Discrete Communication. 296-304
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    Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran, Stephen D. Howard:
    Learning in Hierarchical Social Networks. 305-317
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    Tian Wang, Hamid Krim, Yannis Viniotis:
    A Generalized Markov Graph Model: Application to Social Network Analysis. 318-332
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    Vikram Krishnamurthy, Maziyar Hamdi:
    Mis-Information Removal in Social Networks: Constrained Estimation on Dynamic Directed Acyclic Graphs. 333-346
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    Babak Fotouhi, Michael G. Rabbat:
    The Effect of Exogenous Inputs and Defiant Agents on Opinion Dynamics With Local and Global Interactions. 347-357
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    Pooya Molavi, Ali Jadbabaie, Kamiar Rahnama Rad, Alireza Tahbaz-Salehi:
    Reaching Consensus With Increasing Information. 358-369

Volume 7, Number 3, June 2013

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    Mahendra Mallick, Ba-Ngu Vo, Thia Kirubarajan, Sanjeev Arulampalam:
    Introduction to the issue on multitarget tracking. 373-375
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    Ronald P. S. Mahler:
    "Statistics 102" for Multisource-Multitarget Detection and Tracking. 376-389
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    Branko Ristic, Daniel E. Clark, Neil J. Gordon:
    Calibration of Multi-Target Tracking Algorithms Using Non-Cooperative Targets. 390-398
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    Ba-Tuong Vo, Ba-Ngu Vo, Reza Hoseinnezhad, Ronald P. S. Mahler:
    Robust Multi-Bernoulli Filtering. 399-409
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    Santosh Nannuru, Mark Coates, Ronald P. S. Mahler:
    Computationally-Tractable Approximate PHD and CPHD Filters for Superpositional Sensors. 410-420
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    Wei Yi, Mark R. Morelande, Lingjiang Kong, Jianyu Yang:
    An Efficient Multi-Frame Track-Before-Detect Algorithm for Multi-Target Tracking. 421-434
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    Samuel J. Davey, Monika Wieneke, Han X. Vu:
    Histogram-PMHT Unfettered. 435-447
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    Thuraiappah Sathyan, Tat-Jun Chin, Sanjeev Arulampalam, David Suter:
    A Multiple Hypothesis Tracker for Multitarget Tracking With Multiple Simultaneous Measurements. 448-460
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    Biruk K. Habtemariam, Ratnasingham Tharmarasa, T. Thayaparan, Mahendra Mallick, Thia Kirubarajan:
    A Multiple-Detection Joint Probabilistic Data Association Filter. 461-471
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    Christian Lundquist, Karl Granström, Umut Orguner:
    An Extended Target CPHD Filter and a Gamma Gaussian Inverse Wishart Implementation. 472-483
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    Michele Pace, Pierre Del Moral:
    Mean-Field PHD Filters Based on Generalized Feynman-Kac Flow. 484-495
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    Malin Lundgren, Lennart Svensson, Lars Hammarstrand:
    A CPHD Filter for Tracking With Spawning Models. 496-507
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    Giorgio Battistelli, Luigi Chisci, Claudio Fantacci, Alfonso Farina, Antonio Graziano:
    Consensus CPHD Filter for Distributed Multitarget Tracking. 508-520
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    Murat Uney, Daniel E. Clark, Simon J. Julier:
    Distributed Fusion of PHD Filters Via Exponential Mixture Densities. 521-531
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    Melanie Bocquel, Francesco Papi, Martin Podt, Hans Driessen:
    Multitarget Tracking With Multiscan Knowledge Exploitation Using Sequential MCMC Sampling. 532-542
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    Chee Sing Lee, Daniel E. Clark, Joaquim Salvi:
    SLAM With Dynamic Targets via Single-Cluster PHD Filtering. 543-552
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    Paolo Braca, Stefano Maranò, Vincenzo Matta, Peter Willett:
    Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation. 553-564

