Electrical Engineering and Systems Science

Authors and titles for July 2021

[301] arXiv:2107.06536 [pdf, other]

Title: Multi-Attention Generative Adversarial Network for Remote Sensing Image Super-Resolution

Meng Xu, Zhihao Wang, Jiasong Zhu, Xiuping Jia, Sen Jia

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[302] arXiv:2107.06592 [pdf, other]

Title: Is Someone Speaking? Exploring Long-term Temporal Features for Audio-visual Active Speaker Detection

Ruijie Tao, Zexu Pan, Rohan Kumar Das, Xinyuan Qian, Mike Zheng Shou, Haizhou Li

Comments: ACM Multimedia 2021

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD); Image and Video Processing (eess.IV)

[303] arXiv:2107.06618 [pdf, other]

Title: Hierarchical Analysis of Visual COVID-19 Features from Chest Radiographs

Shruthi Bannur, Ozan Oktay, Melanie Bernhardt, Anton Schwaighofer, Rajesh Jena, Besmira Nushi, Sharan Wadhwani, Aditya Nori, Kal Natarajan, Shazad Ashraf, Javier Alvarez-Valle, Daniel C. Castro

Comments: Presented at ICML 2021 Workshop on Interpretable Machine Learning in Healthcare

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[304] arXiv:2107.06642 [pdf, other]

Title: Many-to-Many Voice Conversion based Feature Disentanglement using Variational Autoencoder

Manh Luong, Viet Anh Tran

Journal-ref: INTERSPEECH 2021

Subjects: Audio and Speech Processing (eess.AS); Machine Learning (cs.LG); Sound (cs.SD)

[305] arXiv:2107.06677 [pdf, other]

Title: Hybrid Model and Data Driven Algorithm for Online Learning of Any-to-Any Path Loss Maps

M. A. Gutierrez-Estevez, Martin Kasparick, Renato L. G. Cavalvante, Sławomir Stańczak

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[306] arXiv:2107.06712 [pdf, other]

Title: A Low Complexity Learning-based Channel Estimation for OFDM Systems with Online Training

Kai Mei, Jun Liu, Xiaoying Zhang, Kuo Cao, Nandana Rajatheva, Jibo Wei

Comments: 12 pages, 12 figures. To appear in IEEE Transactions on Communications

Subjects: Signal Processing (eess.SP)

[307] arXiv:2107.06754 [pdf, other]

Title: Dynamic Power Systems Line Outage Detection Using Particle Filter and Partially Observed States

Xiaozhou Yang, Nan Chen, Chao Zhai

Comments: Under review for IEEE Transactions on Power Systems; 9 pages, 7 figures

Subjects: Systems and Control (eess.SY); Applications (stat.AP)

[308] arXiv:2107.06775 [pdf, other]

Title: Low complexity online convolutional beamforming

Sebastian Braun, Ivan Tashev

Journal-ref: WASPAA 2021

Subjects: Audio and Speech Processing (eess.AS)

[309] arXiv:2107.06808 [pdf, other]

Title: RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image Deraining

Hong Wang, Qi Xie, Qian Zhao, Yuexiang Li, Yong Liang, Yefeng Zheng, Deyu Meng

Journal-ref: Transactions on Neural Networks and Learning Systems2022

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[310] arXiv:2107.06845 [pdf, other]

Title: Meta-Optimization of Deep CNN for Image Denoising Using LSTM

Basit O. Alawode, Motaz Alfarraj

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[311] arXiv:2107.06888 [pdf, other]

Title: Blind Image Quality Assessment for MRI with A Deep Three-dimensional content-adaptive Hyper-Network

Kehan Qi, Haoran Li, Chuyu Rong, Yu Gong, Cheng Li, Hairong Zheng, Shanshan Wang

Comments: 11 pages, 3 figures, 2 tables

Subjects: Image and Video Processing (eess.IV)

[312] arXiv:2107.06943 [pdf, other]

Title: FetalNet: Multi-task Deep Learning Framework for Fetal Ultrasound Biometric Measurements

Szymon Płotka, Tomasz Włodarczyk, Adam Klasa, Michał Lipa, Arkadiusz Sitek, Tomasz Trzciński

