Computer Vision and Pattern Recognition

Authors and titles for August 2021

[501] arXiv:2108.05793 [pdf, other]

Title: Progressive Coordinate Transforms for Monocular 3D Object Detection

Li Wang, Li Zhang, Yi Zhu, Zhi Zhang, Tong He, Mu Li, Xiangyang Xue

Comments: Code is available at: this https URL

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

[502] arXiv:2108.05821 [pdf, other]

Title: TF-Blender: Temporal Feature Blender for Video Object Detection

Yiming Cui, Liqi Yan, Zhiwen Cao, Dongfang Liu

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

[503] arXiv:2108.05836 [pdf, other]

Title: AdaFit: Rethinking Learning-based Normal Estimation on Point Clouds

Runsong Zhu, Yuan Liu, Zhen Dong, Tengping Jiang, Yuan Wang, Wenping Wang, Bisheng Yang

Comments: iccv2021 project page: this https URL

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

[504] arXiv:2108.05851 [pdf, other]

Title: Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations

Zike Yan, Yuxin Tian, Xuesong Shi, Ping Guo, Peng Wang, Hongbin Zha

Comments: ICCV 2021

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

[505] arXiv:2108.05862 [pdf, other]

Title: m-RevNet: Deep Reversible Neural Networks with Momentum

Duo Li, Shang-Hua Gao

Comments: idea overlapped with existing work

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

[506] arXiv:2108.05863 [pdf, other]

Title: Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision

Xiaoshi Wu, Hadar Averbuch-Elor, Jin Sun, Noah Snavely

Comments: Published in ICCV 2021; Project webpage: this https URL

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

[507] arXiv:2108.05866 [pdf, other]

Title: Improving Ranking Correlation of Supernet with Candidates Enhancement and Progressive Training

Ziwei Yang, Ruyi Zhang, Zhi Yang, Xubo Yang, Lei Wang, Zheyang Li

Comments: 5 pages, 2 figures. CVPR2021 NAS challenge

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

[508] arXiv:2108.05884 [pdf, other]

Title: Unconditional Scene Graph Generation

Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab, Federico Tombari

Comments: accepted for publication at ICCV 2021

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

[509] arXiv:2108.05887 [pdf, other]

Title: Billion-Scale Pretraining with Vision Transformers for Multi-Task Visual Representations

Josh Beal, Hao-Yu Wu, Dong Huk Park, Andrew Zhai, Dmitry Kislyuk

Comments: Accepted by WACV 2022

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

[510] arXiv:2108.05888 [pdf, other]

Title: Multiview Detection with Shadow Transformer (and View-Coherent Data Augmentation)

Yunzhong Hou, Liang Zheng

Comments: ACM MM 2021

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

[511] arXiv:2108.05889 [pdf, other]

Title: Towards Interpretable Deep Metric Learning with Structural Matching

Wenliang Zhao, Yongming Rao, Ziyi Wang, Jiwen Lu, Jie Zhou

Comments: Accepted to ICCV 2021

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

[512] arXiv:2108.05892 [pdf, other]

Title: PixelSynth: Generating a 3D-Consistent Experience from a Single Image

Chris Rockwell, David F. Fouhey, Justin Johnson

Comments: In ICCV 2021

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

[513] arXiv:2108.05894 [pdf, other]

Title: MicroNet: Improving Image Recognition with Extremely Low FLOPs

Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Lu Yuan, Zicheng Liu, Lei Zhang, Nuno Vasconcelos

Comments: ICCV 2021, code is available at this https URL}{this https URL. arXiv admin note: substantial text overlap with arXiv:2011.12289

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

[514] arXiv:2108.05895 [pdf, other]

Title: Mobile-Former: Bridging MobileNet and Transformer

Yinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu

Comments: To Appear at CVPR 2022

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

[515] arXiv:2108.05930 [pdf, other]

Title: A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis

Mohammad Reza Hosseinzadeh Taher, Fatemeh Haghighi, Ruibin Feng, Michael B. Gotway, Jianming Liang

Comments: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2021); Domain Adaptation and Representation Transfer (DART)

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

[516] arXiv:2108.05988 [pdf, other]

Title: TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation

Jinyu Yang, Jingjing Liu, Ning Xu, Junzhou Huang

Comments: Code: this https URL

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

[517] arXiv:2108.05997 [pdf, other]

Title: MUSIQ: Multi-scale Image Quality Transformer

Junjie Ke, Qifei Wang, Yilin Wang, Peyman Milanfar, Feng Yang

Comments: ICCV 2021

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

[518] arXiv:2108.06017 [pdf, other]

Title: AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning

Hong Wang, Yuefan Deng, Shinjae Yoo, Haibin Ling, Yuewei Lin

Comments: ICCV 2021 paper

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

[519] arXiv:2108.06024 [pdf, other]

Title: CODEs: Chamfer Out-of-Distribution Examples against Overconfidence Issue

Keke Tang, Dingruibo Miao, Weilong Peng, Jianpeng Wu, Yawen Shi, Zhaoquan Gu, Zhihong Tian, Wenping Wang

