Computer Vision and Pattern Recognition

Authors and titles for August 2021

[401] arXiv:2108.04508 [pdf, other]

Title: TBNet:Two-Stream Boundary-aware Network for Generic Image Manipulation Localization

Zan Gao, Chao Sun, Zhiyong Cheng, Weili Guan, Anan Liu, Meng Wang

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

[402] arXiv:2108.04521 [pdf, other]

Title: Multi-domain Collaborative Feature Representation for Robust Visual Object Tracking

Jiqing Zhang, Kai Zhao, Bo Dong, Yingkai Fu, Yuxin Wang, Xin Yang, Baocai Yin

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

[403] arXiv:2108.04527 [pdf, other]

Title: Multigranular Visual-Semantic Embedding for Cloth-Changing Person Re-identification

Zan Gao, Hongwei Wei, Weili Guan, Weizhi Nie, Meng Liu, Meng Wang

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

[404] arXiv:2108.04529 [pdf, other]

Title: Hand Pose Classification Based on Neural Networks

Rashmi Bakshi

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

[405] arXiv:2108.04533 [pdf, other]

Title: ASMR: Learning Attribute-Based Person Search with Adaptive Semantic Margin Regularizer

Boseung Jeong, Jicheol Park, Suha Kwak

Comments: ICCV 2021 accepted

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

[406] arXiv:2108.04536 [pdf, other]

Title: Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition

Tailin Chen, Desen Zhou, Jian Wang, Shidong Wang, Yu Guan, Xuming He, Errui Ding

Comments: Accepted by ACM MM'21

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

[407] arXiv:2108.04547 [pdf, other]

Title: Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation

Weilun Wang, Wengang Zhou, Jianmin Bao, Dong Chen, Houqiang Li

Comments: Accepted by ICCV 2021

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

[408] arXiv:2108.04558 [pdf, other]

Title: Understanding Character Recognition using Visual Explanations Derived from the Human Visual System and Deep Networks

Chetan Ralekar, Shubham Choudhary, Tapan Kumar Gandhi, Santanu Chaudhury

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

[409] arXiv:2108.04562 [pdf, other]

Title: Deep Metric Learning for Open World Semantic Segmentation

Jun Cen, Peng Yun, Junhao Cai, Michael Yu Wang, Ming Liu

Comments: Accepted by ICCV2021

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

[410] arXiv:2108.04584 [pdf, other]

Title: UniNet: A Unified Scene Understanding Network and Exploring Multi-Task Relationships through the Lens of Adversarial Attacks

Naresh Kumar Gurulingan, Elahe Arani, Bahram Zonooz

Comments: Accepted at DeepMTL workshop, ICCV 2021

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

[411] arXiv:2108.04602 [pdf, other]

Title: Joint Multi-Object Detection and Tracking with Camera-LiDAR Fusion for Autonomous Driving

Kemiao Huang, Qi Hao

Comments: accepted by IROS 2021

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

[412] arXiv:2108.04603 [pdf, other]

Title: Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition

Ziwei Xu, Guangzhi Wang, Yongkang Wong, Mohan Kankanhalli

Comments: Accepted by IEEE Transactions on Multimedia

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

[413] arXiv:2108.04614 [pdf, other]

Title: White blood cell subtype detection and classification

Nalla Praveen, Narinder Singh Punn, Sanjay Kumar Sonbhadra, Sonali Agarwal, M. Syafrullah, Krisna Adiyarta

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

[414] arXiv:2108.04628 [pdf, other]

Title: Learning Canonical 3D Object Representation for Fine-Grained Recognition

Sunghun Joung, Seungryong Kim, Minsu Kim, Ig-Jae Kim, Kwanghoon Sohn

Comments: ICCV 2021

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

[415] arXiv:2108.04644 [pdf, other]

Title: FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network

Qiang Hou, Weiqing Min, Jing Wang, Sujuan Hou, Yuanjie Zheng, Shuqiang Jiang

Comments: This paper has been accepted to ACM MM 2021. The FoodLogoDet-1500, see this https URL

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

[416] arXiv:2108.04694 [pdf, other]

Title: Multi-Camera Trajectory Forecasting with Trajectory Tensors

Olly Styles, Tanaya Guha, Victor Sanchez

Comments: To appear in IEEE Transactions on Pattern Analysis and Machine Intelligence (tPAMI)

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

[417] arXiv:2108.04706 [pdf, other]

Title: BIDCD -- Bosch Industrial Depth Completion Dataset

Adam Botach, Yuri Feldman, Yakov Miron, Yoel Shapiro, Dotan Di Castro

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

[418] arXiv:2108.04728 [pdf, other]

