Computer Vision and Pattern Recognition

Authors and titles for August 2021

[601] arXiv:2108.06850 [pdf, other]

Title: AdaCon: Adaptive Context-Aware Object Detection for Resource-Constrained Embedded Devices

Marina Neseem, Sherief Reda

Comments: 9 pages, 6 figures, 2021 IEEE/ACM International Conference on Computer-Aided Design (ICCAD 2021)

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

[602] arXiv:2108.06852 [pdf, other]

Title: A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction

Zhian Liu, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li

Comments: Accepted to 2021 International Conference on Computer Vision (oral)

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

[603] arXiv:2108.06859 [pdf, other]

Title: Probeable DARTS with Application to Computational Pathology

Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang

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

[604] arXiv:2108.06881 [pdf, other]

Title: Text-Aware Single Image Specular Highlight Removal

Shiyu Hou, Chaoqun Wang, Weize Quan, Jingen Jiang, Dong-Ming Yan

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

[605] arXiv:2108.06885 [pdf, other]

Title: Neural Architecture Dilation for Adversarial Robustness

Yanxi Li, Zhaohui Yang, Yunhe Wang, Chang Xu

Comments: 9 pages of main text, 5 pages of appendix, 4 figures, 9 tables

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

[606] arXiv:2108.06908 [pdf, other]

Title: Online Multi-Granularity Distillation for GAN Compression

Yuxi Ren, Jie Wu, Xuefeng Xiao, Jianchao Yang

Comments: Accepted by ICCV2021

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

[607] arXiv:2108.06915 [pdf, other]

Title: End-to-End Adaptive Monte Carlo Denoising and Super-Resolution

Xinyue Wei, Haozhi Huang, Yujin Shi, Hongliang Yuan, Li Shen, Jue Wang

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

[608] arXiv:2108.06925 [pdf, other]

Title: Interpolation-Aware Padding for 3D Sparse Convolutional Neural Networks

Yu-Qi Yang, Peng-Shuai Wang, Yang Liu

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

[609] arXiv:2108.06938 [pdf, other]

Title: Unsupervised Person Re-identification with Stochastic Training Strategy

Tianyang Liu, Yutian Lin, Bo Du

Journal-ref: IEEE Transactions on Image Processing, 2022

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

[610] arXiv:2108.06939 [pdf, other]

Title: TL-SDD: A Transfer Learning-Based Method for Surface Defect Detection with Few Samples

Jiahui Cheng, Bin Guo, Jiaqi Liu, Sicong Liu, Guangzhi Wu, Yueqi Sun, Zhiwen Yu

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

[611] arXiv:2108.06946 [pdf, other]

Title: Video Person Re-identification using Attribute-enhanced Features

Tianrui Chai, Zhiyuan Chen, Annan Li, Jiaxin Chen, Xinyu Mei, Yunhong Wang

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

[612] arXiv:2108.06949 [pdf, other]

Title: Data Augmentation for Scene Text Recognition

Rowel Atienza

Comments: Interactive Labeling and Data Augmentation for Vision ICCV 2021 Workshop

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

[613] arXiv:2108.06959 [pdf, other]

Title: WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges

Björn Barz, Joachim Denzler

Comments: NeurIPS 2021 Track on Datasets and Benchmarks

Journal-ref: Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2021

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

[614] arXiv:2108.06962 [pdf, other]

Title: Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Antoine Saporta, Tuan-Hung Vu, Matthieu Cord, Patrick Pérez

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

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

[615] arXiv:2108.06968 [pdf, other]

Title: 3D High-Fidelity Mask Face Presentation Attack Detection Challenge

Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo

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

[616] arXiv:2108.06983 [pdf, other]

Title: Distance-aware Quantization

Dohyung kim, Junghyup Lee, Bumsub Ham

Comments: ICCV2021

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

[617] arXiv:2108.07002 [pdf, other]

Title: Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery

Zhuo Zheng, Ailong Ma, Liangpei Zhang, Yanfei Zhong

Comments: ICCV 2021

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

[618] arXiv:2108.07007 [pdf, other]

Title: Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation

Haobin Tan, Chang Chen, Xinyu Luo, Jiaming Zhang, Constantin Seibold, Kailun Yang, Rainer Stiefelhagen

Comments: Code, dataset, and video demo will be made publicly available at this https URL

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

[619] arXiv:2108.07009 [pdf, other]

