Computer Vision and Pattern Recognition

Authors and titles for August 2021

[1051] arXiv:2108.11774 [pdf, other]

Title: Quadratic mutual information regularization in real-time deep CNN models

Maria Tzelepi, Anastasios Tefas

Comments: Accepted at MLSP 2020

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

[1052] arXiv:2108.11794 [pdf, other]

Title: State of the Art: Image Hashing

Rubel Biswas, Pablo Blanco-Medina

Comments: 8 pages

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

[1053] arXiv:2108.11798 [pdf, other]

Title: Efficient training of lightweight neural networks using Online Self-Acquired Knowledge Distillation

Maria Tzelepi, Anastasios Tefas

Comments: Accepted at ICME 2021

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

[1054] arXiv:2108.11801 [pdf, other]

Title: Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room

Vinkle Srivastav, Afshin Gangi, Nicolas Padoy

Comments: Accepted at Elsevier Journal of Medical Image Analysis. Code is available at this https URL. Supplementary video is available at this https URL

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

[1055] arXiv:2108.11819 [pdf, other]

Title: Mining Contextual Information Beyond Image for Semantic Segmentation

Zhenchao Jin, Tao Gong, Dongdong Yu, Qi Chu, Jian Wang, Changhu Wang, Jie Shao

Comments: Accepted by ICCV2021

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

[1056] arXiv:2108.11821 [pdf, other]

Title: State of the Art: Face Recognition

Rubel Biswas, Pablo Blanco-Medina

Comments: 9 pages

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

[1057] arXiv:2108.11826 [pdf, other]

Title: Fast and Flexible Human Pose Estimation with HyperPose

Yixiao Guo, Jiawei Liu, Guo Li, Luo Mai, Hao Dong

Comments: 4 pages, 1 figure. Published in ACM Multimedia

Journal-ref: Proceedings of the 29th ACM International Conference on Multimedia, 2021, 3763-3766

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

[1058] arXiv:2108.11838 [pdf, other]

Title: Geometry Based Machining Feature Retrieval with Inductive Transfer Learning

N S Kamal, Barathi Ganesh HB, Sajith Variyar VV, Sowmya V, Soman KP

Comments: Submitted to 9th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2021)

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

[1059] arXiv:2108.11845 [pdf, other]

Title: Consistent Relative Confidence and Label-Free Model Selection for Convolutional Neural Networks

Bin Liu

Comments: This paper has been accepted by 2022 International Conference on Pattern Recognition and Machine Learning (PRML 2022)

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

[1060] arXiv:2108.11898 [pdf, other]

Title: Supervised Compression for Resource-Constrained Edge Computing Systems

Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt

Comments: Accepted to WACV 2022. Code and models are available at this https URL

Journal-ref: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022

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

[1061] arXiv:2108.11900 [pdf, other]

Title: Self-supervised Multi-scale Consistency for Weakly Supervised Segmentation Learning

Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris

Comments: Accepted at Domain Adaptation and Representation Transfer (DART) 2021

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

[1062] arXiv:2108.11912 [pdf, other]

Title: Similar Scenes arouse Similar Emotions: Parallel Data Augmentation for Stylized Image Captioning

Guodun Li, Yuchen Zhai, Zehao Lin, Yin Zhang

Comments: Accepted at ACM Multimedia (ACMMM) 2021

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

[1063] arXiv:2108.11926 [pdf, other]

Title: Re-using Adversarial Mask Discriminators for Test-time Training under Distribution Shifts

Gabriele Valvano, Andrea Leo, Sotirios A. Tsaftaris

Comments: Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) this https URL

Journal-ref: Journal of Machine Learning for Biomedical Imaging (MELBA), 2022

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

[1064] arXiv:2108.11941 [pdf, other]

Title: Semantically Coherent Out-of-Distribution Detection

Jingkang Yang, Haoqi Wang, Litong Feng, Xiaopeng Yan, Huabin Zheng, Wayne Zhang, Ziwei Liu

Comments: 15 pages, 7 figures. Accepted by ICCV-2021. Project page: this https URL

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

[1065] arXiv:2108.11944 [pdf, other]

Title: Probabilistic Modeling for Human Mesh Recovery

Nikos Kolotouros, Georgios Pavlakos, Dinesh Jayaraman, Kostas Daniilidis

Comments: ICCV 2021. Project page: this https URL

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

[1066] arXiv:2108.11950 [pdf, other]