Title: Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds

Chaoda Zheng, Xu Yan, Jiantao Gao, Weibing Zhao, Wei Zhang, Zhen Li, Shuguang Cui

Comments: Accepted by ICCV 2021

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

[419] arXiv:2108.04740 [pdf, other]

Title: Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction

Ben A. Rainbow, Qianhui Men, Hubert P. H. Shum

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

[420] arXiv:2108.04775 [pdf, other]

Title: SUNet: Symmetric Undistortion Network for Rolling Shutter Correction

Bin Fan, Yuchao Dai, Mingyi He

Comments: Accepted by IEEE International Conference on Computer Vision (ICCV) 2021

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

[421] arXiv:2108.04814 [pdf, other]

Title: R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes

Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari

Comments: Accepted at the International Conference on 3D Vision (3DV) 2021

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

[422] arXiv:2108.04815 [pdf, other]

Title: The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data

Vasileios Baltatzis, Loic Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel

Comments: Accepted at iMIMIC, MICCAI 2021

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

[423] arXiv:2108.04869 [pdf, other]

Title: MetaPose: Fast 3D Pose from Multiple Views without 3D Supervision

Ben Usman, Andrea Tagliasacchi, Kate Saenko, Avneesh Sud

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

[424] arXiv:2108.04890 [pdf, other]

Title: On the Effect of Pruning on Adversarial Robustness

Artur Jordao, Helio Pedrini

Comments: Published at International Conference on Computer Vision Workshop (ICCVW), 2021

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

[425] arXiv:2108.04893 [pdf, other]

Title: How Self-Supervised Learning Can be Used for Fine-Grained Head Pose Estimation?

Mahdi Pourmirzaei, Farzaneh Esmaili, Ebrahim Mousavi, Sasan Karamizadeh, Seyedehsamaneh Shojaeilangari

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

[426] arXiv:2108.04896 [pdf, other]

Title: Interpreting Generative Adversarial Networks for Interactive Image Generation

Bolei Zhou

Comments: An invited book chapter on explainable machine learning

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

[427] arXiv:2108.04913 [pdf, other]

Title: FLAME-in-NeRF : Neural control of Radiance Fields for Free View Face Animation

ShahRukh Athar, Zhixin Shu, Dimitris Samaras

Comments: version 1.0.0

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

[428] arXiv:2108.04926 [pdf, other]

Title: First Order Locally Orderless Registration

Sune Darkner, Jose D Tascon, Francois Lauze

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

[429] arXiv:2108.04927 [pdf, other]

Title: Embodied BERT: A Transformer Model for Embodied, Language-guided Visual Task Completion

Alessandro Suglia, Qiaozi Gao, Jesse Thomason, Govind Thattai, Gaurav Sukhatme

Comments: Accepted at Novel Ideas in Learning-to-Learn through Interaction (NILLI) workshop @ EMNLP 2021

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

[430] arXiv:2108.04938 [pdf, other]

Title: BERTHop: An Effective Vision-and-Language Model for Chest X-ray Disease Diagnosis

Masoud Monajatipoor, Mozhdeh Rouhsedaghat, Liunian Harold Li, Aichi Chien, C.-C. Jay Kuo, Fabien Scalzo, Kai-Wei Chang

Comments: 10 pages, 8 figures, Accepted in ICCV workshop

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

[431] arXiv:2108.04957 [pdf, other]

Title: An Image-based Generator Architecture for Synthetic Image Refinement

Alex Nasser

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

[432] arXiv:2108.04979 [pdf, other]

Title: Simple black-box universal adversarial attacks on medical image classification based on deep neural networks

Kazuki Koga, Kazuhiro Takemoto

Comments: 19 pages, 3 figures, 2 tables

Journal-ref: Algorithms 15(5), 144 (2022)

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

[433] arXiv:2108.04983 [pdf, other]

Title: Learning Fair Face Representation With Progressive Cross Transformer

Yong Li, Yufei Sun, Zhen Cui, Shiguang Shan, Jian Yang

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

[434] arXiv:2108.05009 [pdf, other]

Title: Learning Deep Multimodal Feature Representation with Asymmetric Multi-layer Fusion

Yikai Wang, Fuchun Sun, Ming Lu, Anbang Yao

Comments: ACMMM 2020 (2020.3)

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

[435] arXiv:2108.05010 [pdf, other]

Title: Prototype Completion for Few-Shot Learning

Baoquan Zhang, Xutao Li, Yunming Ye, Shanshan Feng

Comments: Extended version of 'Prototype Completion with Primitive Knowledge for Few-Shot Learning' in CVPR2021. arXiv admin note: substantial text overlap with arXiv:2009.04960

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

[436] arXiv:2108.05015 [pdf, other]

