Electrical Engineering and Systems Science

Authors and titles for August 2021

[101] arXiv:2108.02002 [pdf, other]

Title: Online unsupervised Learning for domain shift in COVID-19 CT scan datasets

Nicolas Ewen, Naimul Khan

Comments: Accepted at ICAS 2021

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

[102] arXiv:2108.02003 [pdf, other]

Title: Robust direct acoustic impedance control using two microphones for mixed feedforward-feedback controller

Maxime Volery, Xinxin Guo, Hervé Lissek

Subjects: Systems and Control (eess.SY)

[103] arXiv:2108.02007 [pdf, other]

Title: Estimation of road traffic state at a multi-lanes controlled junction

Cyril Nguyen Van Phu, Nadir Farhi

Comments: 11 pages

Subjects: Systems and Control (eess.SY)

[104] arXiv:2108.02011 [pdf, other]

Title: High-performance Passive Eigen-model-based Detectors of Single Emitter Using Massive MIMO Receivers

Qijuan Jie, Xichao Zhan, Feng Shu, Yaohui Ding, Baihua Shi, Yifan Li, Jiangzhou Wang

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

[105] arXiv:2108.02016 [pdf, other]

Title: OncoNet: Weakly Supervised Siamese Network to automate cancer treatment response assessment between longitudinal FDG PET/CT examinations

Anirudh Joshi, Sabri Eyuboglu, Shih-Cheng Huang, Jared Dunnmon, Arjun Soin, Guido Davidzon, Akshay Chaudhari, Matthew P Lungren

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

[106] arXiv:2108.02039 [pdf, other]

Title: Random Convolution Kernels with Multi-Scale Decomposition for Preterm EEG Inter-burst Detection

Christopher Lundy (1 and 2), John M. O'Toole (1 and 2) ((1) Irish Centre for Maternal and Child Health Research (INFANT), University College Cork, Ireland, (2) Department of Paediatrics and Child Health, University College Cork, Ireland)

Comments: 5 pages, 3 figures, to be published in European Signal Processing Conference (EUSIPCO) 2021. For associated python code on github, see this https URL

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

[107] arXiv:2108.02083 [pdf, other]

Title: Auto-encoder based Model for High-dimensional Imbalanced Industrial Data

Chao Zhang, Sthitie Bom

Comments: 12 pages, 7 figures and 5 tables, submitted to ICONIP 2021

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

[108] arXiv:2108.02110 [pdf, other]

Title: Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction

Minyi Zhao, Yi Xu, Shuigeng Zhou

Comments: Accepted by ACM Multimedia 2021

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

[109] arXiv:2108.02119 [pdf, other]

Title: Low-complexity Scaling Methods for DCT-II Approximations

D. F. G. Coelho, R. J. Cintra, A. Madanayake, S. Perera

Comments: Clarified definition of matrix $\mathbf{U}_N$. 20 pages, 3 figures, 14 tables

Subjects: Signal Processing (eess.SP); Hardware Architecture (cs.AR); Computational Complexity (cs.CC); Multimedia (cs.MM); Image and Video Processing (eess.IV)

[110] arXiv:2108.02130 [pdf, other]

Title: Uplink Energy Efficiency of Cell-Free Massive MIMO With Transmit Power Control in Measured Propagation Channels

Thomas Choi, Masaaki Ito, Issei Kanno, Takeo Oseki, Kosuke Yamazaki, Andreas F. Molisch

Comments: 6 pages, 6 figures, Accepted to IEEE SiPS 2021

Journal-ref: 2021 IEEE Workshop on Signal Processing Systems (SiPS)

Subjects: Signal Processing (eess.SP)

[111] arXiv:2108.02158 [pdf, other]

Title: Physics-based Noise Modeling for Extreme Low-light Photography

Kaixuan Wei, Ying Fu, Yinqiang Zheng, Jiaolong Yang

Comments: Accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI); code is available at this https URL. arXiv admin note: substantial text overlap with arXiv:2003.12751

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

[112] arXiv:2108.02160 [pdf, other]

Title: MRI to PET Cross-Modality Translation using Globally and Locally Aware GAN (GLA-GAN) for Multi-Modal Diagnosis of Alzheimer's Disease

Apoorva Sikka, Skand, Jitender Singh Virk, Deepti R. Bathula

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

[113] arXiv:2108.02179 [pdf, other]

Title: Channel Rank Improvement in Urban Drone Corridors Using Passive Intelligent Reflectors

