Computer Vision and Pattern Recognition

Authors and titles for August 2021

[801] arXiv:2108.08839 [pdf, other]

Title: PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

Xumin Yu, Yongming Rao, Ziyi Wang, Zuyan Liu, Jiwen Lu, Jie Zhou

Comments: Accepted to ICCV 2021 (Oral Presentation)

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

[802] arXiv:2108.08841 [pdf, other]

Title: Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs

Helisa Dhamo, Fabian Manhardt, Nassir Navab, Federico Tombari

Comments: accepted to ICCV 2021

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

[803] arXiv:2108.08844 [pdf, other]

Title: Gravity-Aware Monocular 3D Human-Object Reconstruction

Rishabh Dabral, Soshi Shimada, Arjun Jain, Christian Theobalt, Vladislav Golyanik

Comments: 12 pages, six figures, five tables; project webpage: this http URL

Journal-ref: International Conference on Computer Vision (ICCV) 2021

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

[804] arXiv:2108.08874 [pdf, other]

Title: Towards A Fairer Landmark Recognition Dataset

Zu Kim, André Araujo, Bingyi Cao, Cam Askew, Jack Sim, Mike Green, N'Mah Fodiatu Yilla, Tobias Weyand

Comments: Please cite the full detailed version of the paper instead: Improving Fairness in Large-Scale Object Recognition by CrowdSourced Demographic Information arXiv:2206.01326

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

[805] arXiv:2108.08882 [pdf, other]

Title: A Deep Learning Based Automatic Defect Analysis Framework for In-situ TEM Ion Irradiations

Mingren Shen, Guanzhao Li, Dongxia Wu, Yudai Yaguchi, Jack C. Haley, Kevin G. Field, Dane Morgan

Subjects: Computer Vision and Pattern Recognition (cs.CV); Materials Science (cond-mat.mtrl-sci)

[806] arXiv:2108.08883 [pdf, other]

Title: Multi defect detection and analysis of electron microscopy images with deep learning

Mingren Shen, Guanzhao Li, Dongxia Wu, Yuhan Liu, Jacob Greaves, Wei Hao, Nathaniel J. Krakauer, Leah Krudy, Jacob Perez, Varun Sreenivasan, Bryan Sanchez, Oigimer Torres, Wei Li, Kevin Field, Dane Morgan

Subjects: Computer Vision and Pattern Recognition (cs.CV); Materials Science (cond-mat.mtrl-sci)

[807] arXiv:2108.08891 [pdf, other]

Title: Neural TMDlayer: Modeling Instantaneous flow of features via SDE Generators

Zihang Meng, Vikas Singh, Sathya N. Ravi

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

[808] arXiv:2108.08922 [pdf, other]

Title: Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off

Vaibhav Vavilala, David Forsyth

Comments: 10 pages, 10 figures

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

[809] arXiv:2108.08923 [pdf, other]

Title: CenterPoly: real-time instance segmentation using bounding polygons

Hughes Perreault, Guillaume-Alexandre Bilodeau, Nicolas Saunier, Maguelonne Héritier

Comments: Accepted to the 2nd Autonomous Vehicle Vision Workshop (AVVision)

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

[810] arXiv:2108.08931 [pdf, other]

Title: Augmenting Implicit Neural Shape Representations with Explicit Deformation Fields

Matan Atzmon, David Novotny, Andrea Vedaldi, Yaron Lipman

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

[811] arXiv:2108.08943 [pdf, other]

Title: PatchMatch-RL: Deep MVS with Pixelwise Depth, Normal, and Visibility

Jae Yong Lee, Joseph DeGol, Chuhang Zou, Derek Hoiem

Comments: Accepted to ICCV 2021 for oral presentation

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

[812] arXiv:2108.08955 [pdf, other]

Title: CIGLI: Conditional Image Generation from Language & Image

Xiaopeng Lu, Lynnette Ng, Jared Fernandez, Hao Zhu

Comments: 5 pages

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

[813] arXiv:2108.08956 [pdf, other]

Title: Semi-supervised learning for medical image classification using imbalanced training data

Tri Huynh, Aiden Nibali, Zhen He

Comments: This paper has 28 pages, 7 figures

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

[814] arXiv:2108.08965 [pdf, other]

Title: Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling

Xiaopeng Lu, Zhen Fan, Yansen Wang, Jean Oh, Carolyn P. Rose

Comments: 9 pages

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

[815] arXiv:2108.08990 [pdf, other]

Title: Few Shot Activity Recognition Using Variational Inference

Neeraj Kumar, Siddhansh Narang

Comments: Accepted in IJCAI 2021 - 3RD INTERNATIONAL WORKSHOP ON DEEP LEARNING FOR HUMAN ACTIVITY RECOGNITION. arXiv admin note: text overlap with arXiv:1611.09630, arXiv:1909.07945 by other authors