Comments: ICCV 2021

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

[520] arXiv:2108.06029 [pdf, other]

Title: Track without Appearance: Learn Box and Tracklet Embedding with Local and Global Motion Patterns for Vehicle Tracking

Gaoang Wang, Renshu Gu, Zuozhu Liu, Weijie Hu, Mingli Song, Jenq-Neng Hwang

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

[521] arXiv:2108.06070 [pdf, other]

Title: Progressive Representative Labeling for Deep Semi-Supervised Learning

Xiaopeng Yan, Riquan Chen, Litong Feng, Jingkang Yang, Huabin Zheng, Wayne Zhang

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

[522] arXiv:2108.06076 [pdf, other]

Title: PVT: Point-Voxel Transformer for Point Cloud Learning

Cheng Zhang, Haocheng Wan, Xinyi Shen, Zizhao Wu

Comments: 29 pages

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

[523] arXiv:2108.06087 [pdf, other]

Title: A Generative Adversarial Framework for Optimizing Image Matting and Harmonization Simultaneously

Xuqian Ren, Yifan Liu, Chunlei Song

Comments: Extension for accepted ICIP 2021

Journal-ref: ICIP 2021

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

[524] arXiv:2108.06090 [pdf, other]

Title: SVC-onGoing: Signature Verification Competition

Ruben Tolosana, Ruben Vera-Rodriguez, Carlos Gonzalez-Garcia, Julian Fierrez, Aythami Morales, Javier Ortega-Garcia, Juan Carlos Ruiz-Garcia, Sergio Romero-Tapiador, Santiago Rengifo, Miguel Caruana, Jiajia Jiang, Songxuan Lai, Lianwen Jin, Yecheng Zhu, Javier Galbally, Moises Diaz, Miguel Angel Ferrer, Marta Gomez-Barrero, Ilya Hodashinsky, Konstantin Sarin, Artem Slezkin, Marina Bardamova, Mikhail Svetlakov, Mohammad Saleem, Cintia Lia Szucs, Bence Kovari, Falk Pulsmeyer, Mohamad Wehbi, Dario Zanca, Sumaiya Ahmad, Sarthak Mishra, Suraiya Jabin

Comments: arXiv admin note: substantial text overlap with arXiv:2106.00739

Journal-ref: Pattern Recognition, 2022

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

[525] arXiv:2108.06103 [pdf, other]

Title: Bi-Temporal Semantic Reasoning for the Semantic Change Detection in HR Remote Sensing Images

Lei Ding, Haitao Guo, Sicong Liu, Lichao Mou, Jing Zhang, Lorenzo Bruzzone

Comments: Manuscript to IEEE TGRS

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

[526] arXiv:2108.06113 [pdf, other]

Title: UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation

D.Y. Rao, X.J. Wu, H. Li, J. Kittler, T.Y. Xu

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

[527] arXiv:2108.06119 [pdf, other]

Title: Effective semantic segmentation in Cataract Surgery: What matters most?

Theodoros Pissas, Claudio Ravasio, Lyndon Da Cruz, Christos Bergeles

Comments: MICCAI 2021

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

[528] arXiv:2108.06129 [pdf, other]

Title: Learning Transferable Parameters for Unsupervised Domain Adaptation

Zhongyi Han, Haoliang Sun, Yilong Yin

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

[529] arXiv:2108.06144 [pdf, other]

Title: Full-resolution quality assessment for pansharpening

Giuseppe Scarpa, Matteo Ciotola

Journal-ref: Remote Sensing, 14 (2022), 1808

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

[530] arXiv:2108.06152 [pdf, other]

Title: Conditional DETR for Fast Training Convergence

Depu Meng, Xiaokang Chen, Zejia Fan, Gang Zeng, Houqiang Li, Yuhui Yuan, Lei Sun, Jingdong Wang

Comments: Accepted by ICCV 2021. The first two authors share first authorship, and the order was determined by rolling dice

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

[531] arXiv:2108.06156 [pdf, other]

Title: EEEA-Net: An Early Exit Evolutionary Neural Architecture Search

Chakkrit Termritthikun, Yeshi Jamtsho, Jirarat Ieamsaard, Paisarn Muneesawang, Ivan Lee

Comments: Published at Engineering Applications of Artificial Intelligence; Code and pretrained models available at this https URL

Journal-ref: Engineering Applications of Artificial Intelligence. 2021 Sep 1;104:104397

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

[532] arXiv:2108.06159 [pdf, other]

Title: Robustness testing of AI systems: A case study for traffic sign recognition

Christian Berghoff, Pavol Bielik, Matthias Neu, Petar Tsankov, Arndt von Twickel

Comments: 12 pages, 7 figures. The final publication is available at Springer via this https URL

Journal-ref: In: Maglogiannis I., Macintyre J., Iliadis L. (eds) Artificial Intelligence Applications and Innovations. AIAI 2021. IFIP Advances in Information and Communication Technology, vol 627. Springer, Cham

