Electrical Engineering and Systems Science

Authors and titles for December 2021

[601] arXiv:2112.00989 (cross-list from cs.LG) [pdf, other]

Title: Embedding Decomposition for Artifacts Removal in EEG Signals

Junjie Yu, Chenyi Li, Kexin Lou, Chen Wei, Quanying Liu

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

[602] arXiv:2112.01006 (cross-list from cs.RO) [pdf, other]

Title: Distributed Control for a Robotic Swarm to Pass through a Curve Virtual Tube

Quan Quan, Yan Gao, Chenggang Bai

Comments: 18 pages, 21 figures

Subjects: Robotics (cs.RO); Multiagent Systems (cs.MA); Systems and Control (eess.SY)

[603] arXiv:2112.01034 (cross-list from cs.CV) [pdf, other]

Title: Leveraging Human Selective Attention for Medical Image Analysis with Limited Training Data

Yifei Huang, Xiaoxiao Li, Lijin Yang, Lin Gu, Yingying Zhu, Hirofumi Seo, Qiuming Meng, Tatsuya Harada, Yoichi Sato

Comments: BMVC 2021

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

[604] arXiv:2112.01288 (cross-list from astro-ph.IM) [pdf, other]

Title: How to quantify fields or textures? A guide to the scattering transform

Sihao Cheng, Brice Ménard

Comments: 18 pages, 16 figures

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Cosmology and Nongalactic Astrophysics (astro-ph.CO); Astrophysics of Galaxies (astro-ph.GA); Machine Learning (cs.LG); Signal Processing (eess.SP); Data Analysis, Statistics and Probability (physics.data-an)

[605] arXiv:2112.01363 (cross-list from math.OC) [pdf, other]

Title: Breaking the Convergence Barrier: Optimization via Fixed-Time Convergent Flows

Param Budhraja, Mayank Baranwal, Kunal Garg, Ashish Hota

Comments: Accepted at AAAI Conference on Artificial Intelligence, 2022

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Systems and Control (eess.SY); Machine Learning (stat.ML)

[606] arXiv:2112.01413 (cross-list from cs.IT) [pdf, other]

Title: Channel Estimation for STAR-RIS-aided Wireless Communication

Chenyu Wu, Changsheng You, Yuanwei Liu, Xuemai Gu, Yunlong Cai

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

[607] arXiv:2112.01484 (cross-list from cs.LG) [pdf, other]

Title: Safe Reinforcement Learning for Grid Voltage Control

Thanh Long Vu, Sayak Mukherjee, Renke Huang, Qiuhua Huang

Comments: Workshop on Safe and Robust Control of Uncertain Systems at the 35th Conference on Neural Information Processing Systems (NeurIPS) 2021. arXiv admin note: substantial text overlap with arXiv:2103.14186, arXiv:2011.09664, arXiv:2006.12667

Journal-ref: Non-archival document for workshop discussion, 2021

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

[608] arXiv:2112.01652 (cross-list from math.OC) [pdf, other]

Title: Data-Enabled Gradient Flow as Feedback Controller: Regulation of Linear Dynamical Systems to Minimizers of Unknown Functions

Liliaokeawawa Cothren, Gianluca Bianchin, Emiliano Dall'Anese

Comments: This is an extended version of the paper accepted to the 4th Annual Learning for Dynamics & Control Conference (L4DC 2022), containing proofs

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

[609] arXiv:2112.01697 (cross-list from cs.CV) [pdf, other]

Title: LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences

Ziwang Fu, Feng Liu, Hanyang Wang, Siyuan Shen, Jiahao Zhang, Jiayin Qi, Xiangling Fu, Aimin Zhou

Comments: 9 pages ,Figure 2, Table 5

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

[610] arXiv:2112.01715 (cross-list from cs.CV) [pdf, other]

Title: Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks

Peri Akiva, Matthew Purri, Matthew Leotta

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

[611] arXiv:2112.01723 (cross-list from cs.CV) [pdf, other]

Title: Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector

Andrew Du, Yee Wei Law, Michele Sasdelli, Bo Chen, Ken Clarke, Michael Brown, Tat-Jun Chin

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

[612] arXiv:2112.01738 (cross-list from cs.IT) [pdf, other]

Title: Joint User Scheduling and Beamforming Design for Multiuser MISO Downlink Systems

S. He, J. Yuan, Z. An, W. Huang, Y. Huang, Y. Zhang

Comments: 31 pages, 9 figures, submit to IEEE Transactions on Wireless Communications

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

[613] arXiv:2112.01757 (cross-list from cs.CL) [pdf, other]

Title: BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge

Yuting Yang, Binbin Du, Yingxin Zhang, Wenxuan Wang, Yuke Li

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

[614] arXiv:2112.01766 (cross-list from cs.CV) [pdf, other]