Title: LocTex: Learning Data-Efficient Visual Representations from Localized Textual Supervision

Zhijian Liu, Simon Stent, Jie Li, John Gideon, Song Han

Comments: ICCV 2021. Project page: this https URL

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

[1067] arXiv:2108.11974 [pdf, other]

Title: Learning Cross-modal Contrastive Features for Video Domain Adaptation

Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker

Comments: Accepted in ICCV'21

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

[1068] arXiv:2108.11996 [pdf, other]

Title: Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers

Nikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson

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

[1069] arXiv:2108.12043 [pdf, other]

Title: Learning Disentangled Representations in the Imaging Domain

Xiao Liu, Pedro Sanchez, Spyridon Thermos, Alison Q. O'Neil, Sotirios A. Tsaftaris

Comments: Accepted by Medical Image Analysis. This paper follows a tutorial style but also surveys a considerable (more than 260 citations) number of works

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

[1070] arXiv:2108.12068 [pdf, other]

Title: An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences

Alessandro Bruno

Comments: 5 pages, 5 figures

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

[1071] arXiv:2108.12072 [pdf, other]

Title: Matching Underwater Sonar Images by the Learned Descriptor Based on Style Transfer Method

Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo

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

[1072] arXiv:2108.12081 [pdf, other]

Title: Detection and Continual Learning of Novel Face Presentation Attacks

Mohammad Rostami, Leonidas Spinoulas, Mohamed Hussein, Joe Mathai, Wael Abd-Almageed

Journal-ref: 2021 International Conference on Computer Vision

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

[1073] arXiv:2108.12102 [pdf, other]

Title: FOVEA: Foveated Image Magnification for Autonomous Navigation

Chittesh Thavamani, Mengtian Li, Nicolas Cebron, Deva Ramanan

Comments: ICCV 2021. Code can be found on the project page at this https URL

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

[1074] arXiv:2108.12104 [pdf, other]

Title: Binocular Mutual Learning for Improving Few-shot Classification

Ziqi Zhou, Xi Qiu, Jiangtao Xie, Jianan Wu, Chi Zhang

Comments: Accepted by ICCV 2021

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

[1075] arXiv:2108.12115 [pdf, other]

Title: Recognition Awareness: An Application of Latent Cognizance to Open-Set Recognition

Tatpong Katanyukul, Pisit Nakjai

Comments: 27 pages

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

[1076] arXiv:2108.12118 [pdf, other]

Title: Densely-Populated Traffic Detection using YOLOv5 and Non-Maximum Suppression Ensembling

Raian Rahman, Zadid Bin Azad, Md. Bakhtiar Hasan

Comments: 13 pages, 4 figures, conference: International Conference on Big Data, IoT and Machine Learning 2021 (BIM 2021)

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

[1077] arXiv:2108.12141 [pdf, other]

Title: DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis

Shulan Ruan, Yong Zhang, Kun Zhang, Yanbo Fan, Fan Tang, Qi Liu, Enhong Chen

Comments: 10 pages, 6 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM)

[1078] arXiv:2108.12151 [pdf, other]

Title: A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images

Xiaoteng Zhou, Changli Yu, Xin Yuan, Citong Luo

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

[1079] arXiv:2108.12159 [pdf, other]

Title: Anomaly Detection of Defect using Energy of Point Pattern Features within Random Finite Set Framework

Ammar Mansoor Kamoona, Amirali Khodadadian Gostar, Alireza Bab-Hadiashar, Reza Hoseinnezhad

Comments: to be submitted to TII journal, 17pages

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

[1080] arXiv:2108.12176 [pdf, other]

Title: Rethinking the Misalignment Problem in Dense Object Detection

Yang Yang, Min Li, Bo Meng, Junxing Ren, Degang Sun, Zihao Huang

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

[1081] arXiv:2108.12178 [pdf, other]

Title: MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving

Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung

Comments: Accepted by ICCV 2021

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

[1082] arXiv:2108.12196 [pdf, other]

Title: TIMo -- A Dataset for Indoor Building Monitoring with a Time-of-Flight Camera