Volume 7, Number 4, August 2013

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    Jonathan H. Manton, David Applebaum, Shiro Ikeda, Nicolas Le Bihan:
    Introduction to the issue on differential geometry in signal processing. 573-575
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    Shun-ichi Amari, Masahiro Yukawa:
    Minkovskian Gradient for Sparse Optimization. 576-585
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    Toshimitsu Aritake, Hideitsu Hino, Noboru Murata:
    Learning Ancestral Atom via Sparse Coding. 586-594
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    Marc Arnaudon, Frédéric Barbaresco, Le Yang:
    Riemannian Medians and Means With Applications to Radar Signal Processing. 595-604
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    Thomas Batard, Michel Berthier:
    Spinor Fourier Transform for Image Processing. 605-613
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    Pengwen Chen, Hung Hung, Osamu Komori, Su-Yun Huang, Shinto Eguchi:
    Robust Independent Component Analysis via Minimum Gamma -Divergence Estimation. 614-624
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    George Efstathopoulos, Athanassios Manikas:
    Existence and Uniqueness of Hyperhelical Array Manifold Curves. 625-633
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    Ricardo Ferreira, João Manuel Freitas Xavier, João Paulo Costeira, Victor A. N. Barroso:
    Newton Algorithms for Riemannian Distance Related Problems on Connected Locally Symmetric Manifolds. 634-645
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    Kwang-Rae Kim, Peter T. Kim, Ja-Yong Koo, Michael R. Pierrynowski:
    Frenet-Serret and the Estimation of Curvature and Torsion. 646-654
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    Yili Li, Kon Max Wong:
    Riemannian Distances for Signal Classification by Power Spectral Density. 655-669
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    Athanassios Manikas, Harry Commin, Adham Sleiman:
    Array Manifold Curves in Fraktur CN and Their Complex Cartan Matrix. 670-680
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    Jonathan H. Manton:
    A Primer on Stochastic Differential Geometry for Signal Processing. 681-699
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    Marcelo Pereyra, Hadj Batatia, Steve McLaughlin:
    Exploiting Information Geometry to Improve the Convergence Properties of Variational Active Contours. 700-707
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    Kevin C. Wolfe, Gregory S. Chirikjian:
    Signal Detection on Euclidean Groups: Applications to DNA Bends, Robot Localization, and Optical Communication. 708-719
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    Han Lun Yap, Michael B. Wakin, Christopher J. Rozell:
    Stable Manifold Embeddings With Structured Random Matrices. 720-730

Volume 7, Number 5, October 2013

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    Qing Zhao, Edwin K. P. Chong, Bhaskar Krishnamachari, Amir Leshem, Sean P. Meyn, Venugopal V. Veeravalli:
    Introduction to the Issue on Learning-Based Decision Making in Dynamic Systems Under Uncertainty. 743-745
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    Shalabh Bhatnagar, Vivek S. Borkar, Prabuchandran K. J.:
    Feature Search in the Grassmanian in Online Reinforcement Learning. 746-758
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    Sattar Vakili, Keqin Liu, Qing Zhao:
    Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems. 759-767
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    Mohammad Naghshvar, Tara Javidi:
    Sequentiality and Adaptivity Gains in Active Hypothesis Testing. 768-782
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    Dennis L. Wei, Alfred O. Hero III:
    Multistage Adaptive Estimation of Sparse Signals. 783-796
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    Zhenliang Zhang, Edwin K. P. Chong, Ali Pezeshki, William Moran:
    Hypothesis Testing in Feedforward Networks With Broadcast Failures. 797-810
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    Alessandro Checco, Douglas J. Leith:
    Learning-Based Constraint Satisfaction With Sensing Restrictions. 811-820
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    Omid Namvar Gharehshiran, Vikram Krishnamurthy, Gang George Yin:
    Distributed Energy-Aware Diffusion Least Mean Squares: Game-Theoretic Learning. 821-836
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    Shiyao Chen, Lang Tong:
    Distributed Learning and Multiaccess of On-Off Channels. 837-845
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    William R. Zame, Jie Xu, Mihaela van der Schaar:
    Winning the Lottery: Learning Perfect Coordination With Minimal Feedback. 846-857
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    Jarmo Lundén, Sanjeev R. Kulkarni, Visa Koivunen, H. Vincent Poor:
    Multiagent Reinforcement Learning Based Spectrum Sensing Policies for Cognitive Radio Networks. 858-868
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    Kehao Wang, Lin Chen, Quan Liu:
    Opportunistic Spectrum Access by Exploiting Primary User Feedbacks in Underlay Cognitive Radio Systems: An Optimality Analysis. 869-882
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    Ertugrul Necdet Ciftcioglu, Aylin Yener, Michael J. Neely:
    Maximizing Quality of Information From Multiple Sensor Devices: The Exploration vs Exploitation Tradeoff. 883-894
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    Anup Aprem, Chandra R. Murthy, Neelesh B. Mehta:
    Transmit Power Control Policies for Energy Harvesting Sensors With Retransmissions. 895-906
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    Yu Zhang, Mihaela van der Schaar:
    Robust Reputation Protocol Design for Online Communities: A Stochastic Stability Analysis. 907-920