Ender Ozturk, Chethan Kumar Anjinappa, Fatih Erden, Ismail Guvenc, Huaiyu Dai, Arupjyoti Bhuyan

Comments: 14 pages, 4 figures, journal article

Subjects: Signal Processing (eess.SP)

[114] arXiv:2108.02223 [pdf, other]

Title: Adversarial learning of cancer tissue representations

Adalberto Claudio Quiros, Nicolas Coudray, Anna Yeaton, Wisuwat Sunhem, Roderick Murray-Smith, Aristotelis Tsirigos, Ke Yuan

Comments: Accepted for publication at MICCAI 2021

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

[115] arXiv:2108.02230 [pdf, other]

Title: Nonholonomic dynamics and control of road vehicles: moving toward automation

Wubing B. Qin (1), Yiming Zhang (1), Dénes Takács (2), Gábor Stépán (2), Gábor Orosz (1) ((1) University of Michigan, (2) Budapest University of Technology and Economics)

Comments: 42 pages, 25 figures, 5 tables, accepted for inclusion in a future issue in Nonlinear Dynamics, Springer

Journal-ref: Nonlinear Dynamics (2022)

Subjects: Systems and Control (eess.SY)

[116] arXiv:2108.02233 [pdf, other]

Title: Unsupervised Detection of Lung Nodules in Chest Radiography Using Generative Adversarial Networks

Nitish Bhatt, David Ramon Prados, Nedim Hodzic, Christos Karanassios, H.R. Tizhoosh

Comments: Accepted in EMBC 2021: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society

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

[117] arXiv:2108.02257 [pdf, other]

Title: Indoor Localization Under Limited Measurements: A Cross-Environment Joint Semi-Supervised and Transfer Learning Approach

Mohamed I. AlHajri, Raed M. Shubair, Marwa Chafii

Comments: 5 pages

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

[118] arXiv:2108.02317 [pdf, other]

Title: Efficient Fourier single-pixel imaging with Gaussian random sampling

Ziheng Qiu, Xinyi Guo, Tianao Lu, Pan Qi, Zibang Zhang, Jingang Zhong

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

[119] arXiv:2108.02346 [pdf, other]

Title: Joint Resource Allocation and Phase Shift Optimization for RIS-Aided eMBB/URLLC Traffic Multiplexing

Mohammed AL-Mekhlafi, Mohamed Amine Arfaoui, Mohamed Elhattab, Chadi Assi, Ali Ghrayeb

Subjects: Signal Processing (eess.SP)

[120] arXiv:2108.02348 [pdf, other]

Title: Data Acquisition and Preparation for Dual-reference Deep Learning of Image Super-Resolution

Yanhui Guo, Xiaolin Wu, Xiao Shu

Comments: Accepted by IEEE Transactions on Image Processing (TIP)

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

[121] arXiv:2108.02361 [pdf, other]

Title: CoMP-Assisted NOMA and Cooperative NOMA in Indoor VLC Cellular Systems

Mohamed Amine Arfaoui, Ali Ghrayeb, Chadi Assi, Marwa Qaraqe

Subjects: Signal Processing (eess.SP)

[122] arXiv:2108.02372 [pdf, other]

Title: Efficient Epileptic Seizure Detection Using CNN-Aided Factor Graphs

Bahareh Salafian, Eyal Fishel Ben, Nir Shlezinger, Sandrine de Ribaupierre, Nariman Farsad

Comments: 6 pages, 3 figures

Subjects: Signal Processing (eess.SP)

[123] arXiv:2108.02393 [pdf, other]

Title: Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft

Mohammed Abouheaf, Wail Gueaieb, Frank Lewis

Journal-ref: IET Control Theory & Applications, vol. 14, no. 1, January 2020, pages 73-84

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

[124] arXiv:2108.02409 [pdf, other]

Title: Voltage Stability Studies for Distribution Networks: Assessing Load Dynamics

Ruth Kravis, Ian Petersen, Elizabeth Ratnam

Subjects: Systems and Control (eess.SY)

[125] arXiv:2108.02427 [pdf, other]

Title: Variable-Speed Wind Turbine Control Designed for Coordinated Fast Frequency Reserves

Joakim Björk, Daniel Vázquez Pombo, Karl Henrik Johansson

Subjects: Systems and Control (eess.SY)

[126] arXiv:2108.02478 [pdf, other]

