Computer Vision and Pattern Recognition

Authors and titles for August 2021

[1101] arXiv:2108.12612 [pdf, other]

Title: Uncertainty-Aware Model Adaptation for Unsupervised Cross-Domain Object Detection

Minjie Cai, Minyi Luo, Xionghu Zhong, Hao Chen

Comments: 11 pages, 4 figures

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

[1102] arXiv:2108.12617 [pdf, other]

Title: AP-10K: A Benchmark for Animal Pose Estimation in the Wild

Hang Yu, Yufei Xu, Jing Zhang, Wei Zhao, Ziyu Guan, Dacheng Tao

Comments: Accepted to NeurIPS 2021 Datasets and Benchmarks Track

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

[1103] arXiv:2108.12630 [pdf, other]

Title: GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer

Shuaicheng Li, Qianggang Cao, Lingbo Liu, Kunlin Yang, Shinan Liu, Jun Hou, Shuai Yi

Comments: Accepted at ICCV2021

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

[1104] arXiv:2108.12655 [pdf, other]

Title: DenseLiDAR: A Real-Time Pseudo Dense Depth Guided Depth Completion Network

Jiaqi Gu, Zhiyu Xiang, Yuwen Ye, Lingxuan Wang

Comments: 9 pages, 7 figures, published in IEEE Robotics and Automation Letters and Accepted by ICRA2021

Journal-ref: IEEE Robotics and Automation Letters ( Volume: 6, Issue: 2, April 2021)

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

[1105] arXiv:2108.12711 [pdf, other]

Title: Learning to Track Objects from Unlabeled Videos

Jilai Zheng, Chao Ma, Houwen Peng, Xiaokang Yang

Comments: Accpeted to ICCV2021

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

[1106] arXiv:2108.12715 [pdf, other]

Title: DeepFake Detection with Inconsistent Head Poses: Reproducibility and Analysis

Kevin Lutz, Robert Bassett

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

[1107] arXiv:2108.12756 [pdf, other]

Title: Variational voxelwise rs-fMRI representation learning: Evaluation of sex, age, and neuropsychiatric signatures

Eloy Geenjaar, Tonya White, Vince Calhoun

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

[1108] arXiv:2108.12757 [pdf, other]

Title: Calibrating Class Activation Maps for Long-Tailed Visual Recognition

Chi Zhang, Guosheng Lin, Lvlong Lai, Henghui Ding, Qingyao Wu

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

[1109] arXiv:2108.12790 [pdf, other]

Title: RPR-Net: A Point Cloud-based Rotation-aware Large Scale Place Recognition Network

Zhaoxin Fan, Zhenbo Song, Wenping Zhang, Hongyan Liu, Jun He, Xiaoyong Du

Comments: Accept to ECCV 2022 AVVision Workshop

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

[1110] arXiv:2108.12811 [pdf, other]

Title: Airplane Type Identification Based on Mask RCNN and Drone Images

W.T Alshaibani, Mustafa Helvaci, Ibraheem Shayea, Sawsan A. Saad, Azizul Azizan, Fitri Yakub

Comments: 14 page

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

[1111] arXiv:2108.12817 [pdf, other]

Title: Airplane Detection Based on Mask Region Convolution Neural Network

W.T. Alshaibani, Mustafa Helvaci, Ibraheem Shayea, Hafizal Mohamad

Comments: 18 pages

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

[1112] arXiv:2108.12828 [pdf, other]

Title: MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification

Firoj Alam, Tanvirul Alam, Md. Arid Hasan, Abul Hasnat, Muhammad Imran, Ferda Ofli

Comments: Multi-task Learning, Social media images, Image Classification, Natural disasters, Crisis Informatics, Deep learning, Dataset

Journal-ref: Neural Computing and Applications 35, 2609-2632 (2023)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Computers and Society (cs.CY); Machine Learning (cs.LG); Social and Information Networks (cs.SI)

[1113] arXiv:2108.12842 [pdf, other]

Title: DASHA: Decentralized Autofocusing System with Hierarchical Agents

Anna Anikina, Oleg Y. Rogov, Dmitry V. Dylov

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

[1114] arXiv:2108.12845 [pdf, other]

Title: Flow-Guided Video Inpainting with Scene Templates

Dong Lao, Peihao Zhu, Peter Wonka, Ganesh Sundaramoorthi

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

[1115] arXiv:2108.12847 [pdf, other]

Title: Non-Parametric Neural Style Transfer

Nicholas Kolkin

Comments: PhD thesis

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

[1116] arXiv:2108.12856 [pdf, other]

Title: Differentiable Convolution Search for Point Cloud Processing

Xing Nie, Yongcheng Liu, Shaohong Chen, Jianlong Chang, Chunlei Huo, Gaofeng Meng, Qi Tian, Weiming Hu, Chunhong Pan

