Electrical Engineering and Systems Science

Authors and titles for March 2021

[201] arXiv:2103.04367 [pdf, other]

Title: Adaptive Detection of Dim Maneuvering Targets in Adjacent Range Cells

Sheng Yan, Pia Addabbo, Chengpeng Hao, Danilo Orlando

Comments: 5 pages

Subjects: Signal Processing (eess.SP)

[202] arXiv:2103.04384 [pdf, other]

Title: Automatic Flare Spot Artifact Detection and Removal in Photographs

Patricia Vitoria, Coloma Ballester

Comments: Journal of Mathematical Imaging and Vision, 2019

Journal-ref: Journal of Mathematical Imaging and Vision, 2019

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

[203] arXiv:2103.04421 [pdf, other]

Title: Snapshot Compressive Imaging: Principle, Implementation, Theory, Algorithms and Applications

Xin Yuan, David J. Brady, Aggelos K. Katsaggelos

Comments: Extension of X. Yuan, D. J. Brady and A. K. Katsaggelos, "Snapshot Compressive Imaging: Theory, Algorithms, and Applications," in IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 65-88, March 2021, doi: https://doi.org/10.1109/MSP.2020.3023869

Journal-ref: in IEEE Signal Processing Magazine, vol. 38, no. 2, pp. 65-88, March 2021

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

[204] arXiv:2103.04426 [pdf, other]

Title: Presenting the Multi-Objective Optimization Model of Search and Rescue Network

Md Mashum Billal, Maryam Maleki

Subjects: Systems and Control (eess.SY)

[205] arXiv:2103.04477 [pdf, other]

Title: Ergodic Secrecy Rate of Optimal Source Selection in a Multi-Source System with Unreliable Backhaul

Chinmoy Kundu, Mark F. Flanagan

Subjects: Signal Processing (eess.SP)

[206] arXiv:2103.04478 [pdf, other]

Title: Secrecy Outage of Dual-hop Regenerative Multi-relay System with Relay Selection

Chinmoy Kundu, Sarbani Ghose, Ranjan Bose

Subjects: Signal Processing (eess.SP)

[207] arXiv:2103.04479 [pdf, other]

Title: Secrecy Performance of Small-Cell Networks with Transmitter Selection and Unreliable Backhaul under Spectrum Sharing Environment

Jinghua Zhang, Chinmoy Kundu, Octavia A. Dobre, Emi Garcia-Palacios, Nguyen-Son Vo

Subjects: Signal Processing (eess.SP)

[208] arXiv:2103.04480 [pdf, other]

Title: Learning Distributed Stabilizing Controllers for Multi-Agent Systems

Gangshan Jing, He Bai, Jemin George, Aranya Chakrabortty, Piyush K. Sharma

Comments: This paper propose model-free RL algorithms for deriving stabilizing gains of continuous-time multi-agent systems

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

[209] arXiv:2103.04505 [pdf, other]

Title: Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges

Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia

Comments: Accepted to ACM Computing Surveys (CSUR)

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

[210] arXiv:2103.04530 [pdf, other]

Title: Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting

Weiming Hu, Guido Cervone, George Young, Luca Delle Monache

Comments: 32 pages, 9 figures

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

[211] arXiv:2103.04537 [pdf, other]

Title: Multimodal Representation Learning via Maximization of Local Mutual Information

Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth Berkowitz, Steven Horng, Polina Golland, William M. Wells

Comments: In Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021

Journal-ref: In International Conference on Medical Image Computing and Computer-Assisted Intervention, pp. 273-283. Springer, Cham, 2021

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

[212] arXiv:2103.04545 [pdf, other]

Title: Anytime Ellipsoidal Over-approximation of Forward Reach Sets of Uncertain Linear Systems

Shadi Haddad, Abhishek Halder

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

[213] arXiv:2103.04552 [pdf, other]

Title: U-DuDoNet: Unpaired dual-domain network for CT metal artifact reduction

Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou

Comments: 11 pages, 4 figures

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

[214] arXiv:2103.04563 [pdf, other]

