Computer Vision and Pattern Recognition

Authors and titles for August 2021

[851] arXiv:2108.09301 [pdf, other]

Title: Discriminative Region-based Multi-Label Zero-Shot Learning

Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah

Comments: Accepted to ICCV 2021. Source code is available at this https URL

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

[852] arXiv:2108.09322 [pdf, other]

Title: MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition

Jiawei Chen, Chiu Man Ho

Comments: Winter Conference on Applications of Computer Vision (WACV) 2022

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

[853] arXiv:2108.09335 [pdf, other]

Title: LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning

Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, Umapada Pal, Sukalpa Chanda

Comments: 17 pages, 9 figures, 5 tables. Accepted at The IEEE/CVF International Conference on Computer Vision (ICCV) 2021

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

[854] arXiv:2108.09343 [pdf, other]

Title: Early-exit deep neural networks for distorted images: providing an efficient edge offloading

Roberto G. Pacheco, Fernanda D.V.R. Oliveira, Rodrigo S. Couto

Comments: to appear in Proc. IEEE Global Communications Conference (GLOBECOM) 2021

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

[855] arXiv:2108.09368 [pdf, other]

Title: Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image

Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

Comments: To appear at ICCV 2021(IEEE/CVF International Conference on Computer Vision)

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

[856] arXiv:2108.09376 [pdf, other]

Title: BlockCopy: High-Resolution Video Processing with Block-Sparse Feature Propagation and Online Policies

Thomas Verelst, Tinne Tuytelaars

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

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

[857] arXiv:2108.09378 [pdf, other]

Title: A Multiple-View Geometric Model for Specularity Prediction on General Curved Surfaces

Alexandre Morgand (1)Mohamed Tamaazousti (2), Adrien Bartoli (3) ((1) SLAMcore ltd, London, UK (2) Université Paris Saclay, CEA, LIST, Gif-sur-Yvette, France (3) IP-UMR 6602 - CNRS/UCA/CHU, Clermont-Ferrand, France)

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

[858] arXiv:2108.09383 [pdf, other]

Title: Detecting and Segmenting Adversarial Graphics Patterns from Images

Xiangyu Qu (1), Stanley H. Chan (1) ((1) Purdue University)

Comments: ICCV 2021 Workshop on Adversarial Robustness in the Real World

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

[859] arXiv:2108.09408 [pdf, other]

Title: Multi-scale Edge-based U-shape Network for Salient Object Detection

Han Sun, Yetong Bian, Ningzhong Liu, Huiyu Zhou

Comments: 14pages, 5 figures. accepted by PRICAI 2021, code: this https URL

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

[860] arXiv:2108.09432 [pdf, other]

Title: ARAPReg: An As-Rigid-As Possible Regularization Loss for Learning Deformable Shape Generators

Qixing Huang, Xiangru Huang, Bo Sun, Zaiwei Zhang, Junfeng Jiang, Chandrajit Bajaj

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

[861] arXiv:2108.09433 [pdf, other]

Title: BoundaryNet: An Attentive Deep Network with Fast Marching Distance Maps for Semi-automatic Layout Annotation

Abhishek Trivedi, Ravi Kiran Sarvadevabhatla

Comments: Accepted at ICDAR-21 for oral presentation - watch video this https URL. View webpage this http URL. Code and pretrained models this https URL

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

[862] arXiv:2108.09436 [pdf, other]

Title: Palmira: A Deep Deformable Network for Instance Segmentation of Dense and Uneven Layouts in Handwritten Manuscripts

Prema Satish Sharan, Sowmya Aitha, Amandeep Kumar, Abhishek Trivedi, Aaron Augustine, Ravi Kiran Sarvadevabhatla

Comments: Accepted at ICDAR-21. Watch teaser video this https URL , code and pretrained models this https URL , project page this https URL

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

[863] arXiv:2108.09440 [pdf, other]

Title: Unsupervised Local Discrimination for Medical Images

Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang

Comments: 18 pages, 12 figures

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

[864] arXiv:2108.09451 [pdf, other]

Title: Learn-Explain-Reinforce: Counterfactual Reasoning and Its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model

Kwanseok Oh, Jee Seok Yoon, Heung-Il Suk

Comments: 14 pages, 9 figures

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

[865] arXiv:2108.09460 [pdf, other]

Title: Ensemble of CNN classifiers using Sugeno Fuzzy Integral Technique for Cervical Cytology Image Classification

Rohit Kundu, Hritam Basak, Akhil Koilada, Soham Chattopadhyay, Sukanta Chakraborty, Nibaran Das

Comments: 16 pages

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

[866] arXiv:2108.09468 [pdf, other]