Title: Unsupervised Low-Light Image Enhancement via Histogram Equalization Prior

Feng Zhang, Yuanjie Shao, Yishi Sun, Kai Zhu, Changxin Gao, Nong Sang

Comments: submitted to IEEE Transactions on Image Processing

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

[615] arXiv:2112.01800 (cross-list from cs.CV) [pdf, other]

Title: A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples

Sen Jia, Shuguo Jiang, Zhijie Lin, Nanying Li, Meng Xu, Shiqi Yu

Journal-ref: Neurocomputing, Volume 448, 2021, Pages 179-204

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

[616] arXiv:2112.01806 (cross-list from cs.SD) [pdf, other]

Title: Music-to-Dance Generation with Optimal Transport

Shuang Wu, Shijian Lu, Li Cheng

Comments: IJCAI 2022

Subjects: Sound (cs.SD); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[617] arXiv:2112.01821 (cross-list from cs.SD) [pdf, other]

Title: Catch Me If You Can: Blackbox Adversarial Attacks on Automatic Speech Recognition using Frequency Masking

Xiaoliang Wu, Ajitha Rajan

Comments: 11 pages, 7 figures and 3 tables

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

[618] arXiv:2112.01845 (cross-list from cs.CV) [pdf, other]

Title: Semantic Map Injected GAN Training for Image-to-Image Translation

Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, Sunny Manchanda

Comments: Accepted in Fourth Workshop on Computer Vision Applications (WCVA) at ICVGIP 2021

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

[619] arXiv:2112.01848 (cross-list from cs.IT) [pdf, other]

Title: Optimal Probing Sequences for Polarization-Multiplexed Coherent Phase OTDR

Christian Dorize, Elie Awwad, Sterenn Guerrier, Jérémie Renaudier

Comments: Conference paper (27th International Conference on Optical Fiber Sensors), 4 pages, 7 figures

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Instrumentation and Detectors (physics.ins-det); Optics (physics.optics)

[620] arXiv:2112.01857 (cross-list from math.NA) [pdf, other]

Title: Disentangling modes with crossover instantaneous frequencies by synchrosqueezed chirplet transforms, from theory to application

Ziyu Chen, Hau-Tieng Wu

Comments: Fixed typos and added Remark 2

Subjects: Numerical Analysis (math.NA); Signal Processing (eess.SP)

[621] arXiv:2112.01879 (cross-list from cs.LG) [pdf, other]

Title: Reinforcement Learning-Based Automatic Berthing System

Daesoo Lee

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

[622] arXiv:2112.01903 (cross-list from cs.LG) [pdf, other]

Title: Hybrid Digital Twin for process industry using Apros simulation environment

Mohammad Azangoo (1), Joonas Salmi (1), Iivo Yrjölä (1), Jonathan Bensky (1), Gerardo Santillan (2), Nikolaos Papakonstantinou (3), Seppo Sierla (1), Valeriy Vyatkin (1 and 4) ((1) Department of Electrical Engineering and Automation, Aalto University, Espoo, Finland, (2) Semantum Oy, Espoo, Finland, (3) VTT Technical Research Centre of Finland Ltd, Espoo, Finland, (4) Department of Computer Science, Electrical and Space Engineering, Luleå University of Technology, Luleå, Sweden)

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[623] arXiv:2112.01921 (cross-list from cs.LG) [pdf, other]

Title: In situ process quality monitoring and defect detection for direct metal laser melting

Sarah Felix, Saikat Ray Majumder, H. Kirk Mathews, Michael Lexa, Gabriel Lipsa, Xiaohu Ping, Subhrajit Roychowdhury, Thomas Spears

Comments: 16 pages, 4 figures

Journal-ref: Sci Rep 12, 8503 (2022)

Subjects: Machine Learning (cs.LG); Systems and Control (eess.SY); Data Analysis, Statistics and Probability (physics.data-an); Instrumentation and Detectors (physics.ins-det)

[624] arXiv:2112.01932 (cross-list from cs.CV) [pdf, other]

Title: Multi-Content Complementation Network for Salient Object Detection in Optical Remote Sensing Images

Gongyang Li, Zhi Liu, Weisi Lin, Haibin Ling

Comments: 12 pages, 7 figures, Accepted by IEEE Transactions on Geoscience and Remote Sensing 2021

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

[625] arXiv:2112.01984 (cross-list from cs.IT) [pdf, other]

Title: Fixed-Gain AF Relaying for RF-THz Wireless System over $\alpha$-$\kappa$-$\mu$ Shadowed and $\alpha$-$\mu$ Channels

