Electrical Engineering and Systems Science

Authors and titles for August 2021

[751] arXiv:2108.04325 (cross-list from cs.CV) [pdf, other]

Title: AnyoneNet: Synchronized Speech and Talking Head Generation for Arbitrary Person

Xinsheng Wang, Qicong Xie, Jihua Zhu, Lei Xie, Scharenborg

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

[752] arXiv:2108.04344 (cross-list from cs.CV) [pdf, other]

Title: A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging

Aishwarza Panday, Muhammad Ashad Kabir, Nihad Karim Chowdhury

Comments: 23 pages, 6 figures, accepted in Quantitative Biology

Journal-ref: Quantitative Biology, 2021

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

[753] arXiv:2108.04349 (cross-list from cs.CV) [pdf, other]

Title: AASeg: Attention Aware Network for Real Time Semantic Segmentation

Abhinav Sagar

Comments: This work makes assumptions which were found wrong later by the author

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

[754] arXiv:2108.04441 (cross-list from cs.CV) [pdf, other]

Title: Domain-Aware Universal Style Transfer

Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun

Comments: Accepted by ICCV 2021. Code is available at this https URL

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

[755] arXiv:2108.04483 (cross-list from cs.IT) [pdf, other]

Title: Joint Association and Resource Allocation for Multi-Hop Integrated Access and Backhaul (IAB) Network

Byungju Lim, Ju-Hyung Lee, Jae-Hong Kwon, Young-Chai Ko

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

[756] arXiv:2108.04523 (cross-list from cs.FL) [pdf, other]

Title: Decentralized Observation of Discrete-Event Systems: At Least One Can Tell

Stavros Tripakis, Karen Rudie

Subjects: Formal Languages and Automata Theory (cs.FL); Logic in Computer Science (cs.LO); Multiagent Systems (cs.MA); Software Engineering (cs.SE); Systems and Control (eess.SY)

[757] arXiv:2108.04537 (cross-list from cs.RO) [pdf, other]

Title: Time-Optimal Planning for Quadrotor Waypoint Flight

Philipp Foehn, Angel Romero, Davide Scaramuzza

Comments: Narrated video footage available at this https URL. Code available at this https URL. arXiv admin note: text overlap with arXiv:2007.06255

Journal-ref: Published in Science Robotics, 21 Jul 2021, Vol. 6, Issue 56

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

[758] arXiv:2108.04561 (cross-list from cs.IT) [pdf, other]

Title: Evolution of NOMA Toward Next Generation Multiple Access (NGMA) for 6G

Yuanwei Liu, Shuowen Zhang, Xidong Mu, Zhiguo Ding, Robert Schober, Naofal Al-Dhahir, Ekram Hossain, Xuemin Shen

Comments: 34 pages, 10 figures, a survey paper accepted by the IEEE JSAC special issue on Next Generation Multiple Access

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

[759] arXiv:2108.04577 (cross-list from cs.NI) [pdf, other]

Title: An Open Framework for Analyzing and Modeling XR Network Traffic

Mattia Lecci, Matteo Drago, Andrea Zanella, Michele Zorzi

Comments: 15 pages, 8 figures, 2 tables, 1 algorithm. This paper has been submitted to IEEE Access, copyright might change without notice. Please cite it as: M. Lecci, M. Drago, A. Zanella, M. Zorzi, "An Open Framework for Analyzing and Modeling XR Network Traffic," Submitted to IEEE Access, Pre-print available on arXiv

Subjects: Networking and Internet Architecture (cs.NI); Human-Computer Interaction (cs.HC); Multimedia (cs.MM); Signal Processing (eess.SP)

[760] arXiv:2108.04579 (cross-list from cs.IT) [pdf, other]

Title: The Impact of Subspace-Based Pilot Decontamination in User-Centric Scalable Cell-Free Wireless Networks

Fabian Göttsch, Noboru Osawa, Takeo Ohseki, Kosuke Yamazaki, Giuseppe Caire

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

[761] arXiv:2108.04585 (cross-list from cs.LG) [pdf, other]

Title: Recurrent Neural Network-based Internal Model Control design for stable nonlinear systems

Fabio Bonassi, Riccardo Scattolini

Comments: Copyright 2022. This manuscript version is made available under the CC-BY-NC-ND 4.0 license. This manuscript has been published at Elsevier European Journal of Control. Published article available at DOI https://doi.org/10.1016/j.ejcon.2022.100632

Journal-ref: European Journal of Control (2022) 100632

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

[762] arXiv:2108.04605 (cross-list from cs.AI) [pdf, other]