Title: Pixel Difference Networks for Efficient Edge Detection

Zhuo Su, Wenzhe Liu, Zitong Yu, Dewen Hu, Qing Liao, Qi Tian, Matti Pietikäinen, Li Liu

Comments: ICCV 2021

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

[620] arXiv:2108.07020 [pdf, other]

Title: Towards Real-World Prohibited Item Detection: A Large-Scale X-ray Benchmark

Boying Wang, Libo Zhang, Longyin Wen, Xianglong Liu, Yanjun Wu

Comments: Accepted by ICCV 2021

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

[621] arXiv:2108.07032 [pdf, other]

Title: Structure-Aware Feature Generation for Zero-Shot Learning

Lianbo Zhang, Shaoli Huang, Xinchao Wang, Wei Liu, Dacheng Tao

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

[622] arXiv:2108.07033 [pdf, other]

Title: Exploring Transferable and Robust Adversarial Perturbation Generation from the Perspective of Network Hierarchy

Ruikui Wang, Yuanfang Guo, Ruijie Yang, Yunhong Wang

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

[623] arXiv:2108.07044 [pdf, other]

Title: Towards unconstrained joint hand-object reconstruction from RGB videos

Yana Hasson, Gül Varol, Ivan Laptev, Cordelia Schmid

Comments: Project website: this https URL

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

[624] arXiv:2108.07049 [pdf, other]

Title: Towards Efficient and Data Agnostic Image Classification Training Pipeline for Embedded Systems

Kirill Prokofiev, Vladislav Sovrasov

Comments: Submitted to ICIAP 2022

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

[625] arXiv:2108.07058 [pdf, other]

Title: FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Shihua Huang, Zhichao Lu, Ran Cheng, Cheng He

Comments: ICCV2021

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

[626] arXiv:2108.07073 [pdf, other]

Title: ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration

Yuhao Cui, Zhou Yu, Chunqi Wang, Zhongzhou Zhao, Ji Zhang, Meng Wang, Jun Yu

Comments: Accepted at ACM Multimedia 2021. Code available at this https URL

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

[627] arXiv:2108.07084 [pdf, other]

Title: Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views

Xin Wei, Yifei Gong, Fudong Wang, Xing Sun, Jian Sun

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

[628] arXiv:2108.07094 [pdf, other]

Title: Deep Self-Adaptive Hashing for Image Retrieval

Qinghong Lin, Xiaojun Chen, Qin Zhang, Shangxuan Tian, Yudong Chen

Comments: 10 pages, 11 figures, 4 tables

Subjects: Computer Vision and Pattern Recognition (cs.CV); Information Retrieval (cs.IR)

[629] arXiv:2108.07130 [pdf, other]

Title: Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets

Niamh Belton, Aonghus Lawlor, Kathleen M. Curran

Journal-ref: Medical Imaging with Deep Learning (2021)

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

[630] arXiv:2108.07135 [pdf, other]

Title: Vehicle-counting with Automatic Region-of-Interest and Driving-Trajectory detection

Malolan Vasu, Nelson Abreu, Raysa Vásquez, Christian López

Comments: 5 pages with 3 figures and 1 table. Presented in ICML 2021 LatinXAI Workshop

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

[631] arXiv:2108.07142 [pdf, other]

Title: PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation

Qiqi Gu, Qianyu Zhou, Minghao Xu, Zhengyang Feng, Guangliang Cheng, Xuequan Lu, Jianping Shi, Lizhuang Ma

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

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

[632] arXiv:2108.07147 [pdf, other]

Title: On the Importance of Encrypting Deep Features

Xingyang Ni, Heikki Huttunen, Esa Rahtu

Comments: First Version

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

[633] arXiv:2108.07152 [pdf, other]

Title: MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction

Lingwei Dang, Yongwei Nie, Chengjiang Long, Qing Zhang, Guiqing Li

Comments: The latest camera ready version (this paper has been accepted by ICCV2021)

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

[634] arXiv:2108.07153 [pdf, other]

Title: Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism

Shulun Wang, Bin Liu, Feng Liu

Comments: 18 pages, 16 figures

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

[635] arXiv:2108.07181 [pdf, other]

Title: Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation

Ailing Zeng, Xiao Sun, Lei Yang, Nanxuan Zhao, Minhao Liu, Qiang Xu

Comments: ICCV 2021

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

[636] arXiv:2108.07183 [pdf, other]

