Computer Vision and Pattern Recognition

Authors and titles for August 2021

[1201] arXiv:2108.01262 (cross-list from cs.RO) [pdf, other]

Title: SABER: Data-Driven Motion Planner for Autonomously Navigating Heterogeneous Robots

Alexander Schperberg, Stephanie Tsuei, Stefano Soatto, Dennis Hong

Comments: Accepted to IEEE Robotics and Automation Letters (RA-L) 2021. Pre-print version. The video link of the paper is: this https URL

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

[1202] arXiv:2108.01285 (cross-list from cs.LG) [pdf, other]

Title: Toward Spatially Unbiased Generative Models

Jooyoung Choi, Jungbeom Lee, Yonghyun Jeong, Sungroh Yoon

Comments: ICCV 2021

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[1203] arXiv:2108.01368 (cross-list from cs.LG) [pdf, other]

Title: Robust Compressed Sensing MRI with Deep Generative Priors

Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Information Theory (cs.IT); Machine Learning (stat.ML)

[1204] arXiv:2108.01389 (cross-list from eess.IV) [pdf, other]

Title: MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net

Hugo J. Kuijf

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

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

[1205] arXiv:2108.01405 (cross-list from eess.IV) [pdf, other]

Title: Region-wise Loss for Biomedical Image Segmentation

Juan Miguel Valverde, Jussi Tohka

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

[1206] arXiv:2108.01431 (cross-list from cs.LG) [pdf, other]

Title: Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering

Chang Liu, Han Yu, Boyang Li, Zhiqi Shen, Zhanning Gao, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao

Comments: Under review. Journal version of arXiv:2103.16047

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[1207] arXiv:2108.01434 (cross-list from eess.IV) [pdf, other]

Title: Wavelet-Based Network For High Dynamic Range Imaging

Tianhong Dai, Wei Li, Xilei Cao, Jianzhuang Liu, Xu Jia, Ales Leonardis, Youliang Yan, Shanxin Yuan

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

[1208] arXiv:2108.01495 (cross-list from cs.RO) [pdf, other]

Title: Cross-Modal Analysis of Human Detection for Robotics: An Industrial Case Study

Timm Linder, Narunas Vaskevicius, Robert Schirmer, Kai O. Arras

Comments: Accepted for publication at 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)

[1209] arXiv:2108.01516 (cross-list from eess.IV) [pdf, other]

Title: Two New Stenosis Detection Methods of Coronary Angiograms

Yaofang Liu, Xinyue Zhang, Wenlong Wan, Shaoyu Liu, Yingdi Liu, Hu Liu, Xueying Zeng, Qing Zhang

Comments: Correspondence should be addressed to Qing Zhang

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

[1210] arXiv:2108.01527 (cross-list from cs.RO) [pdf, other]

Title: Double-Dot Network for Antipodal Grasp Detection

Yao Wang, Yangtao Zheng, Boyang Gao, Di Huang

Comments: Preprint. 8 pages. Accepted at IROS 2021

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[1211] arXiv:2108.01621 (cross-list from cs.LG) [pdf, other]

Title: Domain Generalization via Gradient Surgery

Lucas Mansilla, Rodrigo Echeveste, Diego H. Milone, Enzo Ferrante

Comments: Accepted for publication at ICCV 2021

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

[1212] arXiv:2108.01623 (cross-list from eess.IV) [pdf, other]

Title: Del-Net: A Single-Stage Network for Mobile Camera ISP

Saumya Gupta, Diplav Srivastava, Umang Chaturvedi, Anurag Jain, Gaurav Khandelwal

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

[1213] arXiv:2108.01625 (cross-list from eess.IV) [pdf, other]

Title: From augmented microscopy to the topological transformer: a new approach in cell image analysis for Alzheimer's research

Wooseok Jung

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Algebraic Topology (math.AT); Statistics Theory (math.ST)

[1214] arXiv:2108.01654 (cross-list from cs.RO) [pdf, other]

