Computer Vision and Pattern Recognition

Authors and titles for August 2021

[1151] arXiv:2108.13459 [pdf, other]

Title: LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies

Dominic Roberts, Ara Danielyan, Hang Chu, Mani Golparvar-Fard, David Forsyth

Comments: accepted by ICCV 2021

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

[1152] arXiv:2108.13465 [pdf, other]

Title: Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision

Bo Li, Xinyang Jiang, Donglin Bai, Yuge Zhang, Ningxin Zheng, Xuanyi Dong, Lu Liu, Yuqing Yang, Dongsheng Li

Comments: ArXiv Preprint

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

[1153] arXiv:2108.13499 [pdf, other]

Title: Scene Synthesis via Uncertainty-Driven Attribute Synchronization

Haitao Yang, Zaiwei Zhang, Siming Yan, Haibin Huang, Chongyang Ma, Yi Zheng, Chandrajit Bajaj, Qixing Huang

Comments: Published at ICCV2021

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

[1154] arXiv:2108.13576 [pdf, other]

Title: Dead Pixel Test Using Effective Receptive Field

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim

Comments: 9 pages, 5 figures

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

[1155] arXiv:2108.13584 [pdf, other]

Title: From Less to More: Spectral Splitting and Aggregation Network for Hyperspectral Face Super-Resolution

Junjun Jiang, Chenyang Wang, Xianming Liu, Kui Jiang, Jiayi Ma

Comments: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

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

[1156] arXiv:2108.13588 [pdf, other]

Title: SMAC-Seg: LiDAR Panoptic Segmentation via Sparse Multi-directional Attention Clustering

Enxu Li, Ryan Razani, Yixuan Xu, Liu Bingbing

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

[1157] arXiv:2108.13591 [pdf, other]

Title: AIP: Adversarial Iterative Pruning Based on Knowledge Transfer for Convolutional Neural Networks

Jingfei Chang, Yang Lu, Ping Xue, Yiqun Xu, Zhen Wei

Comments: 15 pages, 7 figures

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

[1158] arXiv:2108.13597 [pdf, other]

Title: Self-balanced Learning For Domain Generalization

Jin Kim, Jiyoung Lee, Jungin Park, Dongbo Min, Kwanghoon Sohn

Comments: Accepted at International Conference on Image Processing (ICIP) 2021

Journal-ref: ICIP, 2021, pp. 779-783

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

[1159] arXiv:2108.13610 [pdf, other]

Title: Iterative Filter Adaptive Network for Single Image Defocus Deblurring

Junyong Lee, Hyeongseok Son, Jaesung Rim, Sunghyun Cho, Seungyong Lee

Comments: CVPR 2021

Journal-ref: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 2034-2042

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

[1160] arXiv:2108.13630 [pdf, other]

Title: SimulLR: Simultaneous Lip Reading Transducer with Attention-Guided Adaptive Memory

Zhijie Lin, Zhou Zhao, Haoyuan Li, Jinglin Liu, Meng Zhang, Xingshan Zeng, Xiaofei He

Comments: ACMMM 2021

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

[1161] arXiv:2108.13640 [pdf, other]

Title: Module-Power Prediction from PL Measurements using Deep Learning

Mathis Hoffmann, Johannes Hepp, Bernd Doll, Claudia Buerhop-Lutz, Ian Marius Peters, Christoph Brabec, Andreas Maier, Vincent Christlein

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

[1162] arXiv:2108.13665 [pdf, other]

Title: Is First Person Vision Challenging for Object Tracking?

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni

Comments: IEEE/CVF International Conference on Computer Vision (ICCV) 2021, Visual Object Tracking Challenge VOT2021 workshop. arXiv admin note: text overlap with arXiv:2011.12263

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

[1163] arXiv:2108.13673 [pdf, other]

Title: Semi-supervised Image Classification with Grad-CAM Consistency

Juyong Lee, Seunghyuk Cho

Comments: 4 pages, 3 figures

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

[1164] arXiv:2108.13697 [pdf, other]

Title: Attention-based Multi-Reference Learning for Image Super-Resolution

Marco Pesavento, Marco Volino, Adrian Hilton

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

[1165] arXiv:2108.13699 [pdf, other]

Title: End-to-End Monocular Vanishing Point Detection Exploiting Lane Annotations

Hiroto Honda, Motoki Kimura, Takumi Karasawa, Yusuke Uchida

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

[1166] arXiv:2108.13702 [pdf, other]

Title: SemIE: Semantically-aware Image Extrapolation

Bholeshwar Khurana, Soumya Ranjan Dash, Abhishek Bhatia, Aniruddha Mahapatra, Hrituraj Singh, Kuldeep Kulkarni

Comments: To appear in International Conference on Computer Vision (ICCV) 2021. Project URL: this https URL

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

[1167] arXiv:2108.13728 [pdf, other]

Title: Pruning with Compensation: Efficient Channel Pruning for Deep Convolutional Neural Networks

Zhouyang Xie, Yan Fu, Shengzhao Tian, Junlin Zhou, Duanbing Chen

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

[1168] arXiv:2108.13732 [pdf, other]

