Electrical Engineering and Systems Science

Authors and titles for February 2021

[701] arXiv:2102.02734 (cross-list from physics.med-ph) [pdf, other]

Title: Deep learning-based synthetic-CT generation in radiotherapy and PET: a review

Maria Francesca Spadea, Matteo Maspero, Paolo Zaffino, Joao Seco

Comments: 59 pages, 4 figures, 5 tables; two first equally contributing authors; Medical Physics. 2021

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

[702] arXiv:2102.02738 (cross-list from physics.med-ph) [pdf, other]

Title: SIMUS: an open-source simulator for medical ultrasound imaging. Part I: theory & examples

Damien Garcia

Subjects: Medical Physics (physics.med-ph); Signal Processing (eess.SP)

[703] arXiv:2102.02763 (cross-list from math.OC) [pdf, other]

Title: A general framework for constrained convex quaternion optimization

Julien Flamant, Sebastian Miron, David Brie

Comments: 14 pages

Subjects: Optimization and Control (math.OC); Signal Processing (eess.SP)

[704] arXiv:2102.02772 (cross-list from physics.med-ph) [pdf, other]

Title: Single-Shell NODDI Using Dictionary Learner Estimated Isotropic Volume Fraction

Abrar Faiyaz, Marvin Doyley, Giovanni Schifitto, Jianhui Zhong, Md Nasir Uddin

Comments: 56 pages, 9 Figures, 2 Tables, Supplementary Document (attached)

Subjects: Medical Physics (physics.med-ph); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[705] arXiv:2102.02802 (cross-list from cs.IT) [pdf, other]

Title: Federated mmWave Beam Selection Utilizing LIDAR Data

Mahdi Boloursaz Mashhadi, Mikolaj Jankowski, Tze-Yang Tung, Szymon Kobus, Deniz Gunduz

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Machine Learning (stat.ML)

[706] arXiv:2102.02828 (cross-list from cs.CV) [pdf, other]

Title: Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs

Jason D. McEwen, Christopher G. R. Wallis, Augustine N. Mavor-Parker

Comments: 18 pages, 6 figures, accepted by ICLR, code at this https URL

Subjects: Computer Vision and Pattern Recognition (cs.CV); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG); Image and Video Processing (eess.IV)

[707] arXiv:2102.02883 (cross-list from math.OC) [pdf, other]

Title: Obstacle Avoidance via Hybrid Feedback

Soulaimane Berkane, Andrea Bisoffi, Dimos V. Dimarogonas

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

[708] arXiv:2102.02896 (cross-list from cs.CV) [pdf, other]

Title: Compressed Object Detection

Gedeon Muhawenayo, Georgia Gkioxari

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

[709] arXiv:2102.02942 (cross-list from cs.RO) [pdf, other]

Title: BAXTER: Bi-modal Aerial-Terrestrial Hybrid Vehicle for Long-endurance Versatile Mobility: Preprint Version

Hyungho Chris Choi, Inhwan Wee, Micah Corah, Sahand Sabet, Taeyeon Kim, Thomas Touma, David Hyunchul Shim, Ali-akbar Agha-mohammadi

Comments: 13 pages, 8 figures, 1 table. Accepted to ISER 2020

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

[710] arXiv:2102.02946 (cross-list from cs.IT) [pdf, other]

Title: Learning Rate Optimization for Federated Learning Exploiting Over-the-air Computation

Chunmei Xu, Shengheng Liu, Zhaohui Yang, Yongming Huang, Kai-Kit Wong

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

[711] arXiv:2102.02964 (cross-list from cs.SD) [pdf, other]

Title: Diversity-Robust Acoustic Feature Signatures Based on Multiscale Fractal Dimension for Similarity Search of Environmental Sounds

Motohiro Sunouchi, Masaharu Yoshioka

Comments: 15 pages, 14 figures

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

[712] arXiv:2102.02975 (cross-list from physics.med-ph) [pdf, other]

Title: Observer study-based evaluation of a stochastic and physics-based method to generate oncological PET images

Ziping Liu, Richard Laforest, Joyce Mhlanga, Tyler J. Fraum, Malak Itani, Farrokh Dehdashti, Barry A. Siegel, Abhinav K. Jha

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

[713] arXiv:2102.03026 (cross-list from cs.CV) [pdf, other]

Title: Instance and Panoptic Segmentation Using Conditional Convolutions

Zhi Tian, Bowen Zhang, Hao Chen, Chunhua Shen

Comments: Accepted to IEEE T. Pattern Analysis and Machine Intelligence (TPAMI). Extended version of arXiv:2003.05664