Title: Human-Machine Adaptive Shared Control for Safe Automated Driving under Automation Degradation

Chao Huang, Chen Lv, Peng Hang, Zhongxu Hu, Yang Xing

Subjects: Systems and Control (eess.SY)

[215] arXiv:2103.04566 [pdf, other]

Title: OUTCOMES: Rapid Under-sampling Optimization achieves up to 50% improvements in reconstruction accuracy for multi-contrast MRI sequences

Ke Wang, Enhao Gong, Yuxin Zhang, Suchadrima Banerjee, Greg Zaharchuk, John Pauly

Comments: 12 pages, 5 figures

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

[216] arXiv:2103.04579 [pdf, other]

Title: On Joint Reconstruction of State and Input-Output Injection Attacks for Nonlinear Systems

Tianci Yang, Carlos Murguia, Chen Lv, Dragan Nesic, Chao Huang

Comments: arXiv admin note: text overlap with arXiv:1904.04237

Subjects: Systems and Control (eess.SY)

[217] arXiv:2103.04667 [pdf, other]

Title: Voting in Transfer Learning System for Ground-Based Cloud Classification

Mario Manzo, Simone Pellino

Subjects: Image and Video Processing (eess.IV); Systems and Control (eess.SY)

[218] arXiv:2103.04699 [pdf, other]

Title: CUHK-EE Voice Cloning System for ICASSP 2021 M2VoC Challenge

Daxin Tan, Hingpang Huang, Guangyan Zhang, Tan Lee

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

[219] arXiv:2103.04708 [pdf, other]

Title: Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation

Yichi Zhang, Jicong Zhang

Comments: Accepted for PRCV 2021

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

[220] arXiv:2103.04723 [pdf, other]

Title: Optimal Scheduling of Integrated Demand Response-Enabled Integrated Energy Systems with Uncertain Renewable Generations: A Stackelberg Game Approach

Yang Li, Chunling Wang, Guoqing Li, Chen Chen

Comments: Accepted by Energy Conversion and Management

Journal-ref: Energy Conversion and Management 235 (2021) 113996

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

[221] arXiv:2103.04779 [pdf, other]

Title: CDLNet: Robust and Interpretable Denoising Through Deep Convolutional Dictionary Learning

Nikola Janjušević, Amirhossein Khalilian-Gourtani, Yao Wang

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

[222] arXiv:2103.04792 [pdf, other]

Title: An Ultra-low Power RNN Classifier for Always-On Voice Wake-Up Detection Robust to Real-World Scenarios

Emmanuel Hardy, Franck Badets

Comments: This is an updated version of the paper submitted at tinyML'21 that was accepted as a poster (this https URL). The posters are video-only and not in the conference proceedings, hence this publication on arXiv

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

[223] arXiv:2103.04851 [pdf, other]

Title: Spatial- and Range- ISLR Trade-off in MIMO Radar via Waveform Correlation Optimization

Ehsan Raei, Mohammad Alaee-Kerahrood, M. R. Bhavani Shankar

Subjects: Signal Processing (eess.SP)

[224] arXiv:2103.04860 [pdf, other]

Title: On the Analysis and Design of High-Frequency Transformers for Dual and Triple Active Bridge Converters in More Electric Aircraft

Babak Rahrovi, Ramin Tafazzoli Mehrjardi, Mehrdad Ehsani

Subjects: Systems and Control (eess.SY)

[225] arXiv:2103.04862 [pdf, other]

Title: Risk Aware Optimization of Water Sensor Placement

Antonio Candelieri, Andrea Ponti, Francesco Archetti

Comments: 9 pages, 15 figures

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)

[226] arXiv:2103.04938 [pdf, other]

Title: Tripartite and Sign Consensus for Clustering Balanced Social Networks

Giulia De Pasquale, Maria Elena Valcher

Comments: arXiv admin note: text overlap with arXiv:2008.12398

Subjects: Systems and Control (eess.SY)