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

[533] arXiv:2108.06165 [pdf, other]

Title: Caption Generation on Scenes with Seen and Unseen Object Categories

Berkan Demirel, Ramazan Gokberk Cinbis

Comments: Accepted for Publication at Image and Vision Computing (IMAVIS)

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

[534] arXiv:2108.06166 [pdf, other]

Title: IFR: Iterative Fusion Based Recognizer For Low Quality Scene Text Recognition

Zhiwei Jia, Shugong Xu, Shiyi Mu, Yue Tao, Shan Cao, Zhiyong Chen

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

[535] arXiv:2108.06179 [pdf, other]

Title: Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks

Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo

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

[536] arXiv:2108.06185 [pdf, other]

Title: CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale Feature Extraction

Quang Huy Bui, Jae Kyu Suhr

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

[537] arXiv:2108.06227 [pdf, other]

Title: SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

Chenyu You, Yuan Zhou, Ruihan Zhao, Lawrence Staib, James S. Duncan

Comments: IEEE Transactions on Medical Imaging (IEEE-TMI) 2022

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

[538] arXiv:2108.06230 [pdf, other]

Title: Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds

Björn Michele, Alexandre Boulch, Gilles Puy, Maxime Bucher, Renaud Marlet

Comments: For the published code, see this https URL

Journal-ref: Proceedings of the 2021 International Conference on 3D Vision (3DV 2021), pp. 992-1002

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

[539] arXiv:2108.06246 [pdf, other]

Title: An Interpretable Algorithm for Uveal Melanoma Subtyping from Whole Slide Cytology Images

Haomin Chen, T.Y. Alvin Liu, Catalina Gomez, Zelia Correa, Mathias Unberath

Comments: Accepted by ICML 2021 workshop of ILHM

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

[540] arXiv:2108.06274 [pdf, other]

Title: Towards artificially intelligent recycling Improving image processing for waste classification

Youpeng Yu, Ryan Grammenos

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

[541] arXiv:2108.06281 [pdf, other]

Title: Modal-Adaptive Gated Recoding Network for RGB-D Salient Object Detection

Jinchao Zhu, Xiaoyu Zhang, Xian Fang, Feng Dong, Qiu Yu

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

[542] arXiv:2108.06306 [pdf, other]

Title: 3D point cloud segmentation using GIS

Chao-Jung Liu, Vladimir Krylov, Rozenn Dahyot

Comments: 8 pages

Journal-ref: IMVIP 2018

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

[543] arXiv:2108.06317 [pdf, other]

Title: Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification

Shyam A. Tailor, René de Jong, Tiago Azevedo, Matthew Mattina, Partha Maji

Comments: 8 pages. Accepted to the Deep Learning for Geometric Computing Workshop at ICCV 2021

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

[544] arXiv:2108.06337 [pdf, other]

Title: Dual Path Learning for Domain Adaptation of Semantic Segmentation

Yiting Cheng, Fangyun Wei, Jianmin Bao, Dong Chen, Fang Wen, Wenqiang Zhang

Comments: Accepted by ICCV 2021

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

[545] arXiv:2108.06383 [pdf, other]

Title: DensePASS: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation with Attention-Augmented Context Exchange

Chaoxiang Ma, Jiaming Zhang, Kailun Yang, Alina Roitberg, Rainer Stiefelhagen

Comments: Accepted to IEEE ITSC 2021. Dataset and code will be made publicly available at this https URL

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

[546] arXiv:2108.06384 [pdf, other]

Title: Finding Representative Interpretations on Convolutional Neural Networks

Peter Cho-Ho Lam, Lingyang Chu, Maxim Torgonskiy, Jian Pei, Yong Zhang, Lanjun Wang

Comments: Accepted by ICCV 2021 (this http URL) | A python notebook of the proposed method can be found in this https URL

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

[547] arXiv:2108.06417 [pdf, other]

Title: Is Pseudo-Lidar needed for Monocular 3D Object detection?

Dennis Park, Rares Ambrus, Vitor Guizilini, Jie Li, Adrien Gaidon

Comments: In Proceedings of the ICCV 2021

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

[548] arXiv:2108.06421 [pdf, other]

Title: GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation

Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams, Oscar Pizarro, Blair Thornton

Comments: 30 pages, 9 figures

Journal-ref: Field Robotics 2 (2022) 1134-1155

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

[549] arXiv:2108.06428 [pdf, other]

Title: FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration

Yu Rong, Takaaki Shiratori, Hanbyul Joo

Comments: Accepted to ICCV 2021 Workshops on Assistive Computer Vision and Robotics. An updated version of arXiv:2008.08324. Code, models and demo videos are available at:this https URL

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

[550] arXiv:2108.06432 [pdf, other]

Title: Soccer line mark segmentation and classification with stochastic watershed transform

Daniel Berjón, Carlos Cuevas, Narciso García

Comments: 18 pages, 11 figures

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