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

[816] arXiv:2108.08995 [pdf, other]

Title: Discriminative Domain-Invariant Adversarial Network for Deep Domain Generalization

Mohammad Mahfujur Rahman, Clinton Fookes, Sridha Sridharan

Comments: This manuscript is submitted to Computer Vision and Image Understanding (CVIU)

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

[817] arXiv:2108.08996 [pdf, other]

Title: Weakly-supervised Joint Anomaly Detection and Classification

Snehashis Majhi, Srijan Das, Francois Bremond, Ratnakar Dash, Pankaj Kumar Sa

Comments: Provisionally accepted in the first round of FG 2021

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

[818] arXiv:2108.08998 [pdf, other]

Title: GAN Inversion for Out-of-Range Images with Geometric Transformations

Kyoungkook Kang, Seongtae Kim, Sunghyun Cho

Comments: Accepted to ICCV 2021. For supplementary material, see this https URL

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

[819] arXiv:2108.09000 [pdf, other]

Title: Deep Virtual Markers for Articulated 3D Shapes

Hyomin Kim, Jungeon Kim, Jaewon Kam, Jaesik Park, Seungyong Lee

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

[820] arXiv:2108.09007 [pdf, other]

Title: Spatiotemporal Texture Reconstruction for Dynamic Objects Using a Single RGB-D Camera

Hyomin Kim, Jungeon Kim, Hyeonseo Nam, Jaesik Park, Seungyong Lee

Journal-ref: Computer Graphics Forum. Vol. 40. No. 2. pp. 523-535. 2021

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

[821] arXiv:2108.09016 [pdf, other]

Title: Dual Projection Generative Adversarial Networks for Conditional Image Generation

Ligong Han, Martin Renqiang Min, Anastasis Stathopoulos, Yu Tian, Ruijiang Gao, Asim Kadav, Dimitris Metaxas

Comments: Accepted at ICCV-21

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

[822] arXiv:2108.09017 [pdf, other]

Title: DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection

Limeng Qiao, Yuxuan Zhao, Zhiyuan Li, Xi Qiu, Jianan Wu, Chi Zhang

Comments: Accepted by ICCV 2021

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

[823] arXiv:2108.09022 [pdf, other]

Title: Indoor Scene Generation from a Collection of Semantic-Segmented Depth Images

Ming-Jia Yang, Yu-Xiao Guo, Bin Zhou, Xin Tong

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

[824] arXiv:2108.09023 [pdf, other]

Title: Single Underwater Image Enhancement Using an Analysis-Synthesis Network

Zhengyong Wang, Liquan Shen, Mei Yu, Yufei Lin, Qiuyu Zhu

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

[825] arXiv:2108.09025 [pdf, other]

Title: Pixel Contrastive-Consistent Semi-Supervised Semantic Segmentation

Yuanyi Zhong, Bodi Yuan, Hong Wu, Zhiqiang Yuan, Jian Peng, Yu-Xiong Wang

Comments: To appear in ICCV 2021

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

[826] arXiv:2108.09034 [pdf, other]

Title: AdvDrop: Adversarial Attack to DNNs by Dropping Information

Ranjie Duan, Yuefeng Chen, Dantong Niu, Yun Yang, A. K. Qin, Yuan He

Comments: Accepted to ICCV 2021

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

[827] arXiv:2108.09038 [pdf, other]

Title: Is it Time to Replace CNNs with Transformers for Medical Images?

Christos Matsoukas, Johan Fredin Haslum, Magnus Söderberg, Kevin Smith

Comments: Originally published at the ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis (CVAMD)

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

[828] arXiv:2108.09039 [pdf, other]

Title: Video-based Person Re-identification with Spatial and Temporal Memory Networks

Chanho Eom, Geon Lee, Junghyup Lee, Bumsub Ham

Comments: International Conference on Computer Vision (ICCV) 2021

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

[829] arXiv:2108.09041 [pdf, other]

Title: Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization

Yufei Xu, Jing Zhang, Dacheng Tao

Comments: 10 pages, 6 figures, accepted by ICCV2021

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

[830] arXiv:2108.09048 [pdf, other]

Title: A Contactless Fingerprint Recognition System

Aman Attrish, Nagasai Bharat, Vijay Anand, Vivek Kanhangad

Comments: 8 pages, 11 figures and 4 tables

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

[831] arXiv:2108.09079 [pdf, other]

Title: Structure-Preserving Deraining with Residue Channel Prior Guidance

Qiaosi Yi, Juncheng Li, Qinyan Dai, Faming Fang, Guixu Zhang, Tieyong Zeng

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

[832] arXiv:2108.09105 [pdf, other]