Title: A Novel Markovian Framework for Integrating Absolute and Relative Ordinal Emotion Information

Jingyao Wu, Ting Dang, Vidhyasaharan Sethu, Eliathamby Ambikairajah

Comments: This work has been submitted to IEEE for possible publication

Subjects: Artificial Intelligence (cs.AI); Audio and Speech Processing (eess.AS)

[763] arXiv:2108.04611 (cross-list from cs.HC) [pdf, other]

Title: Haptic Situational Awareness Using Continuous Vibrotactile Sensations

Muhammad Aakash Khaliq, Hammad Munawar, Qasim Ali

Comments: 18 Pages

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

[764] arXiv:2108.04633 (cross-list from cs.IT) [pdf, other]

Title: Channel Modeling and Channel Estimation for Holographic Massive MIMO with Planar Arrays

Özlem Tuğfe Demir, Emil Björnson, Luca Sanguinetti

Comments: 5 pages, 4 figures, submitted to IEEE letters

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

[765] arXiv:2108.04650 (cross-list from physics.app-ph) [pdf, other]

Title: Adaptive Time-Resolved Mass Spectrometry with Nanomechanical Resonant Sensors

Alper Demir

Comments: 8 pages, 3 figures

Subjects: Applied Physics (physics.app-ph); Systems and Control (eess.SY)

[766] arXiv:2108.04660 (cross-list from physics.app-ph) [pdf, other]

Title: An Experimental Study of the Acoustic Field of a Single-Cell Piezoelectric Micromachined Ultrasound Transducer (PMUT)

Bibhas Nayak, Harshvardhan Gupta, Kaustav Roy, Anuj Ashok, Vijayendra Shastri, Rudra Pratap

Comments: 6 pages, 10 figures

Subjects: Applied Physics (physics.app-ph); Signal Processing (eess.SP); Instrumentation and Detectors (physics.ins-det)

[767] arXiv:2108.04692 (cross-list from cs.CL) [pdf, other]

Title: Automated Audio Captioning using Transfer Learning and Reconstruction Latent Space Similarity Regularization

Andrew Koh, Fuzhao Xue, Eng Siong Chng

Comments: to be submitted to icassp 2022

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

[768] arXiv:2108.04736 (cross-list from cs.IT) [pdf, other]

Title: A New Class of Structured Beamforming for Content-Centric Fog Radio Access Networks

W. Zhu, H. D. Tuan, E. Dutkiewicz, Y. Fang, L. Hanzo

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

[769] arXiv:2108.04802 (cross-list from math.DS) [pdf, other]

Title: Effects of sampling and horizon in predictive reinforcement learning

Pavel Osinenko, Dmitrii Dobriborsci

Subjects: Dynamical Systems (math.DS); Systems and Control (eess.SY)

[770] arXiv:2108.04892 (cross-list from cs.CR) [pdf, other]

Title: Fun-SAT: Functional Corruptibility-Guided SAT-Based Attack on Sequential Logic Encryption

Yinghua Hu, Yuke Zhang, Kaixin Yang, Dake Chen, Peter A. Beerel, Pierluigi Nuzzo

Comments: Accepted at IEEE International Symposium on Hardware Oriented Security and Trust (HOST) 2021

Subjects: Cryptography and Security (cs.CR); Systems and Control (eess.SY)

[771] arXiv:2108.04957 (cross-list from cs.CV) [pdf, other]

Title: An Image-based Generator Architecture for Synthetic Image Refinement

Alex Nasser

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

[772] arXiv:2108.05024 (cross-list from math.DS) [pdf, other]

Title: Learning strange attractors with reservoir systems

Lyudmila Grigoryeva, Allen Hart, Juan-Pablo Ortega

Comments: 36 pages, 11 figures

Subjects: Dynamical Systems (math.DS); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)

[773] arXiv:2108.05030 (cross-list from cs.RO) [pdf, other]

Title: DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks

Peide Cai, Hengli Wang, Yuxiang Sun, Ming Liu

Comments: Accepted to IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2022

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

[774] arXiv:2108.05080 (cross-list from cs.CV) [pdf, other]

Title: FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo

Comments: Part of Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (NeurIPS Datasets and Benchmarks 2021)

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

[775] arXiv:2108.05096 (cross-list from physics.optics) [pdf, other]

Title: Omnidirectional ghost imaging system and unwrapping-free panoramic ghost imaging