Title: Throughput maximization of an IRS-assisted wireless powered network with interference: A deep unsupervised learning approach

Ahsan Mehmood, Omer Waqar, Mahboob ur Rahman

Comments: Submitted the revised version to Physical Communication journal

Subjects: Signal Processing (eess.SP)

[127] arXiv:2108.02481 [pdf, other]

Title: Joint Geometry and Color Projection-based Point Cloud Quality Metric

Alireza Javaheri, Catarina Brites, Fernando Pereira, João Ascenso

Comments: This article has been submitted to IEEE Transactions on Multimedia

Subjects: Image and Video Processing (eess.IV); Multimedia (cs.MM)

[128] arXiv:2108.02482 [pdf, other]

Title: MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds

Marta Girones Sanguesa, Denis Kutnar, Bas H.M. van der Velden, Hugo J. Kuijf

Comments: Submitted to the "Where is VALDO?" challenge, MICCAI 2021

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

[129] arXiv:2108.02483 [pdf, other]

Title: MixLacune: Segmentation of lacunes of presumed vascular origin

Denis Kutnar, Bas H.M. van der Velden, Marta Girones Sanguesa, Mirjam I. Geerlings, J. Matthijs Biesbroek, Hugo J. Kuijf

Comments: Submitted to the "Where is VALDO?" challenge, MICCAI 2021

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

[130] arXiv:2108.02503 [pdf, other]

Title: Fully Neural Network Mode Based Intra Prediction of Variable Block Size

Heming Sun, Lu Yu, Jiro Katto

Comments: VCIP 2020 Best Paper

Subjects: Image and Video Processing (eess.IV)

[131] arXiv:2108.02508 [pdf, other]

Title: RCA-IUnet: A residual cross-spatial attention guided inception U-Net model for tumor segmentation in breast ultrasound imaging

Narinder Singh Punn, Sonali Agarwal

Journal-ref: Machine Vision and Applications, Springer, 2022

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

[132] arXiv:2108.02557 [pdf, other]

Title: Comparison of Lossless Image Formats

David Barina

Comments: to appear in WSCG 2021 proceedings

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

[133] arXiv:2108.02573 [pdf, other]

Title: Cooperative Localization and Multitarget Tracking in Agent Networks with the Sum-Product Algorithm

Mattia Brambilla, Domenico Gaglione, Giovanni Soldi, Rico Mendrzik, Gabriele Ferri, Kevin D. LePage, Monica Nicoli, Peter Willett, Paolo Braca, Moe Z. Win

Comments: Submitted to IEEE Open Journal of Signal Processing

Subjects: Signal Processing (eess.SP)

[134] arXiv:2108.02574 [pdf, other]

Title: Optimal Transport for Unsupervised Denoising Learning

Wei Wang, Fei Wen, Zeyu Yan, Peilin Liu

Comments: Published in IEEE TPAMI, DOI: https://doi.org/10.1109/TPAMI.2022.3170155, this https URL (40 pages, 33 figures)

Journal-ref: IEEE Transactions on Pattern Analysis and Machine Intelligence (2022) 1-1

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

[135] arXiv:2108.02611 [pdf, other]

Title: Impact of Receiver Antenna Polarization and Resource Scheduler on the Downlink Performance of High Velocity Users in 5G Millimeter Wave Small Cell Technology

Fehima Tajrian, Md. Asif Ishrak Sarder, Mariea Sharaf Anzum, Moontasir Rafique, Abdullah Bin Shams

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

Subjects: Signal Processing (eess.SP)

[136] arXiv:2108.02616 [pdf, other]

Title: Stochastic Analysis of the Diffusion Least Mean Square and Normalized Least Mean Square Algorithms for Cyclostationary White Gaussian and Non-Gaussian Inputs

Eweda Eweda, Neil J. Bershad, Jose C. M. Bermudez

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

[137] arXiv:2108.02652 [pdf, other]

Title: Real-time Eco-Driving Control in Electrified Connected and Autonomous Vehicles using Approximate Dynamic Programming

Shreshta Rajakumar Deshpande, Shobhit Gupta, Abhishek Gupta, Marcello Canova

Comments: This work has been submitted to ASME (journal) for possible publication and is under review. Paper summary: 17 pages, 15 figures

Subjects: Systems and Control (eess.SY)

[138] arXiv:2108.02656 [pdf, other]

