Computer Vision and Pattern Recognition

Authors and titles for August 2021

[1001] arXiv:2108.11119 [pdf, other]

Title: Product-oriented Machine Translation with Cross-modal Cross-lingual Pre-training

Yuqing Song, Shizhe Chen, Qin Jin, Wei Luo, Jun Xie, Fei Huang

Comments: Accepted as Oral by ACMMM 2021

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

[1002] arXiv:2108.11127 [pdf, other]

Title: AutoShape: Real-Time Shape-Aware Monocular 3D Object Detection

Zongdai Liu, Dingfu Zhou, Feixiang Lu, Jin Fang, Liangjun Zhang

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

[1003] arXiv:2108.11128 [pdf, other]

Title: Semantic Scene Segmentation for Robotics Applications

Maria Tzelepi, Anastasios Tefas

Comments: Accepted at IISA 2021

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

[1004] arXiv:2108.11149 [pdf, other]

Title: A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games

Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth

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

[1005] arXiv:2108.11154 [pdf, other]

Title: Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segmentation

Himashi Peiris, Zhaolin Chen, Gary Egan, Mehrtash Harandi

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

[1006] arXiv:2108.11168 [pdf, other]

Title: Adversarially Robust One-class Novelty Detection

Shao-Yuan Lo, Poojan Oza, Vishal M. Patel

Comments: Accepted in IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022

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

[1007] arXiv:2108.11172 [pdf, other]

Title: Superpixel-guided Discriminative Low-rank Representation of Hyperspectral Images for Classification

Shujun Yang, Junhui Hou, Yuheng Jia, Shaohui Mei, Qian Du

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

[1008] arXiv:2108.11179 [pdf, other]

Title: Recall@k Surrogate Loss with Large Batches and Similarity Mixup

Yash Patel, Giorgos Tolias, Jiri Matas

Comments: CVPR 2022 camera-ready version

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

[1009] arXiv:2108.11195 [pdf, other]

Title: Lizard: A Large-Scale Dataset for Colonic Nuclear Instance Segmentation and Classification

Simon Graham, Mostafa Jahanifar, Ayesha Azam, Mohammed Nimir, Yee-Wah Tsang, Katherine Dodd, Emily Hero, Harvir Sahota, Atisha Tank, Ksenija Benes, Noorul Wahab, Fayyaz Minhas, Shan E Ahmed Raza, Hesham El Daly, Kishore Gopalakrishnan, David Snead, Nasir Rajpoot

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

[1010] arXiv:2108.11224 [pdf, other]

Title: Multi-domain semantic segmentation with overlapping labels

Petra Bevandić, Marin Oršić, Ivan Grubišić, Josip Šarić, Siniša Šegvić

Comments: 18 pages, 8 figures, 11 tables

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

[1011] arXiv:2108.11244 [pdf, other]

Title: Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction

Maosen Li, Siheng Chen, Yangheng Zhao, Ya Zhang, Yanfeng Wang, Qi Tian

Comments: Accepted by IEEE-TIP

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

[1012] arXiv:2108.11249 [pdf, other]

Title: Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation

Jogendra Nath Kundu, Akshay Kulkarni, Amit Singh, Varun Jampani, R. Venkatesh Babu

Comments: ICCV 2021. Project page: this http URL

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

[1013] arXiv:2108.11250 [pdf, other]

Title: YOLOP: You Only Look Once for Panoptic Driving Perception

Dong Wu, Manwen Liao, Weitian Zhang, Xinggang Wang, Xiang Bai, Wenqing Cheng, Wenyu Liu

Journal-ref: [J]. Machine Intelligence Research, 2022: 1-13

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

[1014] arXiv:2108.11262 [pdf, other]

Title: Deep few-shot learning for bi-temporal building change detection

Mehdi Khoshboresh-Masouleh, Reza Shah-Hosseini

Comments: 5 pages, 3 figures

Journal-ref: ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - 2021

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

[1015] arXiv:2108.11283 [pdf, other]

Title: Automatic Feature Highlighting in Noisy RES Data With CycleGAN

Nicholas Khami, Omar Imtiaz, Akif Abidi, Akash Aedavelli, Alan Goff, Jesse R. Pisel, Michael J. Pyrcz

Comments: 12 pages, 8 figures, 1 table

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

[1016] arXiv:2108.11292 [pdf, other]

Title: Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing

Cong Wang, Yan Huang, Yuexian Zou, Yong Xu

Comments: 13 pages, 10 figures

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

[1017] arXiv:2108.11305 [pdf, other]

Title: CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing

Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

Comments: Accepted to ICCV 2021

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

[1018] arXiv:2108.11353 [pdf, other]