Huan Cui, Jie Cao, Qun Hao, Dong Zhou, Mingyuan Tang, Kaiyu Zhang, Yingqiang Zhang

Subjects: Optics (physics.optics); Image and Video Processing (eess.IV)

[776] arXiv:2108.05118 (cross-list from cs.RO) [pdf, other]

Title: Capture Uncertainties in Deep Neural Networks for Safe Operation of Autonomous Driving Vehicles

Liuhui Ding, Dachuan Li, Bowen Liu, Wenxing Lan, Bing Bai, Qi Hao, Weipeng Cao, Ke Pei

Comments: To appear in the 19th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2021)

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

[777] arXiv:2108.05470 (cross-list from cs.SD) [pdf, other]

Title: On The Compensation Between Magnitude and Phase in Speech Separation

Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux

Comments: in IEEE Signal Processing Letters

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

[778] arXiv:2108.05553 (cross-list from cs.SD) [pdf, other]

Title: Deep Neural Network Voice Activity Detector for Downsampled Audio Data: An Experiment Report

Mikael Ovaska (1), Joni Kultanen (1), Teemu Autto (1), Joonas Uusnäkki (1), Antti Kariluoto (1), Joonas Himmanen (1), Mikko Virtaneva (2), Pasi Kaitila (2), Pekka Abrahamsson (1) ((1) University of Jyväskylä, (2) Workspace Oy)

Comments: Pre-print. 7 Pages, 2 figures and 5 tables

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

[779] arXiv:2108.05563 (cross-list from cs.CV) [pdf, other]

Title: Deep Camera Obscura: An Image Restoration Pipeline for Lensless Pinhole Photography

Joshua D. Rego, Huaijin Chen, Shuai Li, Jinwei Gu, Suren Jayasuriya

Comments: 11 pages, 10 figures

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

[780] arXiv:2108.05616 (cross-list from physics.optics) [pdf, other]

Title: SSR-PR: Single-shot Super-Resolution Phase Retrieval based two prior calibration tests

Peter Kocsis, Igor Shevkunov, Vladimir Katkovnik, Heikki Rekola, Karen Egiazarian

Subjects: Optics (physics.optics); Image and Video Processing (eess.IV)

[781] arXiv:2108.05629 (cross-list from math.OC) [pdf, other]

Title: Optimal actuator design via Brunovsky's normal form

Borjan Geshkovski, Enrique Zuazua

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

[782] arXiv:2108.05684 (cross-list from cs.SD) [pdf, other]

Title: RW-Resnet: A Novel Speech Anti-Spoofing Model Using Raw Waveform

Youxuan Ma, Zongze Ren, Shugong Xu

Comments: Accepted for Interspeech2021

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

[783] arXiv:2108.05710 (cross-list from cs.RO) [pdf, other]

Title: Exploration of lane-changing duration for heavy vehicles and passenger cars: a survival analysis approach

Yang Li, Linbo Li, Daiheng Ni

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

[784] arXiv:2108.05792 (cross-list from cs.RO) [pdf, other]

Title: From market-ready ROVs to low-cost AUVs

Jonatan Scharff Willners, Ignacio Carlucho, Tomasz Łuczyński, Sean Katagiri, Chandler Lemoine, Joshua Roe, Dylan Stephens, Shida Xu, Yaniel Carreno, Èric Pairet, Corina Barbalata, Yvan Petillot, Sen Wang

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

[785] arXiv:2108.05837 (cross-list from stat.AP) [pdf, other]

Title: City-wide modeling of Vehicle-to-Grid Economics to Understand Effects of Battery Performance

Heta A. Gandhi, Andrew D. White

Comments: 17 Pages, 10 Figures, 1 Table

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

[786] arXiv:2108.05868 (cross-list from cs.RO) [pdf, other]

Title: A Semi-Lagrangian Approach for the Minimal Exposure Path Problem in Wireless Sensor Networks

Armando Alves Neto, Víctor C. da Silva Campos, Douglas G. Macharet

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

[787] arXiv:2108.05875 (cross-list from cs.RO) [pdf, other]

Title: Distributional Depth-Based Estimation of Object Articulation Models

Ajinkya Jain, Stephen Giguere, Rudolf Lioutikov, Scott Niekum

Comments: In the proceedings of the 5th Annual Conference on Robot Learning (CoRL), 2021. Project webpage: this https URL . 18 pages, 10 figures, 4 tables

Subjects: Robotics (cs.RO); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Systems and Control (eess.SY)

[788] arXiv:2108.05929 (cross-list from cs.SD) [pdf, other]