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

[714] arXiv:2102.03049 (cross-list from cs.SD) [pdf, other]

Title: Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1

Fu-Shun Hsu, Shang-Ran Huang, Chien-Wen Huang, Chao-Jung Huang, Yuan-Ren Cheng, Chun-Chieh Chen, Jack Hsiao, Chung-Wei Chen, Li-Chin Chen, Yen-Chun Lai, Bi-Fang Hsu, Nian-Jhen Lin, Wan-Lin Tsai, Yi-Lin Wu, Tzu-Ling Tseng, Ching-Ting Tseng, Yi-Tsun Chen, Feipei Lai

Comments: 48 pages, 8 figures. Accepted by PLoS One

Journal-ref: PLoS ONE, 2021, 16(7): e0254134

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

[715] arXiv:2102.03055 (cross-list from cs.SD) [pdf, other]

Title: Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR

Ruizhi Li, Gregory Sell, Hynek Hermansky

Comments: Accepted at IEEE SLT 2021

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

[716] arXiv:2102.03071 (cross-list from cs.IT) [pdf, other]

Title: Globally Optimal Beamforming for Rate Splitting Multiple Access

Bho Matthiesen, Yijie Mao, Petar Popovski, Bruno Clerckx

Comments: To be presented at 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2021)

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

[717] arXiv:2102.03077 (cross-list from cs.IT) [pdf, other]

Title: Deep Reinforcement Learning for Energy-Efficient Beamforming Design in Cell-Free Networks

Weilai Li, Wanli Ni, Hui Tian, Meihui Hua

Comments: accepted by 2021 IEEE WCNC Workshops

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

[718] arXiv:2102.03170 (cross-list from cs.SD) [pdf, other]

Title: White-box Audio VST Effect Programming

Christopher Mitcheltree, Hideki Koike

Comments: The latest version of the system is to appear at EvoMUSART 2021 as a full paper. Audio samples of the latest system can be listened to at this https URL

Journal-ref: 4th Workshop on Machine Learning for Creativity and Design at NeurIPS 2020, Vancouver, Canada

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

[719] arXiv:2102.03207 (cross-list from cs.SD) [pdf, other]

Title: Real-time Denoising and Dereverberation with Tiny Recurrent U-Net

Hyeong-Seok Choi, Sungjin Park, Jie Hwan Lee, Hoon Heo, Dongsuk Jeon, Kyogu Lee

Comments: 5 pages, 2 figures, 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). arXiv admin note: text overlap with arXiv:2006.00687

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

[720] arXiv:2102.03229 (cross-list from cs.SD) [pdf, other]

Title: Multi-Task Self-Supervised Pre-Training for Music Classification

Ho-Hsiang Wu, Chieh-Chi Kao, Qingming Tang, Ming Sun, Brian McFee, Juan Pablo Bello, Chao Wang

Comments: Copyright 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

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

[721] arXiv:2102.03280 (cross-list from cs.LG) [pdf, other]

Title: Multi-Sample Online Learning for Spiking Neural Networks based on Generalized Expectation Maximization

Hyeryung Jang, Osvaldo Simeone

Comments: To be presented at ICASSP 2021. Author's Accepted Manuscript. (A longer version can be found at arXiv:2007.11894), Author's Accepted Manuscript. arXiv admin note: text overlap with arXiv:2007.11894

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Signal Processing (eess.SP); Machine Learning (stat.ML)

[722] arXiv:2102.03298 (cross-list from cs.RO) [pdf, other]

Title: Maintaining driver attentiveness in shared-control autonomous driving

Radu Calinescu, Naif Alasmari, Mario Gleirscher

Comments: 7 pages, 6 figures

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

[723] arXiv:2102.03325 (cross-list from cs.IT) [pdf, other]

Title: Predictive Relay Selection: A Cooperative Diversity Scheme Using Deep Learning

Wei Jiang, Hans Dieter Schotten

Comments: IEEE Wireless Communications and Networking Conference (WCNC) 2021, Accepted

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

[724] arXiv:2102.03393 (cross-list from cs.CV) [pdf, other]

Title: MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning

Abhishek Bihani, Hugh Daigle, Javier E. Santos, Christopher Landry, Masa Prodanovic, Kitty Milliken

Comments: 24 pages, 8 figures, submitted to Computers and Geosciences

Subjects: Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV); Geophysics (physics.geo-ph)