[227] arXiv:2103.04989 [pdf, other]

Title: Deep learning-based super-resolution fluorescence microscopy on small datasets

Varun Mannam, Yide Zhang, Xiaotong Yuan, Scott Howard

Comments: SPIE Proceedings Volume 11650, Single Molecule Spectroscopy and Superresolution Imaging XIV; 116500O (2021)

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

[228] arXiv:2103.05019 [pdf, other]

Title: On the Hurst Exponent, Markov Processes, and Fractional Brownian Motion

G. Millán

Comments: 3 pages, in Spanish, 0 figures, 0 tables, 2021 IEEE Latin America Transactions

Subjects: Signal Processing (eess.SP); Discrete Mathematics (cs.DM)

[229] arXiv:2103.05046 [pdf, other]

Title: Cocktail: Learn a Better Neural Network Controller from Multiple Experts via Adaptive Mixing and Robust Distillation

Yixuan Wang, Chao Huang, Zhilu Wang, Shichao Xu, Zhaoran Wang, Qi Zhu

Comments: The paper has been accepted by Design Automation Conference 2021

Subjects: Systems and Control (eess.SY)

[230] arXiv:2103.05081 [pdf, other]

Title: A Parallelizable Lattice Rescoring Strategy with Neural Language Models

Ke Li, Daniel Povey, Sanjeev Khudanpur

Comments: To appear at ICASSP 2021. 5 pages, 1 figure

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

[231] arXiv:2103.05090 [pdf, other]

Title: Bayesian Dynamical System Identification With Unified Sparsity Priors And Model Uncertainty

Prem Ratan Mohan Ram (1), Ulrich Römer (1), Richard Semaan (2) ((1) Institute of Dynamics and Vibrations, Technische Universität Braunschweig, (2) Institute of Fluid Mechanics, Technische Universität Braunschweig)

Comments: 15 pages, 10 figures

Subjects: Systems and Control (eess.SY); Computational Physics (physics.comp-ph)

[232] arXiv:2103.05094 [pdf, other]

Title: CovidGAN: Data Augmentation Using Auxiliary Classifier GAN for Improved Covid-19 Detection

Abdul Waheed, Muskan Goyal, Deepak Gupta, Ashish Khanna, Fadi Al-Turjman, Placido Rogerio Pinheiro

Comments: Accepted at IEEE Access. Received April 30, 2020, accepted May 11, 2020, date of publication May 14, 2020, date of current version May 28, 2020

Journal-ref: IEEE Access, vol. 8, pp. 91916-91923, 2020

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

[233] arXiv:2103.05114 [pdf, other]

Title: Learning Invariant Representations across Domains and Tasks

Jindong Wang, Wenjie Feng, Chang Liu, Chaohui Yu, Mingxuan Du, Renjun Xu, Tao Qin, Tie-Yan Liu

Comments: Technical report, 12 pages

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

[234] arXiv:2103.05115 [pdf, other]

Title: Deep reinforcement learning in medical imaging: A literature review

S. Kevin Zhou, Hoang Ngan Le, Khoa Luu, Hien V. Nguyen, Nicholas Ayache

Comments: 39 pages, 20 figures

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

[235] arXiv:2103.05116 [pdf, other]

Title: ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network

Sahar Yousefi, Hessam Sokooti, Wouter M. Teeuwisse, Dennis F.R. Heijtel, Aart J. Nederveen, Marius Staring, Matthias J.P. van Osch

Comments: 11 pages, 4 tables, 4 figures

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

[236] arXiv:2103.05142 [pdf, other]

Title: Formal Verification of Stochastic Systems with ReLU Neural Network Controllers

Shiqi Sun, Yan Zhang, Xusheng Luo, Panagiotis Vlantis, Miroslav Pajic, Michael M. Zavlanos

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

[237] arXiv:2103.05168 [pdf, other]

Title: Stochastic Entry Guidance

Jack Ridderhof, Panagiotis Tsiotras, Breanna J. Johnson

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

[238] arXiv:2103.05172 [pdf, other]