Title: Comparison of modern open-source visual SLAM approaches

Dinar Sharafutdinov, Mark Griguletskii, Pavel Kopanev, Mikhail Kurenkov, Gonzalo Ferrer, Aleksey Burkov, Aleksei Gonnochenko, Dzmitry Tsetserukou

Comments: Preprint, 19 pages

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)

[1215] arXiv:2108.01659 (cross-list from eess.IV) [pdf, other]

Title: Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI

Ruizhe Li, Matteo Bastiani, Dorothee Auer, Christian Wagner, Xin Chen

Comments: Accepted for publication at 25th Annual Conference on Medical Image Understanding and Analysis (MIUA 2021)

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

[1216] arXiv:2108.01662 (cross-list from cs.LG) [pdf, other]

Title: Uniform Sampling over Episode Difficulty

Sébastien M. R. Arnold, Guneet S. Dhillon, Avinash Ravichandran, Stefano Soatto

Comments: NeurIPS'21 camera ready

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[1217] arXiv:2108.01682 (cross-list from cs.CL) [pdf, other]

Title: Exploiting BERT For Multimodal Target Sentiment Classification Through Input Space Translation

Zaid Khan, Yun Fu

Comments: ACM Multimedia 2021 Oral

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[1218] arXiv:2108.01821 (cross-list from eess.IV) [pdf, other]

Title: Unsupervised Domain Adaptation for Retinal Vessel Segmentation with Adversarial Learning and Transfer Normalization

Wei Feng, Lie Ju, Lin Wang, Kaimin Song, Xin Wang, Xin Zhao, Qingyi Tao, Zongyuan Ge

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

[1219] arXiv:2108.01899 (cross-list from cs.LG) [pdf, other]

Title: Generic Neural Architecture Search via Regression

Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen

Comments: To appear at NeurIPS 2021, 10 pages + Reference + Appendix

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

[1220] arXiv:2108.01938 (cross-list from cs.LG) [pdf, other]

Title: PDE-GCN: Novel Architectures for Graph Neural Networks Motivated by Partial Differential Equations

Moshe Eliasof, Eldad Haber, Eran Treister

Comments: NeurIPS 2021

Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

[1221] arXiv:2108.01941 (cross-list from eess.IV) [pdf, other]

Title: Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks

Juan Miguel Valverde, Artem Shatillo, Riccardo de Feo, Jussi Tohka

Comments: Published in NeuroInformatics

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

[1222] arXiv:2108.01997 (cross-list from eess.IV) [pdf, other]

Title: DuCN: Dual-children Network for Medical Diagnosis and Similar Case Recommendation towards COVID-19

Chengtao Peng, Yunfei Long, Senhua Zhu, Dandan Tu, Bin Li

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

[1223] arXiv:2108.01998 (cross-list from eess.SP) [pdf, other]

Title: Adversarial Energy Disaggregation for Non-intrusive Load Monitoring

Zhekai Du, Jingjing Li, Lei Zhu, Ke Lu, Heng Tao Shen

Comments: Accepted to ACM/IMS Trans. on Data Science, codes can be found at this https URL

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[1224] arXiv:2108.02002 (cross-list from eess.IV) [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)

[1225] arXiv:2108.02016 (cross-list from eess.IV) [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)

[1226] arXiv:2108.02110 (cross-list from eess.IV) [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)

[1227] arXiv:2108.02148 (cross-list from cs.SD) [pdf, other]

Title: Pervasive Hand Gesture Recognition for Smartphones using Non-audible Sound and Deep Learning

Ahmed Ibrahim, Ayman El-Refai, Sara Ahmed, Mariam Aboul-Ela, Hesham M. Eraqi, Mohamed Moustafa

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

[1228] arXiv:2108.02158 (cross-list from eess.IV) [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)

[1229] arXiv:2108.02160 (cross-list from eess.IV) [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)

[1230] arXiv:2108.02223 (cross-list from eess.IV) [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)