[725] arXiv:2102.03409 (cross-list from cs.IT) [pdf, other]

Title: A Simple Cooperative Diversity Method Based on Deep-Learning-Aided Relay Selection

Wei Jiang, Hans Dieter Schotten

Comments: arXiv admin note: text overlap with arXiv:2102.03325

Subjects: Information Theory (cs.IT); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[726] arXiv:2102.03424 (cross-list from cs.CV) [pdf, other]

Title: Learning Audio-Visual Correlations from Variational Cross-Modal Generation

Ye Zhu, Yu Wu, Hugo Latapie, Yi Yang, Yan Yan

Comments: Accepted to ICASSP 2021

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

[727] arXiv:2102.03489 (cross-list from cs.IT) [pdf, other]

Title: Communications using Sparse Signals

Madhusudan Kumar Sinha, Arun Pachai Kannu

Comments: 11 pages, 8 figures

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

[728] arXiv:2102.03531 (cross-list from cs.RO) [pdf, other]

Title: Feedback-based Digital Higher-order Terminal Sliding Mode for 6-DOF Industrial Manipulators

Zhian Kuang, Xiang Zhang, Liting Sun, Huijun Gao, Masayoshi Tomizuka

Comments: This paper has been accepted by American Control Conference 2021

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

[729] arXiv:2102.03546 (cross-list from cs.CR) [pdf, other]

Title: Convolutional Neural Network-based Intrusion Detection System for AVTP Streams in Automotive Ethernet-based Networks

Seonghoon Jeong, Boosun Jeon, Boheung Chung, Huy Kang Kim

Comments: 35 pages, 9 figures, accepted to Vehicular Communications (Elsevier)

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

[730] arXiv:2102.03573 (cross-list from physics.med-ph) [pdf, other]

Title: Identification of EEG Dynamics During Freezing of Gait and Voluntary Stopping in Patients with Parkinson's Disease

Zehong Cao, Alka Rachel John, Hsiang-Ting Chen, Kaylena Ehgoetz Martens, Matthew Georgiades, Moran Gilat, Hung T. Nguyen, Simon J. G. Lewis, Chin-Teng Lin

Subjects: Medical Physics (physics.med-ph); Signal Processing (eess.SP)

[731] arXiv:2102.03629 (cross-list from cs.HC) [pdf, other]

Title: EEG-based Investigation of the Impact of Classroom Design on Cognitive Performance of Students

Jesus G. Cruz-Garza, Michael Darfler, James D. Rounds, Elita Gao, Saleh Kalantari

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

[732] arXiv:2102.03662 (cross-list from cs.CL) [pdf, other]

Title: A bandit approach to curriculum generation for automatic speech recognition

Anastasia Kuznetsova, Anurag Kumar, Francis M. Tyers

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

[733] arXiv:2102.03700 (cross-list from cs.CV) [pdf, other]

Title: A procedure for automated tree pruning suggestion using LiDAR scans of fruit trees

Fredrik Westling, James Underwood, Mitch Bryson

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

[734] arXiv:2102.03705 (cross-list from cs.RO) [pdf, other]

Title: An Analytic Layer-wise Deep Learning Framework with Applications to Robotics

Huu-Thiet Nguyen, Chien Chern Cheah, Kar-Ann Toh

Comments: The paper has been published in Automatica

Journal-ref: Automatica, vol. 135, Jan. 2022

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

[735] arXiv:2102.03728 (cross-list from cs.CV) [pdf, other]

Title: Adversarial Imaging Pipelines

Buu Phan, Fahim Mannan, Felix Heide

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

[736] arXiv:2102.03777 (cross-list from cs.HC) [pdf, other]

Title: EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition

Zhen Liang, Rushuang Zhou, Li Zhang, Linling Li, Gan Huang, Zhiguo Zhang, Shin Ishii

Journal-ref: IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29(2021) 1913-1925

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

[737] arXiv:2102.03840 (cross-list from cs.SI) [pdf, other]

Title: Asynchronous semi-anonymous dynamics over large-scale networks

Chiara Ravazzi, Giacomo Como, Michele Garetto, Emilio Leonardi, Alberto Tarable

Comments: 64 pages, 15 figures, submitted

Subjects: Social and Information Networks (cs.SI); Multiagent Systems (cs.MA); Systems and Control (eess.SY)

[738] arXiv:2102.03853 (cross-list from physics.optics) [pdf, other]