Title: Multi-Task Self-Training for Learning General Representations

Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin

Comments: ICCV 2021

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

[1019] arXiv:2108.11364 [pdf, other]

Title: Blind Image Decomposition

Junlin Han, Weihao Li, Pengfei Fang, Chunyi Sun, Jie Hong, Mohammad Ali Armin, Lars Petersson, Hongdong Li

Comments: ECCV 2022. Project page: this https URL. Code: this https URL

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

[1020] arXiv:2108.11368 [pdf, other]

Title: CDCGen: Cross-Domain Conditional Generation via Normalizing Flows and Adversarial Training

Hari Prasanna Das, Ryan Tran, Japjot Singh, Yu-Wen Lin, Costas J. Spanos

Comments: Workshop on Machine Learning for Data: Automated Creation,Privacy, Bias, In 38th International Conference on Machine Learning (ICML) 2021

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

[1021] arXiv:2108.11439 [pdf, other]

Title: PGTRNet: Two-phase Weakly Supervised Object Detection with Pseudo Ground Truth Refinement

Jun Wang, Hefeng Zhou, Xiaohan Yu

Comments: This paper was accepted by ICASSP2022. arXiv admin note: substantial text overlap with arXiv:2104.00231

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

[1022] arXiv:2108.11449 [pdf, other]

Title: A Riemannian Framework for Analysis of Human Body Surface

Emery Pierson, Mohamed Daoudi, Alice-Barbara Tumpach

Comments: IEEE Workshop on Applications of Computer Vision (WACV) 2022, accepted

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

[1023] arXiv:2108.11458 [pdf, other]

Title: Reducing Label Effort: Self-Supervised meets Active Learning

Javad Zolfaghari Bengar, Joost van de Weijer, Bartlomiej Twardowski, Bogdan Raducanu

Comments: Accepted at ICCVW 2021 (Interactive Labeling and Data Augmentation for Vision)

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

[1024] arXiv:2108.11501 [pdf, other]

Title: Improving Object Detection and Attribute Recognition by Feature Entanglement Reduction

Zhaoheng Zheng, Arka Sadhu, Ram Nevatia

Comments: Camera-ready for ICIP 2021

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

[1025] arXiv:2108.11510 [pdf, other]

Title: Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey

Ngan Le, Vidhiwar Singh Rathour, Kashu Yamazaki, Khoa Luu, Marios Savvides

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

[1026] arXiv:2108.11515 [pdf, other]

Title: Robust High-Resolution Video Matting with Temporal Guidance

Shanchuan Lin, Linjie Yang, Imran Saleemi, Soumyadip Sengupta

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

[1027] arXiv:2108.11535 [pdf, other]

Title: ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation

Matheus Barros Pereira, Jefersson Alex dos Santos

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

[1028] arXiv:2108.11539 [pdf, other]

Title: TPH-YOLOv5: Improved YOLOv5 Based on Transformer Prediction Head for Object Detection on Drone-captured Scenarios

Xingkui Zhu, Shuchang Lyu, Xu Wang, Qi Zhao

Comments: 8 pages,9 figures, VisDrone 2021 ICCV workshop

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

[1029] arXiv:2108.11544 [pdf, other]

Title: Vision-Language Navigation: A Survey and Taxonomy

Wansen Wu, Tao Chang, Xinmeng Li

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

[1030] arXiv:2108.11550 [pdf, other]

Title: The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation

Xiaoming Zhao, Harsh Agrawal, Dhruv Batra, Alexander Schwing

Comments: ICCV 2021

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

[1031] arXiv:2108.11554 [pdf, other]

Title: XCI-Sketch: Extraction of Color Information from Images for Generation of Colored Outlines and Sketches

V Manushree, Sameer Saxena, Parna Chowdhury, Manisimha Varma, Harsh Rathod, Ankita Ghosh, Sahil Khose

Comments: ML for Creativity and Design workshop at NeurIPS 2021

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

[1032] arXiv:2108.11559 [pdf, other]

Title: Identity-aware Graph Memory Network for Action Detection

Jingcheng Ni, Jie Qin, Di Huang

Comments: Accepted by ACM MM2021

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

[1033] arXiv:2108.11575 [pdf, other]

Title: Shifted Chunk Transformer for Spatio-Temporal Representational Learning

Xuefan Zha, Wentao Zhu, Tingxun Lv, Sen Yang, Ji Liu

Comments: 15 pages, 3 figures

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

[1034] arXiv:2108.11609 [pdf, other]

Title: Unsupervised Dense Deformation Embedding Network for Template-Free Shape Correspondence