Comments: Accepted to 28th International Conference on Neural Information Processing (ICONIP) 2021, Bali, Indonesia, 8-12 December, 2021

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[313] arXiv:2107.06953 [pdf, other]

Title: Optimality of the Discrete Fourier Transform for Beamspace Massive MU-MIMO Communication

Sueda Taner, Christoph Studer

Comments: to appear at ISIT 2021, minor bug fix in Algorithm 2

Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

[314] arXiv:2107.06962 [pdf, other]

Title: Frequency-packed Faster-than-Nyquist Signaling via Symbol-level Precoding for Multi-user MISO Redundant Transmissions

Wallace A. Martins, Symeon Chatzinotas, Björn Ottersten

Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

[315] arXiv:2107.07049 [pdf, other]

Title: Learning-based Spectrum Sensing and Access in Cognitive Radios via Approximate POMDPs

Bharath Keshavamurthy, Nicolo Michelusi

Comments: 33 pages, 9 figures, 1 table, Major Revisions under review at IEEE Transactions on Cognitive Communications and Networking (IEEE TCCN)

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[316] arXiv:2107.07064 [pdf, other]

Title: DAL: Feature Learning from Overt Speech to Decode Imagined Speech-based EEG Signals with Convolutional Autoencoder

Dae-Hyeok Lee, Sung-Jin Kim, Seong-Whan Lee

Comments: 14 pages, 6 figures

Subjects: Signal Processing (eess.SP); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[317] arXiv:2107.07137 [pdf, other]

Title: Direct-drive ocean wave-powered batch reverse osmosis

Katie M. Brodersen, Emily A. Bywater, Alec M. Lanter, Hayden H. Schennum, Kumansh N. Furia, Maulee K. Sheth, Nathaniel S. Kiefer, Brittany K. Cafferty, Akshay K. Rao, Jose M. Garcia, David M. Warsinger

Comments: 23 pages, 10 figures

Subjects: Systems and Control (eess.SY)

[318] arXiv:2107.07186 [pdf, other]

Title: Region-of-Interest Prioritised Sampling for Constrained Autonomous Exploration Systems

Protim Bhattacharjee, Martin Burger, Anko Boerner, Veniamin I. Morgenshtern

Journal-ref: IEEE Trans. Comput. Imag. 8 (2002) 302-316

Subjects: Image and Video Processing (eess.IV)

[319] arXiv:2107.07193 [pdf, other]

Title: Two-Stage Channel Estimation for Hybrid RIS Assisted MIMO Systems

Rafaela Schroeder, Jiguang He, Glauber Brante, Markku Juntti

Comments: 30 pages, 11 figures

Subjects: Signal Processing (eess.SP)

[320] arXiv:2107.07198 [pdf, other]

Title: Graph-Embedded Multi-Agent Learning for Smart Reconfigurable THz MIMO-NOMA Networks

Xiaoxia Xu, Qimei Chen, Xidong Mu, Yuanwei Liu, Hao Jiang

Comments: Accepted to appear in IEEE Journal on Selected Areas in Communications

Subjects: Signal Processing (eess.SP)

[321] arXiv:2107.07254 [pdf, other]

Title: Variable-Horizon Guidance for Autonomous Rendezvous and Docking to a Tumbling Target

Mirko Leomanni, Renato Quartullo, Gianni Bianchini, Andrea Garulli, Antonio Giannitrapani

Comments: A video of the rendezvous and docking maneuver can be found at this https URL

Journal-ref: Journal of Guidance, Control, and Dynamics 2022 45:5, 846-858

Subjects: Systems and Control (eess.SY)

[322] arXiv:2107.07255 [pdf, other]

Title: PHiLIP on the HiL: Automated Multi-platform OS Testing with External Reference Devices

Kevin Weiss, Michel Rottleuthner, Thomas C. Schmidt, Matthias Wählisch

Journal-ref: ACM Transactions on Embedded Computing Systems, Volume 20, Issue 5s, 2021

Subjects: Systems and Control (eess.SY); Operating Systems (cs.OS); Software Engineering (cs.SE)

[323] arXiv:2107.07271 [pdf, other]

