SPTM-P1: Bayesian Signal Processing I
Poster
Tue, 5 May, 14:00 - 16:00
Location: Poster Area 1
Session Type: Poster
Track: Signal Processing Theory and Methods [TM]
Click the to view the manuscript on IEEE Xplore Open Preview

SPTM-P1.1: ROBUST KALMAN FILTER FOR ADDITIVE GAUSSIAN-STUDENT’S T DISTRIBUTION
Gurui Jin, Pengcheng Hao, Zhenyu Liu, Xiao-Ping Zhang, Ercan Engin Kuruoğlu, Shenzhen International Graduate School, Tsinghua University, China

SPTM-P1.2: EMPIRICAL ANALYSIS OF APPROXIMATE MESSAGE PASSING UNDER NON-I.I.D. MEASUREMENTS WITH COMPARISON TO STATE EVOLUTION
Tomoharu Furudoi, Takumi Takahashi, Hideki Ochiai, The University of Osaka, Japan

SPTM-P1.3: Efficient Plug-and-Play Method for Dynamic Imaging via Kalman Smoothing
Benjamin Hawkes, Heriot-Watt University, United Kingdom of Great Britain and Northern Ireland; Mike Davies, Victor Elvira, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Audrey Repetti, Heriot-Watt University, United Kingdom of Great Britain and Northern Ireland

SPTM-P1.4: DENOISING PIECEWISE CONSTANT NANOPORE SIGNALS
Adrian Vidal, University of the Philippines Diliman, Philippines; Emanuele Viterbo, Monash University, Australia

SPTM-P1.5: Tree Reparameterized Belief Propagation for Gaussian Markov Random Fields
Murat Uney, University of Edinburgh, United Kingdom of Great Britain and Northern Ireland; Simo Sarkka, Aalto University, Finland; Angel Garcia-Fernandez, Universidad Politecnica de Madrid, Spain

SPTM-P1.6: BELIEF PROPAGATION VIA STOCHASTIC TRANSPORT MAPPING
Jiazhen Song, Zhuoyue Shi, Tsinghua University, China; Girim Kwon, University of Seoul, Korea, Republic of; Yuhan Dong, Xiao-Ping Zhang, Zhenyu Liu, Tsinghua University, China

SPTM-P1.7: VARIATIONAL BAYESIAN FILTERING USING GAUSSIAN MIXTURES
Felix Gustafsson, Roland Hostettler, Uppsala University, Sweden

SPTM-P1.8: GRADIENT BOOSTING FOR ONLINE TWO-STAGE ADAPTIVE GROUP TESTING
Malcolm Egan, Inria, France; Alix Jeannerot, Nokia Bell-Labs, France; Lélio Chetot, CEA, France; Jean-Marie Gorce, Inria, France

SPTM-P1.9: FIXED-POINT EQUALIZATION IN DIAGONAL EXPECTATION PROPAGATION: SCALAR DECOUPLING AND BAYES-MMSE OPTIMALITY
Fangqing Xiao, Jichao Chen, Dirk Slock, Eurecom, France