Pranay Bhardwaj, S. M. Zafaruddin

Comments: The paper is accepted for publication in IEEE Communications Letters

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

[626] arXiv:2112.02007 (cross-list from cs.IT) [pdf, other]

Title: Learning to Broadcast for Ultra-Reliable Communication with Differential Quality of Service via the Conditional Value at Risk

Roy Karasik, Osvaldo Simeone, Hyeryung Jang, Shlomo Shamai (Shitz)

Comments: 31 pages, 8 figures, submitted for possible journal publication

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

[627] arXiv:2112.02021 (cross-list from cs.IT) [pdf, other]

Title: Low-Resolution Massive MIMO Under Hardware Power Consumption Constraints

Italo Atzeni, Antti Tölli, Giuseppe Durisi

Comments: Presented at the Asilomar Conference on Signals, Systems, and Computers 2021, Nov. 2021

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

[628] arXiv:2112.02058 (cross-list from cs.LG) [pdf, other]

Title: I-WKNN: Fast-Speed and High-Accuracy WIFI Positioning for Intelligent Stadiums

Zhangzhi Zhao, Zhengying Lou, Ruibo Wang, Qingyao Li, Xing Xu

Journal-ref: Computers & Electrical Engineering, 98, 107619 (2022)

Subjects: Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[629] arXiv:2112.02197 (cross-list from math.OC) [pdf, other]

Title: A Divide-and-Conquer Algorithm for Distributed Optimization on Networks

Nazar Emirov, Guohui Song, Qiyu Sun

Subjects: Optimization and Control (math.OC); Distributed, Parallel, and Cluster Computing (cs.DC); Signal Processing (eess.SP)

[630] arXiv:2112.02237 (cross-list from cs.CV) [pdf, other]

Title: A Triple-Double Convolutional Neural Network for Panchromatic Sharpening

Tian-Jing Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone

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

[631] arXiv:2112.02256 (cross-list from cs.LG) [pdf, other]

Title: Towards the One Learning Algorithm Hypothesis: A System-theoretic Approach

Christos Mavridis, John Baras

Comments: arXiv admin note: text overlap with arXiv:2102.05836

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV); Systems and Control (eess.SY)

[632] arXiv:2112.02260 (cross-list from cs.IT) [pdf, other]

Title: Configuring Intelligent Reflecting Surface with Performance Guarantees: Optimal Beamforming

Yaowen Zhang, Kaiming Shen, Shuyi Ren, Xin Li, Xin Chen, Zhi-Quan Luo

Comments: 9 pages, 10 figures

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

[633] arXiv:2112.02263 (cross-list from cs.AR) [pdf, other]

Title: On the Implementation of Fixed-point Exponential Function for Machine Learning and Signal Processing Accelerators

Mahesh Chandra

Comments: -

Journal-ref: IEEE Design and Test, 2021

Subjects: Hardware Architecture (cs.AR); Signal Processing (eess.SP)

[634] arXiv:2112.02270 (cross-list from cs.CV) [pdf, other]

Title: Feature-based Recognition Framework for Super-resolution Images

Jing Hu, Meiqi Zhang, Rui Zhang (School of Artificial Intelligence and <a href="http://Automation.HUST" rel="external noopener nofollow" class="link-external link-http">this http URL</a>)

Comments: 7 pages, 2 figures

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

[635] arXiv:2112.02321 (cross-list from cs.SD) [pdf, other]

Title: Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network

Xiaolin Hu (1), Kai Li (1), Weiyi Zhang (1), Yi Luo (2), Jean-Marie Lemercier (3), Timo Gerkmann (3) ((1) Department of Computer Science and Technology, Tsinghua University, Beijing, China, (2) Department of Electrical Engineering, Columbia University, NY, USA, (3) Department of Informatics, University of Hamburg, Hamburg, Germany)

Comments: Accepted by NeurIPS 2021, Demo at this https URL

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

[636] arXiv:2112.02335 (cross-list from cs.IT) [pdf, other]

Title: Parallel and Distributed Hybrid Beamforming for Multicell Millimeter Wave MIMO Full Duplex

Chandan Kumar Sheemar, Symeon Chatzinotas, Dirk Slock, Eva Lagunas, Jorge Querol

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

[637] arXiv:2112.02370 (cross-list from math.OC) [pdf, other]

Title: Alpaqa: A matrix-free solver for nonlinear MPC and large-scale nonconvex optimization

Pieter Pas, Mathijs Schuurmans, Panagiotis Patrinos

Comments: Submitted to the 20th European Control Conference (ECC22), London

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

[638] arXiv:2112.02381 (cross-list from cs.RO) [pdf, other]

Title: Active Sensing for Search and Tracking: A Review

Luca Varotto, Angelo Cenedese, Andrea Cavallaro

Comments: 26 pages, 5 tables, 3 figures. This work has been submitted to the IEEE for possible publication