Title: Deep Learning on Edge TPUs

Yipeng Sun, Andreas M Kist

Comments: 10 pages, 4 figures, 3 tables

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

[1169] arXiv:2108.13739 [pdf, other]

Title: Super-Resolution Appearance Transfer for 4D Human Performances

Marco Pesavento, Marco Volino, Adrian Hilton

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

[1170] arXiv:2108.13757 [pdf, other]

Title: Automatic labelling of urban point clouds using data fusion

Daan Bloembergen, Chris Eijgenstein

Comments: 5 pages, 5 figures; minor changes and improved results w.r.t. v1. Presented at the 10th Intl. Workshop on Urban Computing at ACM SIGSPATIAL 2021. Code for this paper is available at this https URL

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

[1171] arXiv:2108.13775 [pdf, other]

Title: Discriminative Semantic Feature Pyramid Network with Guided Anchoring for Logo Detection

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

Comments: We are very sorry that the result of the whole experiment is wrong because of the wrong derivation of Equation 3, and we would like to withdraw the manuscript to stop the propagation of the mistake

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

[1172] arXiv:2108.13826 [pdf, other]

Title: Self-Calibrating Neural Radiance Fields

Yoonwoo Jeong, Seokjun Ahn, Christopher Choy, Animashree Anandkumar, Minsu Cho, Jaesik Park

Comments: Accepted in ICCV21, Project Page: this https URL

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

[1173] arXiv:2108.13828 [pdf, other]

Title: PACE: Posthoc Architecture-Agnostic Concept Extractor for Explaining CNNs

Vidhya Kamakshi, Uday Gupta, Narayanan C Krishnan

Comments: Accepted at International Joint Conference on Neural Networks (IJCNN 2021)

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

[1174] arXiv:2108.13865 [pdf, other]

Title: InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images

Anoop Cherian, Goncalo Dias Pais, Siddarth Jain, Tim K. Marks, Alan Sullivan

Comments: Accepted at ICCV 2021. Code & data @ this https URL

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

[1175] arXiv:2108.13876 [pdf, other]

Title: One-shot domain adaptation for semantic face editing of real world images using StyleALAE

Ravi Kiran Reddy, Kumar Shubham, Gopalakrishnan Venkatesh, Sriram Gandikota, Sarthak Khoche, Dinesh Babu Jayagopi, Gopalakrishnan Srinivasaraghavan

Comments: 12 pages, 3 figures

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

[1176] arXiv:2108.13912 [pdf, other]

Title: Automatic digital twin data model generation of building energy systems from piping and instrumentation diagrams

Florian Stinner, Martin Wiecek, Marc Baranski, Alexander Kümpel, Dirk Müller

Journal-ref: Proceedings of ECOS 2021 - The 34rth International Conference On Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems, June 27-July 2, 2021, At: Taormina, Italy

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

[1177] arXiv:2108.13939 [pdf, other]

Title: ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets

Vitaliy Kinakh, Olga Taran, Svyatoslav Voloshynovskiy

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

[1178] arXiv:2108.13958 [pdf, other]

Title: A Novel Dataset for Keypoint Detection of quadruped Animals from Images

Prianka Banik, Lin Li, Xishuang Dong

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

[1179] arXiv:2108.13962 [pdf, other]

Title: DepthTrack : Unveiling the Power of RGBD Tracking

Song Yan, Jinyu Yang, Jani Käpylä, Feng Zheng, Aleš Leonardis, Joni-Kristian Kämäräinen

Comments: Accepted to ICCV2021

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

[1180] arXiv:2108.13969 [pdf, html, other]

Title: Semi-Supervised Crowd Counting from Unlabeled Data

Haoran Duan, Fan Wan, Rui Sun, Zeyu Wang, Varun Ojha, Yu Guan, Hubert P. H. Shum, Bingzhang Hu, Yang Long

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

[1181] arXiv:2108.13983 [pdf, other]

Title: Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge

Jingtang Liang, Cheng Wang, Yujie Cheng, Zheng Wang, Fang Wang, Liyu Huang, Zhibin Yu, Yubo Wang

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

[1182] arXiv:2108.13995 [pdf, other]

Title: RealisticHands: A Hybrid Model for 3D Hand Reconstruction

Michael Seeber, Roi Poranne, Marc Polleyfeys, Martin R. Oswald

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

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

[1183] arXiv:2108.00061 (cross-list from cs.CL) [pdf, other]

Title: MTVR: Multilingual Moment Retrieval in Videos

Jie Lei, Tamara L. Berg, Mohit Bansal

Comments: ACL 2021 (9 pages, 4 figures)

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

[1184] arXiv:2108.00094 (cross-list from eess.IV) [pdf, other]

Title: Thermal Image Super-Resolution Using Second-Order Channel Attention with Varying Receptive Fields

Nolan B. Gutierrez, William J. Beksi

Comments: To be published in the 2021 13th International Conference on Computer Vision Systems (ICVS)

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

[1185] arXiv:2108.00192 (cross-list from cs.LG) [pdf, other]

Title: Learning with Noisy Labels via Sparse Regularization

Xiong Zhou, Xianming Liu, Chenyang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji

Comments: ICCV 2021

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

[1186] arXiv:2108.00201 (cross-list from eess.IV) [pdf, other]

Title: Subjective Image Quality Assessment with Boosted Triplet Comparisons

Hui Men, Hanhe Lin, Mohsen Jenadeleh, Dietmar Saupe

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

[1187] arXiv:2108.00238 (cross-list from cs.AI) [pdf, other]

Title: Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction

Fang Zheng, Le Wang, Sanping Zhou, Wei Tang, Zhenxing Niu, Nanning Zheng, Gang Hua

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

[1188] arXiv:2108.00302 (cross-list from cs.LG) [pdf, other]

Title: Conditional Bures Metric for Domain Adaptation

You-Wei Luo, Chuan-Xian Ren

Comments: CVPR 2021

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

[1189] arXiv:2108.00352 (cross-list from cs.CR) [pdf, other]

Title: BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning

Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong

Comments: To appear in IEEE Symposium on Security and Privacy, 2022

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

[1190] arXiv:2108.00402 (cross-list from eess.IV) [pdf, other]

Title: Style Curriculum Learning for Robust Medical Image Segmentation

Zhendong Liu, Van Manh, Xin Yang, Xiaoqiong Huang, Karim Lekadir, Víctor Campello, Nishant Ravikumar, Alejandro F Frangi, Dong Ni

Comments: Accepted by MICCAI-2021

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

[1191] arXiv:2108.00421 (cross-list from cs.LG) [pdf, other]

Title: Automated Pest Detection with DNN on the Edge for Precision Agriculture

Andrea Albanese, Matteo Nardello, Davide Brunelli

Comments: 10 pages, 12 figures, 3 tables

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

[1192] arXiv:2108.00639 (cross-list from eess.IV) [pdf, other]

Title: Bespoke Fractal Sampling Patterns for Discrete Fourier Space via the Kaleidoscope Transform

Jacob M. White, Stuart Crozier, Shekhar S. Chandra

Comments: 6 pages, 7 figures

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

[1193] arXiv:2108.00713 (cross-list from eess.IV) [pdf, other]

Title: Cohort Bias Adaptation in Aggregated Datasets for Lesion Segmentation

Brennan Nichyporuk, Jillian Cardinell, Justin Szeto, Raghav Mehta, Sotirios Tsaftaris, Douglas L. Arnold, Tal Arbel

Comments: Accepted at DART 2021

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

[1194] arXiv:2108.00831 (cross-list from eess.IV) [pdf, other]

Title: Projective Skip-Connections for Segmentation Along a Subset of Dimensions in Retinal OCT

Dmitrii Lachinov, Philipp Seeboeck, Julia Mai, Ursula Schmidt-Erfurth, Hrvoje Bogunovic

Comments: Submitted to MICCAI 2021

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

[1195] arXiv:2108.00911 (cross-list from eess.IV) [pdf, other]

Title: Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting

Yue Zhang, Chengtao Peng, Liying Peng, Huimin Huang, Ruofeng Tong, Lanfen Lin, Jingsong Li, Yen-Wei Chen, Qingqing Chen, Hongjie Hu, Zhiyi Peng

Comments: To appear in MICCAI 2021

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

[1196] arXiv:2108.01033 (cross-list from cs.DC) [pdf, other]

Title: Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis

Iacopo Colonnelli, Barbara Cantalupo, Concetto Spampinato, Matteo Pennisi, Marco Aldinucci

Journal-ref: In F. Iannone editor, ENEA CRESCO in the fight against COVID-19, pages 66-73. ISBN: 978-88-8286-415-6. June 2021

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Computer Vision and Pattern Recognition (cs.CV); Image and Video Processing (eess.IV)

[1197] arXiv:2108.01043 (cross-list from cs.SD) [pdf, other]

Title: Musical Speech: A Transformer-based Composition Tool

Jason d'Eon, Sri Harsha Dumpala, Chandramouli Shama Sastry, Dani Oore, Sageev Oore

Comments: NeurIPS 2020 Demonstration Track; extended for PMLR

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

[1198] arXiv:2108.01069 (cross-list from cs.RO) [pdf, other]

Title: Self-Supervised Disentangled Representation Learning for Third-Person Imitation Learning

Jinghuan Shang, Michael S. Ryoo

Comments: Preprint. 8 pages. Accepted at IROS 2021

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

[1199] arXiv:2108.01077 (cross-list from cs.CR) [pdf, other]

Title: Generating Master Faces for Dictionary Attacks with a Network-Assisted Latent Space Evolution

Ron Shmelkin, Tomer Friedlander, Lior Wolf

Comments: accepted to IEEE International Conference on Automatic Face & Gesture Recognition 2021

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

[1200] arXiv:2108.01246 (cross-list from cs.RO) [pdf, other]

Title: AcousticFusion: Fusing Sound Source Localization to Visual SLAM in Dynamic Environments

Tianwei Zhang, Huayan Zhang, Xiaofei Li, Junfeng Chen, Tin Lun Lam, Sethu Vijayakumar

Comments: Accepted by IROS-2021

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