Title: VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows

Xiao Wang, Jianing Li, Lin Zhu, Zhipeng Zhang, Zhe Chen, Xin Li, Yaowei Wang, Yonghong Tian, Feng Wu

Comments: Accepted by IEEE Transactions on Cybernetics

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

[437] arXiv:2108.05025 [pdf, other]

Title: Learning Oculomotor Behaviors from Scanpath

Beibin Li, Nicholas Nuechterlein, Erin Barney, Claire Foster, Minah Kim, Monique Mahony, Adham Atyabi, Li Feng, Quan Wang, Pamela Ventola, Linda Shapiro, Frederick Shic

Comments: Accepted ACM ICMI 2021

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

[438] arXiv:2108.05028 [pdf, other]

Title: Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder

Hanwen Liang, Qiong Zhang, Peng Dai, Juwei Lu

Comments: Accepted at ICCV2021

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

[439] arXiv:2108.05029 [pdf, other]

Title: Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization

Pilhyeon Lee, Hyeran Byun

Comments: Accepted by ICCV 2021 (Oral). Code is available at this https URL

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

[440] arXiv:2108.05045 [pdf, other]

Title: Semi-Supervised Domain Generalizable Person Re-Identification

Lingxiao He, Wu Liu, Jian Liang, Kecheng Zheng, Xingyu Liao, Peng Cheng, Tao Mei

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

[441] arXiv:2108.05054 [pdf, other]

Title: Rethinking Coarse-to-Fine Approach in Single Image Deblurring

Sung-Jin Cho, Seo-Won Ji, Jun-Pyo Hong, Seung-Won Jung, Sung-Jea Ko

Comments: Accepted by IEEE International Conference on Computer Vision (ICCV) 2021

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

[442] arXiv:2108.05055 [pdf, other]

Title: Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound

Shuangchi He, Zehui Lin, Xin Yang, Chaoyu Chen, Jian Wang, Xue Shuang, Ziwei Deng, Qin Liu, Yan Cao, Xiduo Lu, Ruobing Huang, Nishant Ravikumar, Alejandro Frangi, Yuanji Zhang, Yi Xiong, Dong Ni

Comments: Accepted by MICCAI-MLMI 2021

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

[443] arXiv:2108.05060 [pdf, other]

Title: MultiTask-CenterNet (MCN): Efficient and Diverse Multitask Learning using an Anchor Free Approach

Falk Heuer, Sven Mantowsky, Syed Saqib Bukhari, Georg Schneider

Comments: Accepted by IEEE International Conference on Computer Vision (ICCV) 2021

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

[444] arXiv:2108.05061 [pdf, other]

Title: NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications

Guangyi Xiao, Weiwei Xiang, Huan Liu, Hao Chen, Shun Peng, Jingzhi Guo, Zhiguo Gong

Comments: 11 pages, 5 figures, and 8 tables

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

[445] arXiv:2108.05067 [pdf, other]

Title: Medical-VLBERT: Medical Visual Language BERT for COVID-19 CT Report Generation With Alternate Learning

Guangyi Liu, Yinghong Liao, Fuyu Wang, Bin Zhang, Lu Zhang, Xiaodan Liang, Xiang Wan, Shaolin Li, Zhen Li, Shuixing Zhang, Shuguang Cui

Comments: Accepted by IEEE Transactions on Neural Networks and Learning Systems

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

[446] arXiv:2108.05076 [pdf, other]

Title: Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation

Xiaoqi Zhao, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu

Comments: This work was accepted as ACM MM 2021 oral

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

[447] arXiv:2108.05077 [pdf, other]

Title: Mining the Benefits of Two-stage and One-stage HOI Detection

Aixi Zhang, Yue Liao, Si Liu, Miao Lu, Yongliang Wang, Chen Gao, Xiaobo Li

Comments: Accepted by NeurIPS 2021

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

[448] arXiv:2108.05080 [pdf, other]

Title: FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Hasam Khalid, Shahroz Tariq, Minha Kim, Simon S. Woo

Comments: Part of Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks (NeurIPS Datasets and Benchmarks 2021)

Subjects: Computer Vision and Pattern Recognition (cs.CV); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[449] arXiv:2108.05082 [pdf, other]

Title: Automatic Polyp Segmentation via Multi-scale Subtraction Network

Xiaoqi Zhao, Lihe Zhang, Huchuan Lu

Comments: This work was accepted by MICCAI 2021

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

[450] arXiv:2108.05094 [pdf, other]

Title: Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach

Aidan M. Swope, Xander H. Rudelis, Kyle T. Story

Comments: 9 pages, 5 figures. Work completed in 2019 and submitted to ICLR in 2020. Source code available at: this https URL. Data available at: this https URL

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