[1231] arXiv:2108.02233 (cross-list from eess.IV) [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)

[1232] arXiv:2108.02297 (cross-list from cs.AR) [pdf, other]

Title: Spartus: A 9.4 TOp/s FPGA-based LSTM Accelerator Exploiting Spatio-Temporal Sparsity

Chang Gao, Tobi Delbruck, Shih-Chii Liu

Comments: Accepted for publication in IEEE Transactions on Neural Networks and Learning Systems, 2022

Journal-ref: IEEE Transactions on Neural Networks and Learning Systems, 2022

Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[1233] arXiv:2108.02317 (cross-list from eess.IV) [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)

[1234] arXiv:2108.02348 (cross-list from eess.IV) [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)

[1235] arXiv:2108.02359 (cross-list from cs.CL) [pdf, other]

Title: O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning

Fenglin Liu, Xuancheng Ren, Xian Wu, Bang Yang, Shen Ge, Yuexian Zou, Xu Sun

Comments: Accepted by Findings of ACL 2021 (The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing)

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[1236] arXiv:2108.02360 (cross-list from cs.CR) [pdf, other]

Title: Exploring Structure Consistency for Deep Model Watermarking

Jie Zhang, Dongdong Chen, Jing Liao, Han Fang, Zehua Ma, Weiming Zhang, Gang Hua, Nenghai Yu

Subjects: Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV)

[1237] arXiv:2108.02425 (cross-list from cs.RO) [pdf, other]

Title: Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation

Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li

Comments: International Conference on Intelligent Robots and Systems (IROS) 2021

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)

[1238] arXiv:2108.02439 (cross-list from cs.RO) [pdf, other]

Title: Learning to Design and Construct Bridge without Blueprint

Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu

Comments: International Conference on Intelligent Robots and Systems (IROS) 2021

Subjects: Robotics (cs.RO); Computer Vision and Pattern Recognition (cs.CV)

[1239] arXiv:2108.02482 (cross-list from eess.IV) [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)

[1240] arXiv:2108.02483 (cross-list from eess.IV) [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)

[1241] arXiv:2108.02488 (cross-list from cs.CR) [pdf, other]

Title: Poison Ink: Robust and Invisible Backdoor Attack

Jie Zhang, Dongdong Chen, Qidong Huang, Jing Liao, Weiming Zhang, Huamin Feng, Gang Hua, Nenghai Yu

Comments: IEEE Transactions on Image Processing (TIP)

Subjects: Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV)

[1242] arXiv:2108.02508 (cross-list from eess.IV) [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)

[1243] arXiv:2108.02557 (cross-list from eess.IV) [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)

[1244] arXiv:2108.02574 (cross-list from eess.IV) [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)

[1245] arXiv:2108.02602 (cross-list from math.OC) [pdf, other]

Title: Tikhonov Regularization of Circle-Valued Signals

Laurent Condat

Subjects: Optimization and Control (math.OC); Computer Vision and Pattern Recognition (cs.CV); Signal Processing (eess.SP)

[1246] arXiv:2108.02646 (cross-list from cs.LG) [pdf, other]

Title: A Hypothesis for the Aesthetic Appreciation in Neural Networks

Xu Cheng, Xin Wang, Haotian Xue, Zhengyang Liang, Quanshi Zhang

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[1247] arXiv:2108.02656 (cross-list from eess.IV) [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)

[1248] arXiv:2108.02704 (cross-list from eess.IV) [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)

[1249] arXiv:2108.02725 (cross-list from cs.CL) [pdf, other]

Title: VisualTextRank: Unsupervised Graph-based Content Extraction for Automating Ad Text to Image Search

Shaunak Mishra, Mikhail Kuznetsov, Gaurav Srivastava, Maxim Sviridenko

Comments: Accepted for publication at KDD 2021

Subjects: Computation and Language (cs.CL); Computer Vision and Pattern Recognition (cs.CV)

[1250] arXiv:2108.02743 (cross-list from eess.IV) [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)