Title: Fast Quantized Average Consensus over Static and Dynamic Directed Graphs

Apostolos I. Rikos, Christoforos N. Hadjicostis, Karl H. Johansson

Comments: arXiv admin note: text overlap with arXiv:2003.14183, arXiv:1907.10671

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

[239] arXiv:2103.05183 [pdf, other]

Title: A Simplified Multifractal Model for Self-Similar Traffic Flows in High-Speed Computer Networks Revisited

G. Millán, G. Lefranc

Comments: Updated version of the investigation (1)

Subjects: Signal Processing (eess.SP); Discrete Mathematics (cs.DM)

[240] arXiv:2103.05220 [pdf, other]

Title: Prediction of 5-year Progression-Free Survival in Advanced Nasopharyngeal Carcinoma with Pretreatment PET/CT using Multi-Modality Deep Learning-based Radiomics

Bingxin Gu, Mingyuan Meng, Lei Bi, Jinman Kim, David Dagan Feng, Shaoli Song

Comments: Accepted at Frontiers in Oncology

Journal-ref: Frontiers in Oncology, vol. 12, pp. 899352, 2022

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

[241] arXiv:2103.05224 [pdf, other]

Title: A review of flywheel energy storage systems: state of the art and opportunities

Xiaojun Li, Alan Palazzolo

Subjects: Systems and Control (eess.SY)

[242] arXiv:2103.05249 [pdf, other]

Title: Negative Imaginary State Feedback Equivalence for Systems of Relative Degree One and Relative Degree Two

Kanghong Shi, Ian R. Petersen, Igor G. Vladimirov

Comments: 12 pages, 2 figures

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

[243] arXiv:2103.05255 [pdf, other]

Title: Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation

Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou

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

[244] arXiv:2103.05259 [pdf, other]

Title: 2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks

Christian Schiffer, Stefan Harmeling, Katrin Amunts, Timo Dickscheid

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

[245] arXiv:2103.05285 [pdf, other]

Title: 3D-QCNet -- A Pipeline for Automated Artifact Detection in Diffusion MRI images

Adnan Ahmad, Drew Parker, Zahra Riahi Samani, Ragini Verma

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

[246] arXiv:2103.05319 [pdf, other]

Title: Machine Learning based Efficient QT-MTT Partitioning Scheme for VVC Intra Encoders

Alexandre Tissier, Wassim Hamidouche, Souhaiel Belhadj Dit Mdalsi, Jarno Vanne, Franck Galpin, Daniel Menard

Subjects: Image and Video Processing (eess.IV)

[247] arXiv:2103.05391 [pdf, other]

Title: Semantic Communications in Networked Systems: A Data Significance Perspective

Elif Uysal, Onur Kaya, Anthony Ephremides, James Gross, Marian Codreanu, Petar Popovski, Mohamad Assaad, Gianluigi Liva, Andrea Munari, Touraj Soleymani, Beatriz Soret, Karl Henrik Johansson

Comments: 10 pages, 5 figures, 1 table, 1500 words

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

[248] arXiv:2103.05407 [pdf, other]

Title: Efficient Multi-Stage Video Denoising with Recurrent Spatio-Temporal Fusion

Matteo Maggioni, Yibin Huang, Cheng Li, Shuai Xiao, Zhongqian Fu, Fenglong Song

Journal-ref: IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 3465-3474

Subjects: Image and Video Processing (eess.IV)

[249] arXiv:2103.05448 [pdf, other]

Title: Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)

Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott Howard

Comments: SPIE Proceedings Volume 11648, Multiphoton Microscopy in the Biomedical Sciences XXI; 116481C (2021)

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

[250] arXiv:2103.05468 [pdf, other]

Title: CNN-based Spoken Term Detection and Localization without Dynamic Programming

Tzeviya Sylvia Fuchs, Yael Segal, Joseph Keshet

Journal-ref: ICASSP 2021

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