Title: Multi-Channel Auto-Encoders and a Novel Dataset for Learning Domain Invariant Representations of Histopathology Images

Andrew Moyes, Richard Gault, Kun Zhang, Ji Ming, Danny Crookes, Jing Wang

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[324] arXiv:2107.07277 [pdf, other]

Title: Passivity-based Decentralized Control for Discrete-time Large-scale Systems

Ahmed Aboudonia, Andrea Martinelli, John Lygeros

Subjects: Systems and Control (eess.SY)

[325] arXiv:2107.07308 [pdf, other]

Title: Panicle Counting in UAV Images For Estimating Flowering Time in Sorghum

Enyu Cai, Sriram Baireddy, Changye Yang, Melba Crawford, Edward J. Delp

Subjects: Image and Video Processing (eess.IV)

[326] arXiv:2107.07312 [pdf, other]

Title: FMNet: Latent Feature-wise Mapping Network for Cleaning up Noisy Micro-Doppler Spectrogram

Chong Tang, Wenda Li, Shelly Vishwakarma, Fangzhan Shi, Simon Julier, Kevin Chetty

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[327] arXiv:2107.07379 [pdf, other]

Title: Spectral Processing and Optimization of Static and Dynamic 3D Geometries

Gerasimos Arvanitis

Comments: Doctoral thesis

Subjects: Signal Processing (eess.SP); Computational Geometry (cs.CG)

[328] arXiv:2107.07407 [pdf, other]

Title: A Method for Detecting Abnormal Data of Network Nodes Based on Convolutional Neural Network

Yihao Zang, Xianhao Shen, Shaohua Niu

Subjects: Signal Processing (eess.SP); Algebraic Geometry (math.AG)

[329] arXiv:2107.07408 [pdf, other]

Title: Requisitos para um r\'adio digital interativo no Brasil e Am\'erica Latina

Rafael Diniz

Comments: This article was presented at Conference Espectro, Sociedade e Comunicação (ESC II). Article in Portuguese

Subjects: Signal Processing (eess.SP)

[330] arXiv:2107.07412 [pdf, other]

Title: Assign Hysteresis Parameter For Ericsson BTS Power Saving Algorithm Using Unsupervised Learning

Thaer Sahmoud, Wesam Ashor

Comments: 7 pages, 4 tables, 9 figures

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[331] arXiv:2107.07423 [pdf, other]

Title: Untrained DNN for Channel Estimation of RIS-Assisted Multi-User OFDM System with Hardware Impairments

Nipuni Ginige, K. B. Shashika Manosha, Nandana Rajatheva, Matti Latva-aho

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[332] arXiv:2107.07425 [pdf, other]

Title: Multiclass Permanent Magnets Superstructure for Indoor Localization using Artificial Intelligence

Amir Ivry, Elad Fisher, Roger Alimi, Idan Mosseri, Kanna Nahir

Comments: Accepted to IEEE Transactions on Magnetics

Journal-ref: year 2021

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)

[333] arXiv:2107.07468 [pdf, html, other]

Title: A modular U-Net for automated segmentation of X-ray tomography images in composite materials

João P C Bertoldo, Etienne Decencière, David Ryckelynck, Henry Proudhon

Journal-ref: Front. Mater., 25 November 2021 Sec. Computational Materials Science

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[334] arXiv:2107.07503 [pdf, other]

Title: Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech

Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia

Comments: Accepted to WASPAA 2021. See details at this https URL

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[335] arXiv:2107.07509 [pdf, other]

Title: VAD-free Streaming Hybrid CTC/Attention ASR for Unsegmented Recording

Hirofumi Inaguma, Tatsuya Kawahara

Comments: Accepted at Interspeech 2021

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Sound (cs.SD)

[336] arXiv:2107.07595 [pdf, other]

Title: Resource Allocation in a Quantum Key Distribution Network with LEO and GEO trusted-repeaters

Milo Grillo, Alexis A. Dowhuszko, Mohammad-Ali Khalighi, Jyri Hämäläinen

Comments: 6 pages, 3 figures

Subjects: Signal Processing (eess.SP)

[337] arXiv:2107.07596 [pdf, other]

Title: Depth Estimation from Monocular Images and Sparse radar using Deep Ordinal Regression Network