Title: End2End Occluded Face Recognition by Masking Corrupted Features

Haibo Qiu, Dihong Gong, Zhifeng Li, Wei Liu, Dacheng Tao

Comments: Accepted by TPAMI 2021. Code is available at this https URL

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

[867] arXiv:2108.09473 [pdf, other]

Title: Robust Ensembling Network for Unsupervised Domain Adaptation

Han Sun, Lei Lin, Ningzhong Liu, Huiyu Zhou

Comments: 14 pages, 4 figures. accepted by PRICA-2021. code: this https URL

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

[868] arXiv:2108.09476 [pdf, other]

Title: 3D Reconstruction from public webcams

Tianyu Wu, Konrad Schindler, Cenek Albl

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

[869] arXiv:2108.09481 [pdf, other]

Title: DSP-SLAM: Object Oriented SLAM with Deep Shape Priors

Jingwen Wang, Martin Rünz, Lourdes Agapito

Comments: To be published at 3DV 2021

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

[870] arXiv:2108.09518 [pdf, other]

Title: MOTSynth: How Can Synthetic Data Help Pedestrian Detection and Tracking?

Matteo Fabbri, Guillem Braso, Gianluca Maugeri, Orcun Cetintas, Riccardo Gasparini, Aljosa Osep, Simone Calderara, Laura Leal-Taixe, Rita Cucchiara

Comments: ICCV 2021 camera-ready version

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

[871] arXiv:2108.09522 [pdf, other]

Title: A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation

Yiming Zhao, Xiao Zhang, Xinming Huang

Comments: 1. A hybrid SOTA solution. 2. Accept by ICCV2021 Workshop on Traditional Computer Vision in the Age of Deep Learning. 3. Code: this https URL

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

[872] arXiv:2108.09527 [pdf, other]

Title: Construction material classification on imbalanced datasets using Vision Transformer (ViT) architecture

Maryam Soleymani, Mahdi Bonyani, Hadi Mahami, Farnad Nasirzadeh

Comments: 18 pages, 11 figures, 7 tables

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

[873] arXiv:2108.09558 [pdf, other]

Title: A Synthesis-Based Approach for Thermal-to-Visible Face Verification

Neehar Peri, Joshua Gleason, Carlos D. Castillo, Thirimachos Bourlai, Vishal M. Patel, Rama Chellappa

Comments: This work has been accepted to the IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2021

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

[874] arXiv:2108.09593 [pdf, other]

Title: SSR: Semi-supervised Soft Rasterizer for single-view 2D to 3D Reconstruction

Issam Laradji, Pau Rodríguez, David Vazquez, Derek Nowrouzezahrai

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

[875] arXiv:2108.09603 [pdf, other]

Title: Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition

Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi

Comments: Accepted in Neural Computing and Applications. Source code is available at this https URL

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

[876] arXiv:2108.09635 [pdf, other]

Title: StarVQA: Space-Time Attention for Video Quality Assessment

Fengchuang Xing, Yuan-Gen Wang, Hanpin Wang, Leida Li, Guopu Zhu

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

[877] arXiv:2108.09640 [pdf, other]

Title: DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets

Junru Gu, Chen Sun, Hang Zhao

Comments: Accepted to ICCV 2021

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

[878] arXiv:2108.09650 [pdf, other]

Title: Domain Adaptation for Underwater Image Enhancement

Zhengyong Wang, Liquan Shen, Mei Yu, Kun Wang, Yufei Lin, Mai Xu

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

[879] arXiv:2108.09661 [pdf, other]

Title: From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network

Yuxin Wang, Hongtao Xie, Shancheng Fang, Jing Wang, Shenggao Zhu, Yongdong Zhang

Comments: Accept by ICCV2021

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

[880] arXiv:2108.09663 [pdf, other]

Title: SIDE: Center-based Stereo 3D Detector with Structure-aware Instance Depth Estimation

Xidong Peng, Xinge Zhu, Tai Wang, Yuexin Ma

Comments: accepted by WACV 2022

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

[881] arXiv:2108.09666 [pdf, other]

Title: Relational Embedding for Few-Shot Classification

Dahyun Kang, Heeseung Kwon, Juhong Min, Minsu Cho

Comments: Accepted at ICCV 2021

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

[882] arXiv:2108.09668 [pdf, other]

Title: Learning of Visual Relations: The Devil is in the Tails

Alakh Desai, Tz-Ying Wu, Subarna Tripathi, Nuno Vasconcelos

Comments: Accepted to ICCV 2021

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

[883] arXiv:2108.09671 [pdf, other]