Title: Airbert: In-domain Pretraining for Vision-and-Language Navigation

Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen, Ivan Laptev, Cordelia Schmid

Comments: To be published on ICCV 2021. Webpage is at this https URL linking to our dataset, codes and models

Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG)

[833] arXiv:2108.09108 [pdf, other]

Title: Single Image Defocus Deblurring Using Kernel-Sharing Parallel Atrous Convolutions

Hyeongseok Son, Junyong Lee, Sunghyun Cho, Seungyong Lee

Comments: Accepted to ICCV 2021

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

[834] arXiv:2108.09112 [pdf, other]

Title: Continual Learning for Image-Based Camera Localization

Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Juho Kannala

Comments: ICCV 2021

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

[835] arXiv:2108.09130 [pdf, other]

Title: ReGenMorph: Visibly Realistic GAN Generated Face Morphing Attacks by Attack Re-generation

Naser Damer, Kiran Raja, Marius Süßmilch, Sushma Venkatesh, Fadi Boutros, Meiling Fang, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper

Comments: Accepted at the 16th International Symposium on Visual Computing (ISVC 2021)

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

[836] arXiv:2108.09135 [pdf, other]

Title: PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier

Chong Xiang, Saeed Mahloujifar, Prateek Mittal

Comments: USENIX Security Symposium 2022; extended technical report

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

[837] arXiv:2108.09147 [pdf, other]

Title: Convolutional Neural Network (CNN) vs Vision Transformer (ViT) for Digital Holography

Stéphane Cuenat, Raphaël Couturier

Comments: 6 pages, 11 figures, ICCCR 2022 Conference

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

[838] arXiv:2108.09151 [pdf, other]

Title: Group-based Distinctive Image Captioning with Memory Attention

Jiuniu Wang, Wenjia Xu, Qingzhong Wang, Antoni B. Chan

Comments: Accepted at ACM MM 2021 (oral)

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

[839] arXiv:2108.09169 [pdf, other]

Title: Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds

Longkun Zou, Hui Tang, Ke Chen, Kui Jia

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

[840] arXiv:2108.09174 [pdf, other]

Title: Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance

Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen

Comments: Extended version of arXiv:2107.03172

Subjects: Computer Vision and Pattern Recognition (cs.CV); Human-Computer Interaction (cs.HC); Robotics (cs.RO)

[841] arXiv:2108.09178 [pdf, other]

Title: Self-Rule to Multi-Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection

Christian Abbet, Linda Studer, Andreas Fischer, Heather Dawson, Inti Zlobec, Behzad Bozorgtabar, Jean-Philippe Thiran

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

[842] arXiv:2108.09183 [pdf, other]

Title: Boosting of Head Pose Estimation by Knowledge Distillation

Andrey Sheka, Victor Samun

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

[843] arXiv:2108.09186 [pdf, other]

Title: Region-level Active Detector Learning

Michael Laielli, Giscard Biamby, Dian Chen, Ritwik Gupta, Adam Loeffler, Phat Dat Nguyen, Ross Luo, Trevor Darrell, Sayna Ebrahimi

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

[844] arXiv:2108.09195 [pdf, other]

Title: Towards Photorealistic Colorization by Imagination

Chenyang Lei, Yue Wu, Qifeng Chen

Comments: NeurIPS 2021 submission

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

[845] arXiv:2108.09208 [pdf, other]

Title: Exploring Data Aggregation and Transformations to Generalize across Visual Domains

Antono D'Innocente

Comments: PhD thesis

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

[846] arXiv:2108.09215 [pdf, other]

Title: Video Ads Content Structuring by Combining Scene Confidence Prediction and Tagging

Tomoyuki Suzuki, Antonio Tejero-de-Pablos

Comments: Technical report for Tencent Advertising Algorithm Competition 2021 (the best overseas team solution)

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

[847] arXiv:2108.09228 [pdf, other]

Title: Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis

Guoquan Xu, Hezhi Cao, Yifan Zhang, Jianwei Wan, Ke Xu, Yanxin Ma

Comments: ICMEW2022

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

[848] arXiv:2108.09256 [pdf, other]

Title: PowerLinear Activation Functions with application to the first layer of CNNs

Kamyar Nasiri, Kamaledin Ghiasi-Shirazi

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

[849] arXiv:2108.09274 [pdf, other]

Title: MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction

Patrick Dendorfer, Sven Elflein, Laura Leal-Taixé

Comments: Accepted at ICCV 2021; Code available: this https URL

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

[850] arXiv:2108.09285 [pdf, other]

Title: Zoom, Enhance! Measuring Surveillance GAN Up-sampling

Jake Sparkman, Abdalla Al-Ayrot, Utkarsh Contractor

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