Title: Parameter Tuning of Time-Frequency Masking Algorithms for Reverberant Artifact Removal within the Cochlear Implant Stimulus

Lidea K. Shahidi, Leslie M. Collins, Boyla O. Mainsah

Comments: 5 pages, 4 figures

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

[789] arXiv:2108.05930 (cross-list from cs.CV) [pdf, other]

Title: A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang

Comments: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021); Domain Adaptation and Representation Transfer (DART)

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

[790] arXiv:2108.05985 (cross-list from physics.med-ph) [pdf, other]

Title: Optimized multi-axis spiral projection MR fingerprinting with subspace reconstruction for rapid whole-brain high-isotropic-resolution quantitative imaging

Xiaozhi Cao, Congyu Liao, Siddharth Srinivasan Iyer, Zhixing Wang, Zihan Zhou, Erpeng Dai, Gilad Liberman, Zijing Dong, Ting Gong, Hongjian He, Jianhui Zhong, Berkin Bilgic, Kawin Setsompop

Comments: 40 pages, 11 figures, 2 tables

Journal-ref: Magnetic Resonance in Medicine, 2022

Subjects: Medical Physics (physics.med-ph); Image and Video Processing (eess.IV)

[791] arXiv:2108.05995 (cross-list from cs.MA) [pdf, other]

Title: Screenline-based Two-step Calibration and its application to an agent-based urban freight simulator

Yusuke Hara, Takanori Sakai, André Romano Alho, Moshe Ben-Akiva

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

[792] arXiv:2108.06025 (cross-list from cs.IT) [pdf, html, other]

Title: Interference Mitigation using Optimized Angle Diversity Receiver in LiFi Cellular Network

Zhihong Zeng, Chen Chen, Svetislav Savovi, Mohammad Dehghani Soltani, Cheng Chen, Majid Safari, Harald Haas

Comments: 15 pages, 16 figures, journal

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Systems and Control (eess.SY)

[793] arXiv:2108.06061 (cross-list from quant-ph) [pdf, other]

Title: Machine Learning Based Parameter Estimation of Gaussian Quantum States

Neel Kanth Kundu, Matthew R. McKay, Ranjan K. Mallik

Comments: Submitted to IEEE Transactions on Quantum Engineering

Subjects: Quantum Physics (quant-ph); Signal Processing (eess.SP)

[794] arXiv:2108.06086 (cross-list from cs.IT) [pdf, other]

Title: A VCSEL Array Transmission System with Novel Beam Activation Mechanisms

Zhihong Zeng, Mohammad Dehghani Soltani, Majid Safari, Harald Haas

Comments: 30 pages, 15 figures, journal

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Systems and Control (eess.SY)

[795] arXiv:2108.06103 (cross-list from cs.CV) [pdf, other]

Title: Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

Comments: Manuscript to IEEE TGRS

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

[796] arXiv:2108.06113 (cross-list from cs.CV) [pdf, other]

Title: UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation

D.Y. Rao, X.J. Wu, H. Li, J. Kittler, T.Y. Xu

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

[797] arXiv:2108.06172 (cross-list from cs.NI) [pdf, other]

Title: 5G NB-IoT via low density LEO Constellations

René Brandborg Sørensen, Henrik Krogh Møller, Per Koch

Comments: this https URL

Journal-ref: Proceedings of Small Satellite Conference 2021

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

[798] arXiv:2108.06192 (cross-list from cs.HC) [pdf, other]

Title: Gaze-Contingent Retinal Speckle Suppression for Perceptually-Matched Foveated Holographic Displays

Praneeth Chakravarthula, Zhan Zhang, Okan Tursun, Piotr Didyk, Qi Sun, Henry Fuchs

Subjects: Human-Computer Interaction (cs.HC); Multimedia (cs.MM); Image and Video Processing (eess.IV); Optics (physics.optics)

[799] arXiv:2108.06209 (cross-list from cs.LG) [pdf, other]

Title: W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training

Yu-An Chung, Yu Zhang, Wei Han, Chung-Cheng Chiu, James Qin, Ruoming Pang, Yonghui Wu

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

[800] arXiv:2108.06229 (cross-list from cs.IT) [pdf, other]

Title: Hardware-Aware Beamspace Precoding for All-Digital mmWave Massive MU-MIMO

Emre Gönültaş, Sueda Taner, Alexandra Gallyas-Sanhueza, Seyed Hadi Mirfarshbafan, Christoph Studer

Comments: To appear in IEEE Communications Letters

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