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

[1117] arXiv:2108.12858 [pdf, other]

Title: Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator

Zhiqiang Cao, Zhijun Li, Pan Heng, Yongrui Chen, Daqi Xie, Jie Liu

Comments: 10 pages infocom2022

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

[1118] arXiv:2108.12863 [pdf, other]

Title: MBDF-Net: Multi-Branch Deep Fusion Network for 3D Object Detection

Xun Tan, Xingyu Chen, Guowei Zhang, Jishiyu Ding, Xuguang Lan

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

[1119] arXiv:2108.12867 [pdf, other]

Title: Partial Domain Adaptation without Domain Alignment

Weikai Li, Songcan Chen

Comments: 10 pages. IEEE Transactions on Pattern Analysis and Machine Intelligence,2022

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

[1120] arXiv:2108.12868 [pdf, other]

Title: A Multimodal Framework for Video Ads Understanding

Zejia Weng, Lingchen Meng, Rui Wang, Zuxuan Wu, Yu-Gang Jiang

Comments: 4 pages; 2 figures; ACM MM 2021 workshop; Tencent Advertising Algorithm Competition ACM Multimedia 2021 Grand Challenge

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

[1121] arXiv:2108.12876 [pdf, other]

Title: Solving Viewing Graph Optimization for Simultaneous Position and Rotation Registration

Seyed-Mahdi Nasiri, Reshad Hosseini, Hadi Moradi

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

[1122] arXiv:2108.12900 [pdf, other]

Title: Layout-to-Image Translation with Double Pooling Generative Adversarial Networks

Hao Tang, Nicu Sebe

Comments: Accepted to TIP

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

[1123] arXiv:2108.12931 [pdf, other]

Title: NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks

Haekyu Park, Nilaksh Das, Rahul Duggal, Austin P. Wright, Omar Shaikh, Fred Hohman, Duen Horng Chau

Comments: Accepted to IEEE VIS'21

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

[1124] arXiv:2108.12952 [pdf, other]

Title: Learning to Discover Reflection Symmetry via Polar Matching Convolution

Ahyun Seo, Woohyeon Shim, Minsu Cho

Comments: Accepted to ICCV 2021

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

[1125] arXiv:2108.12957 [pdf, other]

Title: Searching for Two-Stream Models in Multivariate Space for Video Recognition

Xinyu Gong, Heng Wang, Zheng Shou, Matt Feiszli, Zhangyang Wang, Zhicheng Yan

Comments: Accepted by ICCV 2021

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

[1126] arXiv:2108.12958 [pdf, other]

Title: 3DStyleNet: Creating 3D Shapes with Geometric and Texture Style Variations

Kangxue Yin, Jun Gao, Maria Shugrina, Sameh Khamis, Sanja Fidler

Comments: Accepted to ICCV 2021. Supplementary material can be found on the project page: this https URL

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

[1127] arXiv:2108.12961 [pdf, other]

Title: BioFors: A Large Biomedical Image Forensics Dataset

Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan

Comments: To appear at ICCV 2021

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

[1128] arXiv:2108.12965 [pdf, other]

Title: Font Completion and Manipulation by Cycling Between Multi-Modality Representations

Ye Yuan, Wuyang Chen, Zhaowen Wang, Matthew Fisher, Zhifei Zhang, Zhangyang Wang, Hailin Jin

Comments: submitted to IEEE Transactions on Multimedia (TMM)

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

[1129] arXiv:2108.12966 [pdf, other]

Title: Digging into Uncertainty in Self-supervised Multi-view Stereo

Hongbin Xu, Zhipeng Zhou, Yali Wang, Wenxiong Kang, Baigui Sun, Hao Li, Yu Qiao

Comments: This paper is accepted by ICCV-21 as a poster presentation

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

[1130] arXiv:2108.12995 [pdf, other]

Title: Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang

Comments: Accepted by ICCV2021

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

[1131] arXiv:2108.13002 [pdf, other]

Title: A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Yucheng Zhao, Guangting Wang, Chuanxin Tang, Chong Luo, Wenjun Zeng, Zheng-Jun Zha

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

[1132] arXiv:2108.13003 [pdf, other]

Title: Embedding Novel Views in a Single JPEG Image

Yue Wu, Guotao Meng, Qifeng Chen

Comments: published in ICCV 2021; Supplementary material will be added later

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

[1133] arXiv:2108.13004 [pdf, other]

Title: X2Teeth: 3D Teeth Reconstruction from a Single Panoramic Radiograph

Yuan Liang, Weinan Song, Jiawei Yang, Liang Qiu, Kun Wang, Lei He

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

[1134] arXiv:2108.13015 [pdf, other]