Ronghan Chen, Yang Cong, Jiahua Dong

Comments: 15 pages, 18 figures. Accepted to ICCV 2021

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

[1035] arXiv:2108.11618 [pdf, other]

Title: Few-shot Visual Relationship Co-localization

Revant Teotia, Vaibhav Mishra, Mayank Maheshwari, Anand Mishra

Comments: Accepted in ICCV 2021

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

[1036] arXiv:2108.11629 [pdf, other]

Title: Web Image Context Extraction with Graph Neural Networks and Sentence Embeddings on the DOM tree

Chen Dang (QR), Hicham Randrianarivo (QR), Raphaël Fournier-S'Niehotta (CNAM, CEDRIC - VERTIGO), Nicolas Audebert (CNAM, CEDRIC - VERTIGO)

Journal-ref: GEM: Graph Embedding and Mining - ECML/PKDD Workshops, Sep 2021, Bilbao, Spain

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

[1037] arXiv:2108.11636 [pdf, other]

Title: SketchLattice: Latticed Representation for Sketch Manipulation

Yonggang Qi, Guoyao Su, Pinaki Nath Chowdhury, Mingkang Li, Yi-Zhe Song

Comments: accepted to ICCV 2021

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

[1038] arXiv:2108.11667 [pdf, other]

Title: StackMix and Blot Augmentations for Handwritten Text Recognition

Alex Shonenkov, Denis Karachev, Maxim Novopoltsev, Mark Potanin, Denis Dimitrov

Comments: 17 pages, 9 figures

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

[1039] arXiv:2108.11682 [pdf, other]

Title: A Robust Loss for Point Cloud Registration

Zhi Deng, Yuxin Yao, Bailin Deng, Juyong Zhang

Comments: Accepted to ICCV 2021

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

[1040] arXiv:2108.11693 [pdf, other]

Title: Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum Learning

Sora Iwamoto, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda

Comments: MICCAI UNSURE2021 Workshop

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

[1041] arXiv:2108.11694 [pdf, other]

Title: PoissonSeg: Semi-Supervised Few-Shot Medical Image Segmentation via Poisson Learning

Xiaoang Shen, Guokai Zhang, Huilin Lai, Jihao Luo, Jianwei Lu, Ye Luo

Comments: Accepted by 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2021)

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

[1042] arXiv:2108.11717 [pdf, other]

Title: Glimpse-Attend-and-Explore: Self-Attention for Active Visual Exploration

Soroush Seifi, Abhishek Jha, Tinne Tuytelaars

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

[1043] arXiv:2108.11726 [pdf, other]

Title: Learning to Diversify for Single Domain Generalization

Zijian Wang, Yadan Luo, Ruihong Qiu, Zi Huang, Mahsa Baktashmotlagh

Comments: ICCV 2021

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

[1044] arXiv:2108.11727 [pdf, other]

Title: An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset

Zhiwei Ma, Haojie Li, Zhihui Wang, Dan Yu, Tianyi Wang, Yingshuang Gu, Xin Fan, Zhongxuan Luo

Comments: 8 pages, 7 figures, accepted by ChinaMM2021

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

[1045] arXiv:2108.11743 [pdf, other]

Title: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition

Hangjie Yuan, Dong Ni, Mang Wang

Comments: Accepted to ICCV2021

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

[1046] arXiv:2108.11765 [pdf, other]

Title: Physical Adversarial Attacks on an Aerial Imagery Object Detector

Andrew Du, Bo Chen, Tat-Jun Chin, Yee Wei Law, Michele Sasdelli, Ramesh Rajasegaran, Dillon Campbell

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

[1047] arXiv:2108.11767 [pdf, other]

Title: A Comparison of Deep Saliency Map Generators on Multispectral Data in Object Detection

Jens Bayer, David Münch, Michael Arens

Comments: 12 pages, 11 figures

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

[1048] arXiv:2108.11770 [pdf, other]

Title: Cross-category Video Highlight Detection via Set-based Learning

Minghao Xu, Hang Wang, Bingbing Ni, Riheng Zhu, Zhenbang Sun, Changhu Wang

Comments: Accepted as poster presentation at International Conference on Computer Vision (ICCV), 2021

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

[1049] arXiv:2108.11771 [pdf, other]

Title: ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation

Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li

Comments: IEEE Robotics and Automation Letters (RA-L). Preprint Version. Accepted August, 2021

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

[1050] arXiv:2108.11773 [pdf, other]

Title: Multi-Modulation Network for Audio-Visual Event Localization

Hao Wang, Zheng-Jun Zha, Liang Li, Xuejin Chen, Jiebo Luo

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