Chen-Chou Lo, Patrick Vandewalle

Comments: Accepted to ICIP2021

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Signal Processing (eess.SP)

[338] arXiv:2107.07634 [pdf, other]

Title: Multi-task Learning with Cross Attention for Keyword Spotting

Takuya Higuchi, Anmol Gupta, Chandra Dhir

Comments: Accepted at ASRU 2021

Subjects: Audio and Speech Processing (eess.AS); Computation and Language (cs.CL); Machine Learning (cs.LG); Sound (cs.SD)

[339] arXiv:2107.07650 [pdf, other]

Title: A Preliminary Study on Automatic Motion Artifacts Detection in Electrodermal Activity Data Using Machine Learning

Md Billal Hossain, Hugo Fernando Posada-Quintero, Youngsun Kong, Riley McNaboe, Ki Chon

Subjects: Signal Processing (eess.SP)

[340] arXiv:2107.07658 [pdf, other]

Title: Retention time trajectory matching for target compound peak identification in chromatographic analysis

Wenzhe Zang, Ruchi Sharma, Maxwell Wei-Hao Li, Xudong Fan

Subjects: Signal Processing (eess.SP)

[341] arXiv:2107.07716 [pdf, other]

Title: Cooperative Multi-Modal Localization in Connected and Autonomous Vehicles

Nikos Piperigkos, Aris S. Lalos, Kostas Berberidis, Christos Anagnostopoulos

Subjects: Signal Processing (eess.SP)

[342] arXiv:2107.07735 [pdf, other]

Title: Towards Multi-Functional 6G Wireless Networks: Integrating Sensing, Communication and Security

Zhongxiang Wei, Fan Liu, Christos Masouros, Nanchi Su, Athina P. Petropulu

Subjects: Signal Processing (eess.SP)

[343] arXiv:2107.07752 [pdf, other]

Title: NeXtQSM -- A complete deep learning pipeline for data-consistent quantitative susceptibility mapping trained with hybrid data

Francesco Cognolato, Kieran O'Brien, Jin Jin, Simon Robinson, Frederik B. Laun, Markus Barth, Steffen Bollmann

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[344] arXiv:2107.07761 [pdf, other]

Title: Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study

Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[345] arXiv:2107.07772 [pdf, other]

Title: Coordinating Flexible Demand Response and Renewable Uncertainties for Scheduling of Community Integrated Energy Systems with an Electric Vehicle Charging Station: A Bi-level Approach

Yang Li, Meng Han, Zhen Yang, Guoqing Li

Comments: Acccpted by IEEE Transactions on Sustainable Energy

Journal-ref: IEEE Transactions on Sustainable Energy 12 (2021) 2321-2331

Subjects: Systems and Control (eess.SY); Signal Processing (eess.SP)

[346] arXiv:2107.07782 [pdf, other]

Title: Band & Tone Jamming Analysis and Detection on LoRa signals

Clément Demeslay, Roland Gautier, Anthony Fiche, Gilles Burel

Subjects: Signal Processing (eess.SP)

[347] arXiv:2107.07788 [pdf, other]

Title: Reinforcement Learning for Adaptive Optimal Stationary Control of Linear Stochastic Systems

Bo Pang, Zhong-Ping Jiang

Comments: 10 pages, 3 figures

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Optimization and Control (math.OC)

[348] arXiv:2107.07822 [pdf, other]

Title: Distributed Value of Information in Feedback Control over Multi-hop Networks

Precious Ugo Abara, Sandra Hirche

Comments: 19 pages, 10 figures

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[349] arXiv:2107.07832 [pdf, other]

Title: Physics-augmented models to simulate commercial adaptive cruise control (ACC) systems

Yinglong He, Marcello Montanino, Konstantinos Mattas, Vincenzo Punzo, Biagio Ciuffo

Comments: 23 pages, 5 tables, 7 figures

Subjects: Systems and Control (eess.SY)

[350] arXiv:2107.07843 [pdf, other]

Title: Deep Learning Based Hybrid Precoding in Dual-Band Communication Systems

Rafail Ismayilov, Renato L. G. Cavalcante, Sławomir Stańczak

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)