Title: Improving Self-supervised Learning with Hardness-aware Dynamic Curriculum Learning: An Application to Digital Pathology

Chetan L Srinidhi, Anne L Martel

Comments: Accepted at ICCV 2021 CDpath workshop

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

[637] arXiv:2108.07189 [pdf, other]

Title: Masked Face Recognition Challenge: The WebFace260M Track Report

Zheng Zhu, Guan Huang, Jiankang Deng, Yun Ye, Junjie Huang, Xinze Chen, Jiagang Zhu, Tian Yang, Jia Guo, Jiwen Lu, Dalong Du, Jie Zhou

Comments: The WebFace260M Track of ICCV-21 MFR Challenge is still open in this https URL. arXiv admin note: text overlap with arXiv:2103.04098

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

[638] arXiv:2108.07199 [pdf, other]

Title: Real-time Human-Centric Segmentation for Complex Video Scenes

Ran Yu, Chenyu Tian, Weihao Xia, Xinyuan Zhao, Haoqian Wang, Yujiu Yang

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

[639] arXiv:2108.07229 [pdf, other]

Title: Patch Attack Invariance: How Sensitive are Patch Attacks to 3D Pose?

Max Lennon, Nathan Drenkow, Philippe Burlina

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

[640] arXiv:2108.07253 [pdf, other]

Title: Who's Waldo? Linking People Across Text and Images

Claire Yuqing Cui, Apoorv Khandelwal, Yoav Artzi, Noah Snavely, Hadar Averbuch-Elor

Comments: Published in ICCV 2021 (Oral). Project webpage: this https URL

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

[641] arXiv:2108.07260 [pdf, other]

Title: Reassessing the Limitations of CNN Methods for Camera Pose Regression

Tony Ng, Adrian Lopez-Rodriguez, Vassileios Balntas, Krystian Mikolajczyk

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

[642] arXiv:2108.07323 [pdf, other]

Title: Clustering augmented Self-Supervised Learning: Anapplication to Land Cover Mapping

Rahul Ghosh, Xiaowei Jia, Chenxi Lin, Zhenong Jin, Vipin Kumar

Comments: 9 Pages, 7 figures, presented at the DeepSpatial workshop at KDD'21

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

[643] arXiv:2108.07329 [pdf, other]

Title: TUM-VIE: The TUM Stereo Visual-Inertial Event Dataset

Simon Klenk, Jason Chui, Nikolaus Demmel, Daniel Cremers

Comments: Accepted to IROS 2021. First two authors contributed equally

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

[644] arXiv:2108.07353 [pdf, other]

Title: Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch

Leo Sampaio Ferraz Ribeiro, Tu Bui, John Collomosse, Moacir Ponti

Comments: Accepted to the 1st Workshop on Sketching for Human Expressivity (SHE), at ICCV 2021

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

[645] arXiv:2108.07375 [pdf, other]

Title: BN-NAS: Neural Architecture Search with Batch Normalization

Boyu Chen, Peixia Li, Baopu Li, Chen Lin, Chuming Li, Ming Sun, Junjie Yan, Wanli Ouyang

Comments: ICCV 2021

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

[646] arXiv:2108.07378 [pdf, other]

Title: PnP-3D: A Plug-and-Play for 3D Point Clouds

Shi Qiu, Saeed Anwar, Nick Barnes

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

[647] arXiv:2108.07379 [pdf, other]

Title: DRB-GAN: A Dynamic ResBlock Generative Adversarial Network for Artistic Style Transfer

Wenju Xu, Chengjiang Long, Ruisheng Wang, Guanghui Wang

Comments: Accepted to 2021 International Conference on Computer Vision (ICCV2021)

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

[648] arXiv:2108.07387 [pdf, other]

Title: Contextual Convolutional Neural Networks

Ionut Cosmin Duta, Mariana Iuliana Georgescu, Radu Tudor Ionescu

Comments: Accepted at ICCV Workshop on Neural Architectures (NeurArch 2021)

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

[649] arXiv:2108.07399 [pdf, other]

Title: Network Generalization Prediction for Safety Critical Tasks in Novel Operating Domains

Molly O'Brien, Mike Medoff, Julia Bukowski, Greg Hager

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

[650] arXiv:2108.07408 [pdf, other]

Title: Learning Dynamic Interpolation for Extremely Sparse Light Fields with Wide Baselines

Mantang Guo, Jing Jin, Hui Liu, Junhui Hou

Comments: Accepted by ICCV 2021

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