Title: Exploring and Improving Mobile Level Vision Transformers

Pengguang Chen, Yixin Chen, Shu Liu, Mingchang Yang, Jiaya Jia

Comments: 10 pages; 5 figures; preprint

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

[1135] arXiv:2108.13027 [pdf, other]

Title: What You Can Learn by Staring at a Blank Wall

Prafull Sharma, Miika Aittala, Yoav Y. Schechner, Antonio Torralba, Gregory W. Wornell, William T. Freeman, Fredo Durand

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

[1136] arXiv:2108.13055 [pdf, other]

Title: Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions

Yang Wu, Dingheng Wang, Xiaotong Lu, Fan Yang, Guoqi Li, Weisheng Dong, Jianbo Shi

Journal-ref: Mach. Intell. Res. (2022)

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

[1137] arXiv:2108.13062 [pdf, other]

Title: Unsupervised Monocular Depth Perception: Focusing on Moving Objects

Hualie Jiang, Laiyan Ding, Zhenglong Sun, Rui Huang

Comments: Accepted by IEEE Sensors Journal. arXiv admin note: text overlap with arXiv:2003.01360

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

[1138] arXiv:2108.13098 [pdf, other]

Title: Object-aware Long-short-range Spatial Alignment for Few-Shot Fine-Grained Image Classification

Yike Wu, Bo Zhang, Gang Yu, Weixi Zhang, Bin Wang, Tao Chen, Jiayuan Fan

Comments: Accepted by ACM MM'21 (oral presentation)

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

[1139] arXiv:2108.13101 [pdf, other]

Title: Densely Semantic Enhancement for Domain Adaptive Region-free Detectors

Bo Zhang, Tao Chen, Bin Wang, Xiaofeng Wu, Liming Zhang, Jiayuan Fan

Comments: Accepted by T-CSVT

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

[1140] arXiv:2108.13122 [pdf, other]

Title: Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification

Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler

Comments: Accepted at the 2nd Visual Inductive Priors for Data-Efficient Deep Learning Workshop (ICCV 2021)

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

[1141] arXiv:2108.13129 [pdf, other]

Title: From General to Specific: Informative Scene Graph Generation via Balance Adjustment

Yuyu Guo, Lianli Gao, Xuanhan Wang, Yuxuan Hu, Xing Xu, Xu Lu, Heng Tao Shen, Jingkuan Song

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

[1142] arXiv:2108.13153 [pdf, other]

Title: LIGAR: Lightweight General-purpose Action Recognition

Evgeny Izutov

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

[1143] arXiv:2108.13246 [pdf, other]

Title: LUAI Challenge 2021 on Learning to Understand Aerial Images

Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu

Comments: 7 pages, 2 figures, accepted by ICCVW 2021

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

[1144] arXiv:2108.13258 [pdf, other]

Title: Equine Pain Behavior Classification via Self-Supervised Disentangled Pose Representation

Maheen Rashid, Sofia Broomé, Katrina Ask, Elin Hernlund, Pia Haubro Andersen, Hedvig Kjellström, Yong Jae Lee

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

[1145] arXiv:2108.13290 [pdf, other]

Title: StackGAN: Facial Image Generation Optimizations

Badr Belhiti, Justin Milushev, Avinash Gupta, John Breedis, Johnson Dinh, Jesse Pisel, Michael Pyrcz

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

[1146] arXiv:2108.13341 [pdf, other]

Title: Hire-MLP: Vision MLP via Hierarchical Rearrangement

Jianyuan Guo, Yehui Tang, Kai Han, Xinghao Chen, Han Wu, Chao Xu, Chang Xu, Yunhe Wang

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

[1147] arXiv:2108.13344 [pdf, other]

Title: Enlisting 3D Crop Models and GANs for More Data Efficient and Generalizable Fruit Detection

Zhenghao Fei, Alex Olenskyj, Brian N. Bailey, Mason Earles

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

[1148] arXiv:2108.13382 [pdf, other]

Title: Exploring Multi-Tasking Learning in Document Attribute Classification

Tanmoy Mondal, Abhijit Das, Zuheng Ming

Comments: 12 pages, 6 figures, 10 tables

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

[1149] arXiv:2108.13393 [pdf, other]

Title: Seminar Learning for Click-Level Weakly Supervised Semantic Segmentation

Hongjun Chen, Jinbao Wang, Hong Cai Chen, Xiantong Zhen, Feng Zheng, Rongrong Ji, Ling Shao

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

[1150] arXiv:2108.13408 [pdf, other]

Title: View Synthesis of Dynamic Scenes based on Deep 3D Mask Volume

Kai-En Lin, Guowei Yang, Lei Xiao, Feng Liu, Ravi Ramamoorthi

Comments: This is the extended version of the paper published at ICCV 2021. Code and dataset available at: this https URL

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