Volume 7, Number 6, December 2013

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    Yun He, Jörn Ostermann, Marek Domanski, Oscar C. Au, Nam Ling:
    Introduction to the Issue on Video Coding: HEVC and Beyond. 931-933
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    Chia-Yang Tsai, Ching-Yeh Chen, Tomoo Yamakage, In Suk Chong, Yu-Wen Huang, Chih-Ming Fu, Takayuki Itoh, Takashi Watanabe, Takeshi Chujoh, Marta Karczewicz, Shawmin Lei:
    Adaptive Loop Filtering for Video Coding. 934-945
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    Kemal Ugur, Alexander Alshin, Elena Alshina, Frank Bossen, Woojin Han, Jeong-Hoon Park, Jani Lainema:
    Motion Compensated Prediction and Interpolation Filter Design in H.265/HEVC. 946-956
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    Jian-Liang Lin, Yi-Wen Chen, Yu-Wen Huang, Shawmin Lei:
    Motion Vector Coding in the HEVC Standard. 957-968
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    Kiran M. Misra, C. Andrew Segall, Michael Horowitz, Shilin Xu, Arild Fuldseth, Minhua Zhou:
    An Overview of Tiles in HEVC. 969-977
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    Tung Nguyen, Philipp Helle, Martin Winken, Benjamin Bross, Detlev Marpe, Heiko Schwarz, Thomas Wiegand:
    Transform Coding Techniques in HEVC. 978-989
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    Siwei Ma, Shiqi Wang, Qin Yu, Junjun Si, Wen Gao:
    Mode Dependent Coding Tools for Video Coding. 990-1000
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    Gary J. Sullivan, Jill M. Boyce, Ying Chen, Jens-Rainer Ohm, C. Andrew Segall, Anthony Vetro:
    Standardized Extensions of High Efficiency Video Coding (HEVC). 1001-1016
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    Mahmut E. Sinangil, Vivienne Sze, Minhua Zhou, Anantha P. Chandrakasan:
    Cost and Coding Efficient Motion Estimation Design Considerations for High Efficiency Video Coding (HEVC) Standard. 1017-1028
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    Madhukar Budagavi, Arild Fuldseth, Gisle Bjøntegaard, Vivienne Sze, Mangesh Sadafale:
    Core Transform Design in the High Efficiency Video Coding (HEVC) Standard. 1029-1041
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    Aleksandar Stojanovic, Jens-Rainer Ohm:
    Exploiting Long-Term Redundancies in Reconstructed Video. 1042-1052
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    Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj:
    An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement. 1053-1061
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    Matthias Narroschke:
    Coding Efficiency of the DCT and DST in Hybrid Video Coding. 1062-1071
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    Feng Zou, Oscar C. Au, Chao Pang, Jingjing Dai, Xingyu Zhang, Lu Fang:
    Rate-Distortion Optimized Transforms Based on the Lloyd-Type Algorithm for Intra Block Coding. 1072-1083
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    Chia-Wen Lin, Chia-Ming Tsai, Po-Chun Chen:
    Low-Overhead Content-Adaptive Spatial Scalability for Scalable Video Coding. 1084-1095
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    Xin Li:
    A Fixed Point Approach to Analysis and Optimization of Motion Compensated Predictive Coding. 1096-1100
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    Shanshe Wang, Siwei Ma, Shiqi Wang, Debin Zhao, Wen Gao:
    Rate-GOP Based Rate Control for High Efficiency Video Coding. 1101-1111
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    Hyomin Choi, Jonghun Yoo, Jung-Hak Nam, Donggyu Sim, Ivan V. Bajic:
    Pixel-Wise Unified Rate-Quantization Model for Multi-Level Rate Control. 1112-1123
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    Kyujoong Lee, Hyuk-Jae Lee, Jaehyun Kim, Yongseok Choi:
    A Novel Algorithm for Zero Block Detection in High Efficiency Video Coding. 1124-1134
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    Tiesong Zhao, Zhou Wang, Sam Kwong:
    Flexible Mode Selection and Complexity Allocation in High Efficiency Video Coding. 1135-1144

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