Title: Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift

Jiefeng Peng, Jiqi Zhang, Changlin Li, Guangrun Wang, Xiaodan Liang, Liang Lin

Comments: Accepted to ICCV 2021

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

[884] arXiv:2108.09674 [pdf, other]

Title: Detection and Localization of Multiple Image Splicing Using MobileNet V1

Kalyani Kadam, Swati Ahirrao, Ketan Kotecha, Sayan Sahu

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

[885] arXiv:2108.09682 [pdf, other]

Title: Uncertainty-aware Clustering for Unsupervised Domain Adaptive Object Re-identification

Pengfei Wang, Changxing Ding, Wentao Tan, Mingming Gong, Kui Jia, Dacheng Tao

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

[886] arXiv:2108.09691 [pdf, other]

Title: Guiding Query Position and Performing Similar Attention for Transformer-Based Detection Heads

Xiaohu Jiang, Ze Chen, Zhicheng Wang, Erjin Zhou, ChunYuan

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

[887] arXiv:2108.09696 [pdf, other]

Title: Spatial Transformer Networks for Curriculum Learning

Fatemeh Azimi, Jean-Francois Jacques Nicolas Nies, Sebastian Palacio, Federico Raue, Jörn Hees, Andreas Dengel

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

[888] arXiv:2108.09702 [pdf, other]

Title: Self-Regulation for Semantic Segmentation

Zhang Dong, Zhang Hanwang, Tang Jinhui, Hua Xiansheng, Sun Qianru

Comments: ICCV 2021

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

[889] arXiv:2108.09713 [pdf, other]

Title: Robustness-via-Synthesis: Robust Training with Generative Adversarial Perturbations

Inci M. Baytas, Debayan Deb

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

[890] arXiv:2108.09717 [pdf, other]

Title: EKTVQA: Generalized use of External Knowledge to empower Scene Text in Text-VQA

Arka Ujjal Dey, Ernest Valveny, Gaurav Harit

Comments: Accepted at IEEE Access

Journal-ref: IEEE.ACCESS 10 (2022) 72092-72106

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

[891] arXiv:2108.09752 [pdf, other]

Title: Graph2Pix: A Graph-Based Image to Image Translation Framework

Dilara Gokay, Enis Simsar, Efehan Atici, Alper Ahmetoglu, Atif Emre Yuksel, Pinar Yanardag

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

[892] arXiv:2108.09760 [pdf, html, other]

Title: Image Inpainting via Conditional Texture and Structure Dual Generation

Xiefan Guo, Hongyu Yang, Di Huang

Comments: Accepted by ICCV 2021

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

[893] arXiv:2108.09768 [pdf, other]

Title: Relating CNNs with brain: Challenges and findings

Reem Abdel-Salam

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

[894] arXiv:2108.09770 [pdf, other]

Title: MobileStereoNet: Towards Lightweight Deep Networks for Stereo Matching

Faranak Shamsafar, Samuel Woerz, Rafia Rahim, Andreas Zell

Comments: Under review. Further figures and tables in the appendix. Code provided

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

[895] arXiv:2108.09891 [pdf, other]

Title: Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency

Xueping Wang, Shasha Li, Min Liu, Yaonan Wang, Amit K. Roy-Chowdhury

Comments: Accepted at IEEE ICCV 2021

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

[896] arXiv:2108.09894 [pdf, other]

Title: CANet: A Context-Aware Network for Shadow Removal

Zipei Chen, Chengjiang Long, Ling Zhang, Chunxia Xiao

Comments: This paper was accepted to the IEEE International Conference on Computer Vision (ICCV), Montreal, Canada, Oct 11-17, 2021

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

[897] arXiv:2108.09897 [pdf, other]

Title: A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation

Khoi Nguyen, Sinisa Todorovic

Comments: Accepted to ICCV 2021

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

[898] arXiv:2108.09898 [pdf, other]

Title: Face Photo-Sketch Recognition Using Bidirectional Collaborative Synthesis Network

Seho Bae, Nizam Ud Din, Hyunkyu Park, Juneho Yi

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

[899] arXiv:2108.09909 [pdf, other]

Title: The 2nd Anti-UAV Workshop & Challenge: Methods and Results

Jian Zhao, Gang Wang, Jianan Li, Lei Jin, Nana Fan, Min Wang, Xiaojuan Wang, Ting Yong, Yafeng Deng, Yandong Guo, Shiming Ge, Guodong Guo

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

[900] arXiv:2108.09911 [pdf, other]

Title: Black-Box Test-Time Shape REFINEment for Single View 3D Reconstruction

Brandon Leung, Chih-Hui Ho, Nuno Vasconcelos

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