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ORCIDGlobalSIP 2019: Ottawa, ON, Canada
- 2019 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019. IEEE 2019, ISBN 978-1-7281-2723-1
- Guoyu Lu
:
Bring Light to the Night: Classifying Thermal Image Via Convolutional Neural Network Based on Visible Domain Transformation. 1-5 - Yawen Lu, Qianyu Guo, Guoyu Lu:
A Geometric Convolutional Neural Network for 3D Object Detection. 1-5 - Soroosh Shahtalebi, Seyed Farokh Atashzar, Rajni V. Patel, Arash Mohammadi:
Training of Deep Bidirectional Rnns for Hand Motion Filtering Via Multimodal Data Fusion. 1-5 - Yuqing Du, Sheng Yang, Kaibin Huang:
High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning. 1-5 - Mohammad Hossein Yaghmaee Moghaddam, Sina Rezaei Aghdam, Thomas Eriksson:
Statistical Analysis of Antenna Array Systems with Perturbations in Phase, Gain and Element Positions. 1-5 - Yitian Zhang, Hojjat Salehinejad, Joseph Barfett, Errol Colak, Shahrokh Valaee:
Privacy Preserving Deep Learning with Distributed Encoders. 1-5 - Boxiao Shen, Hongyi Wu, Chuan Huang:
Blind Recognition of Channel Codes via Deep Learning. 1-5 - Yongjun Xu, Yang Yang, Guoquan Li, Zhengqiang Wang:
Joint Subchannel and Power Allocation for Cognitive NOMA Systems with Imperfect CSI. 1-5 - Corey D. C. Heath, Hemanth Venkateswara, Troy McDaniel, Sethuraman Panchanathan:
Using Multimodal Data for Automated Fidelity Evaluation in Pivotal Response Treatment Videos. 1-5 - Xiao Yang, Weiqing Liu, Lewen Wang, Cheng Qu, Jiang Bian:
A Divide-and-Conquer Framework for Attention-based Combination of Multiple Investment Strategies. 1-5 - Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani:
Continuous Parkinsonian Tremor Estimation Using Motion Data. 1-5 - Xiaoqian Zhang, Fangfang Liu, Hailun Xia:
Ergodic Capacity Analysis for Full-Duplex Integrated Access and Backhaul System. 1-5 - Dimitris G. Chachlakis, Yorgos Tsitsikas, Evangelos E. Papalexakis, Panos P. Markopoulos:
Robust Multi-Relational Learning With Absolute Projection Rescal. 1-5 - Viraj Shah, Chinmay Hegde:
Signal Reconstruction From Modulo Observations. 1-5 - Saikiran Bulusu, Qunwei Li, Pramod K. Varshney:
On Convex Stochastic Variance Reduced Gradient for Adversarial Machine Learning. 1-5 - Gary C. F. Lee, Ankit Singh Rawat, Gregory W. Wornell:
Robust Direction of Arrival Estimation in the Presence of Array Faults using Snapshot Diversity. 1-5 - Jorge F. Silva:
A Compressibility Result for AMS Processes. 1-5 - Junhao Yu, Xuan Xie, Hui Feng, Bo Hu:
On Critical Sampling of Time-Vertex Graph Signals. 1-5 - Zhuo Li, Zhenlong Xiao, Chao Lan:
Anomalous Sensor Detection Based on Nonlinear Graph Filter. 1-4 - Juana Isabel Méndez, Pedro Ponce, Alan K. Meier, Therese Peffer, Omar Mata, Arturo Molina:
Framework for promoting social interaction and physical activity in elderly people using gamification and fuzzy logic strategy. 1-5 - Muhammad Tahir Akhtar:
Adaptive Feedback Active Noise Control (AFB-ANC) System Equipped with Online Adaptation and Convergence Monitoring of the Cancellation-Path Estimation (CPE) Filter. 1-5 - Sahar Sadrizadeh, Nematollah Zarmehi, Farokh Marvasti, Saeed Gazor:
A Fast Iterative Method for Removing Sparse Noise from Sparse Signals. 1-5 - Dongli Wang, Bo Wang, Yan Zhou:
TwinsAdvNet : Adversarial Learning for Semantic Segmentation. 1-4 - Paul Rademacher, Milos Doroslovacki:
Bayesian Learning for Classification using a Uniform Dirichlet Prior. 1-5 - Hojjat Salehinejad, Zijian Wang, Shahrokh Valaee:
Ising Dropout with Node Grouping for Training and Compression of Deep Neural Networks. 1-5 - Lakshmi Narasimhan Theagarajan:
Constructing Index Codes with Coded Demands and Side Information through Matrix Completion. 1-5 - Mahmood Aljumaili, Robert D. McLeod, Marcia R. Friesen:
Serious Games and ML for Detecting MCI. 1-5 - Feng Ji, Pratibha, Wee Peng Tay:
On Folded Graph Signals. 1-5 - François A. Marshall, David J. Thomson, Glen Takahara, Robyn A. Fiori:
A Multitaper Model for Quiet Voltage in Relative Ionospheric Opacity Meters. 1-5 - Tobias R. Baumeister, Z. Jane Wang, Martin J. McKeown:
A Multivariate Approach for Denoising of T2 Relaxation Decay Curves in Myelin Water Fraction Imaging. 1-5 - Muhammet Emin Yanik, Dan Wang, Murat Torlak:
3-D MIMO-SAR Imaging Using Multi-Chip Cascaded Millimeter-Wave Sensors. 1-5 - Daoming Dong, Youchao Wang, Peter J. Christopher, Andrew Kadis, Timothy D. Wilkinson:
Fixed-Point Accuracy Analysis of 2D FFT for the Creation of Computer Generated Holograms. 1-5 - John A. Hodge, Kumar Vijay Mishra, Amir I. Zaghloul:
Multi-Discriminator Distributed Generative Model for Multi-Layer RF Metasurface Discovery. 1-5 - Silvija Kokalj-Filipovic, Robert D. Miller, Garrett Vanhoy:
Adversarial Examples in RF Deep Learning: Detection and Physical Robustness. 1-5 - Carlos Manuel Martinez, Jason Fong, Seyed Farokh Atashzar, Mahdi Tavakoli:
Semi-autonomous Robot-assisted Cooperative Therapy Exercises for a Therapist's Interaction with a Patient. 1-5 - Alex N. Byrley, Adly T. Fam:
Extended Logarithmic Frequency Domain Rulers for Joint Radar-Communications. 1-5 - Christos Chatzichristos, Michiel Vandecappelle, Eleftherios Kofidis, Sergios Theodoridis, Lieven De Lathauwer, Sabine Van Huffel:
Tensor-based Blind fMRI Source Separation Without the Gaussian Noise Assumption - A β-Divergence Approach. 1-5 - Nan Qiao, Yi Zhao, Ruei-Sung Lin, Bo Gong, Zhongxiang Wu, Mei Han, Jiashu Liu:
Generative-Discriminative Crop Type Identification using Satellite Images. 1-5 - Jiyun Tao, Jing Xing, Jienan Chen, Chuan Zhang, Shengli Fu:
Deep Neural Hybrid Beamforming for Multi-User mmWave Massive MIMO System. 1-5 - Ryuhei Takahashi, Koji Ishibashi:
Ambient OFDM Pilot-Aided Delay-Shift Keying and Its Efficient Detection for Ultra Low-Power Communications. 1-5 - Devarth Parikh, Yawen Lu, Yuan Xin, Di Wu, Jeff B. Pelz, Guoyu Lu:
Where Am I Looking: Localizing Gaze In Reconstructed 3D Space. 1-5 - Robert D. Miller, Silvija Kokalj-Filipovic, Garrett Vanhoy, Joshua Morman:
Policy Based Synthesis: Data Generation and Augmentation Methods For RF Machine Learning. 1-5 - Prakhar Kaushik:
Radar as a Security Measure - Real Time Neural Model based Human Detection and Behaviour Classification. 1-5 - Yifeng Liu, Xiaoming Tao, Yiping Duan:
The Onset of Parietal Alpha- and Beta- Band Oscillations Caused by an Initial Video Delay. 1-5 - Tong Jian, Bruno Costa Rendon, Andrey Gritsenko, Jennifer G. Dy, Kaushik R. Chowdhury, Stratis Ioannidis:
MAC ID Spoofing-Resistant Radio Fingerprinting. 1-5 - Guilherme B. Ribeiro, Juliano B. Lima:
The Cosine Number Transform: A Graph Signal Processing Approach. 1-5 - Xuan Xie, Junhao Yu, Hui Feng, Bo Hu:
Bayesian Design of Sampling Set for Bandlimited Graph Signals. 1-5 - Zeeshan Khan, Mukul Khanna, Shanmuganathan Raman:
FHDR: HDR Image Reconstruction from a Single LDR Image using Feedback Network. 1-5 - Omar Graja, Nizar Bouguila:
Finite Inverted Dirichlet Mixture Optimal Pixel Predictor. 1-5 - Alireza Morsali, Sara Norouzi, Benoît Champagne:
Single RF Chain Hybrid Analog/Digital Beamforming for Mmwave Massive-mimo. 1-5 - Lewen Wang, Weiqing Liu, Xiao Yang, Jiang Bian:
Conservative or Aggressive? Confidence-Aware Dynamic Portfolio Construction. 1-5 - Qingliang Fan, Fan Hu, Xiao-Ping (Steven) Zhang:
Double-Selection based High-Dimensional Factor Model with Application in Asset Pricing. 1-5 - Andreas Aßmann, Brian Stewart, João F. C. Mota, Andrew M. Wallace:
Compressive Super-Pixel LiDAR for High-Framerate 3D Depth Imaging. 1-5 - David Luong, Sreeraman Rajan, Bhashyam Balaji:
Estimating Correlation Coefficients for Quantum Radar and Noise Radar: A Simulation Study. 1-5 - Xueyuan Wang, Mustafa Cenk Gursoy:
Coverage Analysis for Cellular-Connected UAVs with 3D Antenna Patterns. 1-5 - Mohammad Mohammadi Amiri, Tolga M. Duman, Deniz Gündüz:
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters. 1-5 - Raika Karimi, Laura Rosero, Mahsa Mirgholami, Amir Asif, Arash Mohammadi:
Study on Novel Designs with Reduced Fatigue for Steady State Motion Visual Evoked Potentials. 1-5 - Daniel Massicotte, Marwan A. Jaber, Marie-Ange Massicotte, Philippe Y. Massicotte:
Low Complexity Frequency Monitoring Filter for Fast Exon Prediction Sequence Analysis. 1-5 - Yihang Li, Ting Jiang, Shan Qin:
Multi-scale Generative Adversarial Networks for Speech Enhancement. 1-5 - Huizhen Zhang, Yang Zhou, Lei Chen, Jiying Zhao:
Image Alpha Matting via Residual Convolutional Grid Network. 1-5 - Rozhina Ghanavi, Maryam Sabbaghian, Halim Yanikomeroglu:
Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks. 1-5 - Avinash N. Madavan, Subhonmesh Bose:
Risk-Sensitive Energy Procurement with Uncertain Wind. 1-5 - Yawen Lu, Sophia Kourian, Carl Salvaggio, Chenliang Xu, Guoyu Lu:
Single Image 3D Vehicle Pose Estimation for Augmented Reality. 1-5 - Raymundo Cassani, Isabela Albuquerque, João Monteiro, Tiago H. Falk:
AMA: An Open-source Amplitude Modulation Analysis Toolkit for Signal Processing Applications. 1-4 - Ziping Zhao, Daniel P. Palomar:
Large-Scale Regularized Portfolio Selection Via Convex Optimization. 1-5 - Sahil Anchal, Bodhibrata Mukhopadhyay, Manohar Parvatini, Subrat Kar:
GMM-UBM based Person Verification using footfall signatures for Smart Home Applications. 1-5 - Ahmad Bazzi, Dirk T. M. Slock:
Joint Angle And Delay Estimation (Jade) By Partial Relaxation. 1-5 - Enrico Mattei, Cass Dalton, Andrew Draganov, Brent Marin, Michael Tinston, Greg Harrison, Bob Smarrelli, Marc Harlacher:
Feature Learning for Enhanced Security in the Internet of Things. 1-5 - Saurabhchand Bhati, Chunxi Liu, Jesús Villalba, Jan Trmal, Sanjeev Khudanpur, Najim Dehak:
Bottom-Up Unsupervised Word Discovery via Acoustic Units. 1-5 - Jianchen Zhu, Shengjie Zhao, Xu Ma, Gonzalo R. Arce:
On Theoretical Optimization of the Sensing Matrix for Sparse-Dictionary Signal Recovery. 1-5 - Ahmed A. Abouelfadl, Ioannis N. Psaromiligkos, Benoît Champagne:
Extended Target Frequency Response Estimation Using Infinite Hmm in Cognitive Radars. 1-5 - Krsto Prorokovic, Michael Wand, Tanja Schultz, Jürgen Schmidhuber:
Adaptation of an EMG-Based Speech Recognizer via Meta-Learning. 1-5 - Tian Xia, Xianfeng Rui, Chien-Lin Huang, Iek Heng Chu, Shaojun Wang, Mei Han:
An Attention Based Deep Neural Network for Automatic Lexical Stress Detection. 1-5 - Poul Hoang, Zheng-Hua Tan, Jan Mark de Haan, Thomas Lunner, Jesper Jensen:
Robust Bayesian and Maximum a Posteriori Beamforming for Hearing Assistive Devices. 1-5 - Evan Campbell, Angkoon Phinyomark, Erik J. Scheme:
Linear Discriminant Analysis with Bayesian Risk Parameters for Myoelectric Control. 1-5 - Yang Li, Rasoul Shafipour, Gonzalo Mateos, Zhengwu Zhang:
Mapping Brain Structural Connectivities to Functional Networks Via Graph Encoder-Decoder With Interpretable Latent Embeddings. 1-5 - Chao Huang, Haoran Yu, Jianwei Huang, Randall A. Berry:
Incentivizing Crowdsourced Workers via Truth Detection. 1-5 - Elham Ideli, Bruce Sharpe, Ivan V. Bajic, Rodney G. Vaughan:
Visually Assisted Time-Domain Speech Enhancement. 1-5 - Kevin Shimotakahara, Medhat H. M. Elsayed, Karin Hinzer, Melike Erol-Kantarci:
Integrated Power and Device-to-Device (D2D) Communications Simulator for Future Power Systems. 1-5 - Fengqi Bai, Fangfang Liu, Chunyan Feng:
Optimized Polarization Filtering Based Self-Interference Cancellation Scheme for Full-Duplex Communication. 1-5 - Oguzhan Fatih Kar, Alper Güngör, H. Emre Güven:
Learning Based Regularization for Spatial Multiplexing Cameras. 1-5 - Harshit Krishnakumar, Donald S. Williamson:
A Comparison of Boosted Deep Neural Networks for Voice Activity Detection. 1-5 - Houwang Zhang, He Zhang, Chong Wu:
Identification of Essential Proteins Based on Centrality Methods Using Improved Collective Influence Algorithm. 1-5 - Guido Cavraro, Emiliano Dall'Anese, Andrey Bernstein:
Dynamic Power Network State Estimation with Asynchronous Measurements. 1-5 - Leila Ben Saad, Elvin Isufi, Baltasar Beferull-Lozano:
Graph Filtering with Quantization over Random Time-varying Graphs. 1-5 - Hanti Wu, Markus Flierl:
Learning Product Codebooks Using Vector-Quantized Autoencoders for Image Retrieval. 1-5 - Meng Zhang, Guanwen Zhang, Henglu Wei, Wei Zhou, Zhemin Duan:
GOP Level Quality Dependency Based Frame Level Rate Control Algorithm. 1-5 - Guglielmo Menchetti, Zhanli Chen, Diana J. Wilkie, Rashid Ansari, Yasemin Yardimci, A. Enis Çetin:
Pain Detection from Facial Videos Using Two-Stage Deep Learning. 1-5 - Brayden DeBoon, Brayden Kent, Maciej Lacki, Scott B. Nokleby, Carlos Rossa:
Multi-Objective Gain Optimizer for an Active Disturbance Rejection Controller. 1-5 - Azra Abtahi, M. M. Kamjoo, Farokh Marvasti, Saeed Gazor:
ML-Based Block Sparse Recovery for distributed MIMO Radars in Clutter Environments. 1-4 - Yibao Liang, Qing Shen, Wei Cui, Wei Liu:
Cramér-Rao Bound for Wideband DOA Estimation with Uncorrelated Sources. 1-5 - Ahmad Bazzi, Dirk T. M. Slock:
Cramér-Rao Bound for Joint Angle and Delay Estimators by Partial Relaxation. 1-5 - Heshan Zhang, Zhenyu Liu, Guanwen Zhang, Jiwu Dai, Xiaocong Lian, Wei Zhou, Xiangyang Ji:
A Block-Floating-Point Arithmetic Based FPGA Accelerator for Convolutional Neural Networks. 1-5 - Qin Tang, Fangqi Zhu, Jing Liang:
Interactive Multi-model Tracking of a Highly Maneuvering Target using MSPDAF with Least Squares Virtual Fusion. 1-5 - Muhammad Azam, Marion Blayo, Jean-Simon Venne, Michel Allegue-Martínez:
Occupancy Estimation Using Wifi Motion Detection via Supervised Machine Learning Algorithms. 1-5 - Trevor C. Vannoy, Jacob J. Senecal, Veronika Strnadová-Neeley:
Improved Subspace K-Means Performance via a Randomized Matrix Decomposition. 1-5 - Ehsan Shahrabi Farahani, Samiul H. Choudhury, Fiona Costello, Bradley G. Goodyear, Michael R. Smith:
New Filtering Approaches to Improve the Classification Capability of Resting-state fMRI Transfer Functions. 1-5 - Amer Al-Baidhani, H. Howard Fan:
Deep Ensemble Learning: A Communications Receiver Over Wireless Fading Channels. 1-5 - Amirkoushyar Ziabari, Abbas Shirinifard, Matthew R. Eicholtz, David J. Solecki, Derek C. Rose:
A Two-Tier Convolutional Neural Network for Combined Detection and Segmentation in Biological Imagery. 1-5 - Ibrahim Al-Omari, Abolfazl Rahimnejad, S. Andrew Gadsden, Medhat Moussa, Hadis Karimipour:
Power System Dynamic State Estimation Using Smooth Variable Structure Filter. 1-5 - Wei Guo, Chuan Huang:
Energy Efficiency of Full-Duplex Two-Way Channels. 1-5 - Soojin Lee, Ramy Hussein, Martin J. McKeown:
A Deep Convolutional-Recurrent Neural Network Architecture for Parkinson's Disease EEG Classification. 1-4 - Abdullah Al-Digs, Bo Chen, Sairaj V. Dhople, Yu Christine Chen:
A Data-driven Convex-optimization Method for Estimating Load Changes. 1-5 - Youchao Wang, Daoming Dong, Andrew Kadis, Peter J. Christopher, Timothy D. Wilkinson:
Computer-Generated Holography Using a Digital Signal Processor. 1-5 - Himanshu Kumar, Sumana Gupta, K. S. Venkatesh:
A Novel Blurring based Method for Video Compression. 1-5 - Moanda Diana Pholo, Yskandar Hamam, Abdelbaset Khalaf, Chunling Du:
Combining TD-IDF with symptom features to differentiate between lymphoma and tuberculosis case reports. 1-4 - Md Billal Hossain, Jin Wei:
Reinforcement Learning-Driven QoS-Aware Intelligent Routing for Software-Defined Networks. 1-5 - Nuha Zamzami, Nizar Bouguila:
An Accurate Evaluation of MSD Log-likelihood and its Application in Human Action Recognition. 1-5 - Yuheng Wang, Jiayue Cai, Daniel C. Louie, Harvey Lui, Tim K. Lee, Z. Jane Wang:
Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging. 1-4 - Jiayuan Xiong, Li You, Alessio Zappone, Wenjin Wang, Xiqi Gao:
Energy- and Spectral-Efficiency Tradeoff in Beam Domain Massive MIMO Downlink with Statistical CSIT. 1-5 - Sue Ann Chen, Adam J. Makarucha, Nebula Alam, Wanita Sherchan, Simon Harris, George Yiapanis, Christopher J. Butler:
Evaluating goal-advice appropriateness for personal financial advice. 1-5 - Divyam Madaan, Radhika Dua, Prerana Mukherjee, Brejesh Lall:
VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting. 1-5 - Diana Hernandez-Alcantara, Luis Antonio Amezquita-Brooks, Nancy Morales-Villarreal, Omar A. Juarez-Tamez:
Velocity Estimation Algorithms for Suspensions. 1-5 - Saif S. Alotaibi, Mark A. Wickert:
ITD Modeling Based on Anthropometrics and KEMAR Coefficients Using Deep Neural Networks. 1-5