Pascal Schneider, Yuriy Anisimov, Raisul Islam, Bruno Mirbach, Jason Rambach, Frédéric Grandidier, Didier Stricker

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

[1083] arXiv:2108.12224 [pdf, other]

Title: Fast Rule-Based Clutter Detection in Automotive Radar Data

Johannes Kopp, Dominik Kellner, Aldi Piroli, Klaus Dietmayer

Comments: To be published in IEEE 24th International Conference on Intelligent Transportation Systems (ITSC), Indianapolis, USA, 2021

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

[1084] arXiv:2108.12313 [pdf, other]

Title: TE-YOLOF: Tiny and efficient YOLOF for blood cell detection

Fanxin Xu, Xiangkui Li, Hang Yang, Yali Wang, Wei Xiang

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

[1085] arXiv:2108.12375 [pdf, other]

Title: A Pedestrian Detection and Tracking Framework for Autonomous Cars: Efficient Fusion of Camera and LiDAR Data

Muhammad Mobaidul Islam, Abdullah Al Redwan Newaz, Ali Karimoddini

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

[1086] arXiv:2108.12382 [pdf, other]

Title: ISNet: Integrate Image-Level and Semantic-Level Context for Semantic Segmentation

Zhenchao Jin, Bin Liu, Qi Chu, Nenghai Yu

Comments: Accepted by ICCV2021

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

[1087] arXiv:2108.12384 [pdf, other]

Title: DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction

Shihao Zhou, Mengxi Jiang, Shanshan Cai, Yunqi Lei

Comments: Accepted by ACM MM'21 (oral)

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

[1088] arXiv:2108.12468 [pdf, other]

Title: Learning Inner-Group Relations on Point Clouds

Haoxi Ran, Wei Zhuo, Jun Liu, Li Lu

Comments: ICCV 2021. arXiv admin note: text overlap with arXiv:2011.14285

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

[1089] arXiv:2108.12490 [pdf, other]

Title: VisGraphNet: a complex network interpretation of convolutional neural features

Joao B. Florindo, Young-Sup Lee, Kyungkoo Jun, Gwanggil Jeon, Marcelo K. Albertini

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

[1090] arXiv:2108.12491 [pdf, other]

Title: Fractal measures of image local features: an application to texture recognition

Pedro M. Silva, Joao B. Florindo

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

[1091] arXiv:2108.12505 [pdf, other]

Title: On the impact of using X-ray energy response imagery for object detection via Convolutional Neural Networks

Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon

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

[1092] arXiv:2108.12517 [pdf, other]

Title: SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation

Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed

Comments: Accepted in ICCV 2021

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

[1093] arXiv:2108.12534 [pdf, other]

Title: SeeTheSeams: Localized Detection of Seam Carving based Image Forgery in Satellite Imagery

Chandrakanth Gudavalli, Erik Rosten, Lakshmanan Nataraj, Shivkumar Chandrasekaran, B. S. Manjunath

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

[1094] arXiv:2108.12539 [pdf, other]

Title: High performing ensemble of convolutional neural networks for insect pest image detection

Loris Nanni, Alessandro Manfe, Gianluca Maguolo, Alessandra Lumini, Sheryl Brahnam

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

[1095] arXiv:2108.12545 [pdf, other]

Title: Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation

Lukas Hoyer, Dengxin Dai, Qin Wang, Yuhua Chen, Luc Van Gool

Comments: arXiv admin note: text overlap with arXiv:2012.10782

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

[1096] arXiv:2108.12565 [pdf, other]

Title: AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data

Ruoqi Wang, Ziwang Huang, Haitao Wang, Hejun Wu

Comments: 4 pages. Accepted by IEEE BIBM 2021

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

[1097] arXiv:2108.12575 [pdf, other]

Title: Goal-driven text descriptions for images

Ruotian Luo

Comments: Ph.D. thesis

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

[1098] arXiv:2108.12585 [pdf, other]

Title: On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering

Gouthaman KV, Anurag Mittal

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

[1099] arXiv:2108.12604 [pdf, other]

Title: New Pruning Method Based on DenseNet Network for Image Classification

Rui-Yang Ju, Ting-Yu Lin, Jen-Shiun Chiang

Comments: 5 pages, 3 figures, TAAI 2021

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

[1100] arXiv:2108.12611 [pdf, other]

Title: Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images

Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao

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