Title: A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective

Wei-Wen Hsu, Yongfang Wu, Chang Hao, Yu-Ling Hou, Xiang Gao, Yun Shao, Xueli Zhang, Tao He, Yanhong Tai

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

[139] arXiv:2108.02669 [pdf, other]

Title: A 2-$\mu$J, 12-class, 91% Accuracy Spiking Neural Network Approach For Radar Gesture Recognition

Ali Safa, André Bourdoux, Ilja Ocket, Francky Catthoor, Georges G.E. Gielen

Subjects: Signal Processing (eess.SP)

[140] arXiv:2108.02687 [pdf, other]

Title: An Angle Independent Depth Aware Fusion Beamforming Approach for Ultrafast Ultrasound Flow Imaging

A. N. Madhavanunni, Mahesh Raveendranatha Panicker

Comments: Open Finalist in the 2021 EMBS Student Paper Competition at the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021), Mexico

Journal-ref: In Proc. of 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 3399-3402. IEEE, 2021

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

[141] arXiv:2108.02688 [pdf, other]

Title: A Nonlinear Beamforming for Enhanced Spatiotemporal Sensitivity in High Frame Rate Ultrasound Flow Imaging

A. N. Madhavanunni, Mahesh Raveendranatha Panicker

Comments: Accepted for publication in Elsevier Computers in Biology and Medicine

Journal-ref: Computers in Biology and Medicine (2022): 105686

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

[142] arXiv:2108.02704 [pdf, other]

Title: Rotaflip: A New CNN Layer for Regularization and Rotational Invariance in Medical Images

Juan P. Vigueras-Guillén, Joan Lasenby, Frank Seeliger

Comments: 13 pages, 6 images. Originally submitted to the European Conference on Computer Vision 2020 (but did not get enough grade to pass the acceptance threshold)

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

[143] arXiv:2108.02743 [pdf, other]

Title: Semi- and Self-Supervised Multi-View Fusion of 3D Microscopy Images using Generative Adversarial Networks

Canyu Yang, Dennis Eschweiler, Johannes Stegmaier

Comments: 11 pages, 3 figures, 1 table, accepted for publication at MLMIR 2021

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

[144] arXiv:2108.02752 [pdf, other]

Title: An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning

Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang

Comments: 5 pages, 1 figure, submitted to DCASE 2021 workshop

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

[145] arXiv:2108.02753 [pdf, other]

Title: Safe Motion Planning against Multimodal Distributions based on a Scenario Approach

Heejin Ahn, Colin Chen, Ian M. Mitchell, Maryam Kamgarpour

Comments: Published in IEEE Control Systems Letters

Journal-ref: in IEEE Control Systems Letters, vol. 6, pp. 1142-1147, 2022

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

[146] arXiv:2108.02776 [pdf, other]

Title: Sinsy: A Deep Neural Network-Based Singing Voice Synthesis System

Yukiya Hono, Kei Hashimoto, Keiichiro Oura, Yoshihiko Nankaku, Keiichi Tokuda

Comments: 14 pages, 11 figures, 3 tables, Accepted to IEEE/ACM Transactions on Audio, Speech and Language Processing

Journal-ref: IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 29, pp. 2803-2815, 2021

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

[147] arXiv:2108.02798 [pdf, other]

Title: Self-Supervised Learning from Unlabeled Fundus Photographs Improves Segmentation of the Retina

Jan Kukačka, Anja Zenz, Marcel Kollovieh, Dominik Jüstel, Vasilis Ntziachristos

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

[148] arXiv:2108.02804 [pdf, other]

Title: Configuring Antenna System to Enhance the Downlink Performance of High Velocity Users in 5G MU-MIMO Networks

Md. Asif Ishrak Sarder, Fehima Tajrian, Moontasir Rafique, Mariea Anzum, Abdullah Bin Shams

Comments: 6 pages, 10 Figures, 2021 International Conference on Automation, Control and Mechatronics for Industry 4.0 (ACMI), 8-9 July 2021, Rajshahi, Bangladesh

Subjects: Signal Processing (eess.SP)

[149] arXiv:2108.02821 [pdf, other]

Title: Applying the Information Bottleneck Principle to Prosodic Representation Learning

Guangyan Zhang, Ying Qin, Daxin Tan, Tan Lee

Comments: To be appeared in Interspeech 2021

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

[150] arXiv:2108.02832 [pdf, other]

Title: Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning

Akash Gupta, Padmaja Jonnalagedda, Bir Bhanu, Amit K. Roy-Chowdhury

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