Subjects: Robotics (cs.RO); Systems and Control (eess.SY)

[639] arXiv:2112.02382 (cross-list from cs.CR) [pdf, other]

Title: My(o) Armband Leaks Passwords: An EMG and IMU Based Keylogging Side-Channel Attack

Matthias Gazzari, Annemarie Mattmann, Max Maass, Matthias Hollick

Comments: 24 pages, 10 figures, the source code is available at this https URL and the dataset is available at this https URL

Journal-ref: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., Vol. 5, No. 4, Article 157, December 2021

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Signal Processing (eess.SP)

[640] arXiv:2112.02418 (cross-list from cs.SD) [pdf, other]

Title: YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone

Edresson Casanova, Julian Weber, Christopher Shulby, Arnaldo Candido Junior, Eren Gölge, Moacir Antonelli Ponti

Comments: An Erratum was added on the last page of this paper

Journal-ref: Proceedings of the 39th International Conference on Machine Learning, PMLR 162:2709-2720, 2022

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

[641] arXiv:2112.02475 (cross-list from cs.CV) [pdf, other]

Title: Deblurring via Stochastic Refinement

Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar

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

[642] arXiv:2112.02566 (cross-list from cs.HC) [pdf, other]

Title: Improving Intention Detection in Single-Trial Classification through Fusion of EEG and Eye-tracker Data

Xianliang Ge, Yunxian Pan, Sujie Wang, Linze Qian, Jingjia Yuan, Jie Xu, Nitish Thakor, Yu Sun

Subjects: Human-Computer Interaction (cs.HC); Signal Processing (eess.SP)

[643] arXiv:2112.02662 (cross-list from cs.HC) [pdf, other]

Title: Autonomous Heavy-Duty Mobile Machinery: A Multidisciplinary Collaborative Challenge

Tyrone Machado, David Fassbender, Abdolreza Taheri, Daniel Eriksson, Himanshu Gupta, Amirmasoud Molaei, Paolo Forte, Prashant Rai, Reza Ghabcheloo, Saku Mäkinen, Achim Lilienthal, Henrik Andreasson, Marcus Geimer

Comments: published in 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE)

Journal-ref: 2021 IEEE International Conference on Technology and Entrepreneurship (ICTE), 2021, Kaunas, Lithuania, pp. 1-8

Subjects: Human-Computer Interaction (cs.HC); Systems and Control (eess.SY)

[644] arXiv:2112.02796 (cross-list from cs.SD) [pdf, other]

Title: Conditional Deep Hierarchical Variational Autoencoder for Voice Conversion

Kei Akuzawa, Kotaro Onishi, Keisuke Takiguchi, Kohki Mametani, Koichiro Mori

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

[645] arXiv:2112.02803 (cross-list from cs.IT) [pdf, other]

Title: Multi-User Holographic MIMO Surfaces: Channel Modeling and Spectral Efficiency Analysis

Li Wei, Chongwen Huang, George C. Alexandropoulos, Wei E. I. Sha, Zhaoyang Zhang, Merouane Debbah, Chau Yuen

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

[646] arXiv:2112.02811 (cross-list from cs.SI) [pdf, other]

Title: Mitigating Biological Epidemic on Heterogeneous Social Networks

Jagtap Kalyani Devendra, Kundan Kandhway

Comments: 17 pages, 9 figures. Accepted for publication in Results in Control and Optimization. Published version can be accessed at: this https URL

Subjects: Social and Information Networks (cs.SI); Systems and Control (eess.SY); Physics and Society (physics.soc-ph)

[647] arXiv:2112.02829 (cross-list from cs.CV) [pdf, other]

Title: SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection

Thorsten Hoeser, Claudia Kuenzer

Comments: 29 pages, 13 figures

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

[648] arXiv:2112.02851 (cross-list from cs.CV) [pdf, other]

Title: No-Reference Point Cloud Quality Assessment via Domain Adaptation

Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun

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

[649] arXiv:2112.02869 (cross-list from cs.CV) [pdf, other]

Title: Physics Driven Deep Retinex Fusion for Adaptive Infrared and Visible Image Fusion

Yuanjie Gu, Zhibo Xiao, Yinghan Guan, Haoran Dai, Cheng Liu, Liang Xue, Shouyu Wang

Comments: 20 pages, 9 figures

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

[650] arXiv:2112.02874 (cross-list from cs.IT) [pdf, other]

Title: Parametric Channel Estimation for LoS Dominated Holographic Massive MIMO Systems

Mojtaba Ghermezcheshmeh, Vahid Jamali, Haris Gacanin, Nikola Zlatanov

Comments: 30 pages, 10 figures

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