Title: Bypassing the resolution limit of diffractive zone plate optics via rotational Fourier ptychography

Chengfei Guo, Shaowei Jiang, Pengming Song, Zichao Bian, Tianbo Wang, Pouria Hoveida, Xiaopeng Shao

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

[739] arXiv:2102.03868 (cross-list from cs.SD) [pdf, other]

Title: U-vectors: Generating clusterable speaker embedding from unlabeled data

M. F. Mridha, Abu Quwsar Ohi, Muhammad Mostafa Monowar, Md. Abdul Hamid, Md. Rashedul Islam, Yutaka Watanobe

Comments: 18 pages, 7 figures

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

[740] arXiv:2102.03885 (cross-list from cs.LG) [pdf, other]

Title: Few-shot time series segmentation using prototype-defined infinite hidden Markov models

Yazan Qarout, Yordan P. Raykov, Max A. Little

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Statistics Theory (math.ST)

[741] arXiv:2102.03957 (cross-list from cs.SD) [pdf, other]

Title: Extracting the Auditory Attention in a Dual-Speaker Scenario from EEG using a Joint CNN-LSTM Model

Ivine Kuruvila, Jan Muncke, Eghart Fischer, Ulrich Hoppe

Comments: 18 pages, 6 figures

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

[742] arXiv:2102.03958 (cross-list from cs.IT) [pdf, other]

Title: Compressed Shaping: Concept and FPGA Demonstration

Tsuyoshi Yoshida, Koji Igarashi, Magnus Karlsson, Erik Agrell

Comments: 10 pages, 12 figures

Journal-ref: IEEE/OSA Journal of Lightwave Technology, vol. 39, no. 17, pp. 5412-5422, Sept. 2021

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

[743] arXiv:2102.03971 (cross-list from physics.med-ph) [pdf, other]

Title: Task-based assessment of binned and list-mode SPECT systems

Md Ashequr Rahman, Abhinav K. Jha

Comments: SPIE Medical Imaging 2021

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

[744] arXiv:2102.03973 (cross-list from cs.CV) [pdf, other]

Title: STS-GAN: Can We Synthesize Solid Texture with High Fidelity from Arbitrary 2D Exemplar?

Xin Zhao, Jifeng Guo, Lin Wang, Fanqi Li, Jiahao Li, Junteng Zheng, Bo Yang

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

[745] arXiv:2102.03975 (cross-list from cs.LG) [pdf, other]

Title: Reconstruction of Sparse Signals under Gaussian Noise and Saturation

Shuvayan Banerjee, Radhe Srivastava, Ajit Rajwade

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

[746] arXiv:2102.04018 (cross-list from cs.CV) [pdf, other]

Title: Analysis of Latent-Space Motion for Collaborative Intelligence

Mateen Ulhaq, Ivan V. Bajić

Comments: 6 pages, 6 figures, extended version of an IEEE ICASSP 2021 paper

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

[747] arXiv:2102.04040 (cross-list from cs.SD) [pdf, other]

Title: LightSpeech: Lightweight and Fast Text to Speech with Neural Architecture Search

Renqian Luo, Xu Tan, Rui Wang, Tao Qin, Jinzhu Li, Sheng Zhao, Enhong Chen, Tie-Yan Liu

Comments: Accepted to ICASSP 21

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

[748] arXiv:2102.04051 (cross-list from cs.HC) [pdf, other]

Title: HumanACGAN: conditional generative adversarial network with human-based auxiliary classifier and its evaluation in phoneme perception

Yota Ueda, Kazuki Fujii, Yuki Saito, Shinnosuke Takamichi, Yukino Baba, Hiroshi Saruwatari

Comments: 5 pages, 6 figures, to be published in 2021 IEEE International Conference on Acoustics, Speech and Signal Processing

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

[749] arXiv:2102.04054 (cross-list from cs.RO) [pdf, other]

Title: Sensor Planning for Large Numbers of Robots

Micah Corah

Comments: PhD thesis, Accepted September 2020, 189 pages

Subjects: Robotics (cs.RO); Information Theory (cs.IT); Systems and Control (eess.SY); Optimization and Control (math.OC)

[750] arXiv:2102.04056 (cross-list from cs.SD) [pdf, other]

Title: Speaker and Direction Inferred Dual-channel Speech Separation

Chenxing Li, Jiaming Xu, Nima Mesgarani, Bo Xu

Comments: Accepted by ICASSP 2021

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