توضیحاتی در مورد کتاب :
مجموعه 30 جلدی، شامل کتاب های LNCS 12346 تا 12375، مجموعه مقالات داوری شانزدهمین کنفرانس اروپایی بینایی کامپیوتر، ECCV 2020 را تشکیل می دهد که قرار بود در گلاسکو، انگلستان، در 23 تا 28 اوت برگزار شود. 2020. کنفرانس بهدلیل همهگیری COVID-19 به صورت مجازی برگزار شد.
1360 مقاله اصلاحشده ارائهشده در این مجموعه به دقت بررسی و از بین 5025 مقاله ارسالی انتخاب شدند. مقالات به موضوعاتی مانند بینایی کامپیوتر می پردازند. فراگیری ماشین؛ شبکه های عصبی عمیق؛ یادگیری تقویتی؛ تشخیص شی؛ طبقه بندی تصویر؛ پردازش تصویر؛ تشخیص اشیاء؛ تقسیم بندی معنایی؛ تخمین ژست انسانی؛ بازسازی سه بعدی؛ دید استریو؛ عکاسی محاسباتی; شبکه های عصبی؛ کدگذاری تصویر؛ بازسازی تصویر؛ تشخیص شی؛ تخمین حرکت.
فهرست مطالب :
Front Matter ....Pages i-xliii
DVI: Depth Guided Video Inpainting for Autonomous Driving (Miao Liao, Feixiang Lu, Dingfu Zhou, Sibo Zhang, Wei Li, Ruigang Yang)....Pages 1-17
Incorporating Reinforced Adversarial Learning in Autoregressive Image Generation (Kenan E. Ak, Ning Xu, Zhe Lin, Yilin Wang)....Pages 18-34
APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection (A. Braunegg, Amartya Chakraborty, Michael Krumdick, Nicole Lape, Sara Leary, Keith Manville et al.)....Pages 35-50
Visual Question Answering on Image Sets (Ankan Bansal, Yuting Zhang, Rama Chellappa)....Pages 51-67
Object as Hotspots: An Anchor-Free 3D Object Detection Approach via Firing of Hotspots (Qi Chen, Lin Sun, Zhixin Wang, Kui Jia, Alan Yuille)....Pages 68-84
Placepedia: Comprehensive Place Understanding with Multi-faceted Annotations (Huaiyi Huang, Yuqi Zhang, Qingqiu Huang, Zhengkui Guo, Ziwei Liu, Dahua Lin)....Pages 85-103
DELTAS: Depth Estimation by Learning Triangulation and Densification of Sparse Points (Ayan Sinha, Zak Murez, James Bartolozzi, Vijay Badrinarayanan, Andrew Rabinovich)....Pages 104-121
Dynamic Low-Light Imaging with Quanta Image Sensors (Yiheng Chi, Abhiram Gnanasambandam, Vladlen Koltun, Stanley H. Chan)....Pages 122-138
Disambiguating Monocular Depth Estimation with a Single Transient (Mark Nishimura, David B. Lindell, Christopher Metzler, Gordon Wetzstein)....Pages 139-155
DSDNet: Deep Structured Self-driving Network (Wenyuan Zeng, Shenlong Wang, Renjie Liao, Yun Chen, Bin Yang, Raquel Urtasun)....Pages 156-172
QuEST: Quantized Embedding Space for Transferring Knowledge (Himalaya Jain, Spyros Gidaris, Nikos Komodakis, Patrick Pérez, Matthieu Cord)....Pages 173-189
EGDCL: An Adaptive Curriculum Learning Framework for Unbiased Glaucoma Diagnosis (Rongchang Zhao, Xuanlin Chen, Zailiang Chen, Shuo Li)....Pages 190-205
Backpropagated Gradient Representations for Anomaly Detection (Gukyeong Kwon, Mohit Prabhushankar, Dogancan Temel, Ghassan AlRegib)....Pages 206-226
Dense RepPoints: Representing Visual Objects with Dense Point Sets (Ze Yang, Yinghao Xu, Han Xue, Zheng Zhang, Raquel Urtasun, Liwei Wang et al.)....Pages 227-244
On Dropping Clusters to Regularize Graph Convolutional Neural Networks (Xikun Zhang, Chang Xu, Dacheng Tao)....Pages 245-260
Adaptive Video Highlight Detection by Learning from User History (Mrigank Rochan, Mahesh Kumar Krishna Reddy, Linwei Ye, Yang Wang)....Pages 261-278
Improving 3D Object Detection Through Progressive Population Based Augmentation (Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam et al.)....Pages 279-294
DR-KFS: A Differentiable Visual Similarity Metric for 3D Shape Reconstruction (Jiongchao Jin, Akshay Gadi Patil, Zhang Xiong, Hao Zhang)....Pages 295-311
SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization (Xuefeng Hu, Zhihan Zhang, Zhenye Jiang, Syomantak Chaudhuri, Zhenheng Yang, Ram Nevatia)....Pages 312-328
Adversarial Learning for Zero-Shot Domain Adaptation (Jinghua Wang, Jianmin Jiang)....Pages 329-344
YOLO in the Dark - Domain Adaptation Method for Merging Multiple Models (Yukihiro Sasagawa, Hajime Nagahara)....Pages 345-359
Identity-Aware Multi-sentence Video Description (Jae Sung Park, Trevor Darrell, Anna Rohrbach)....Pages 360-378
VQA-LOL: Visual Question Answering Under the Lens of Logic (Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang)....Pages 379-396
Piggyback GAN: Efficient Lifelong Learning for Image Conditioned Generation (Mengyao Zhai, Lei Chen, Jiawei He, Megha Nawhal, Frederick Tung, Greg Mori)....Pages 397-413
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering (Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu)....Pages 414-430
Mining Inter-Video Proposal Relations for Video Object Detection (Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao)....Pages 431-446
TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval (Jie Lei, Licheng Yu, Tamara L. Berg, Mohit Bansal)....Pages 447-463
Minimum Class Confusion for Versatile Domain Adaptation (Ying Jin, Ximei Wang, Mingsheng Long, Jianmin Wang)....Pages 464-480
Large Batch Optimization for Object Detection: Training COCO in 12 minutes (Tong Wang, Yousong Zhu, Chaoyang Zhao, Wei Zeng, Yaowei Wang, Jinqiao Wang et al.)....Pages 481-496
Towards Practical and Efficient High-Resolution HDR Deghosting with CNN (K. Ram Prabhakar, Susmit Agrawal, Durgesh Kumar Singh, Balraj Ashwath, R. Venkatesh Babu)....Pages 497-513
Monocular Differentiable Rendering for Self-supervised 3D Object Detection (Deniz Beker, Hiroharu Kato, Mihai Adrian Morariu, Takahiro Ando, Toru Matsuoka, Wadim Kehl et al.)....Pages 514-529
Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation (Meng Tian, Marcelo H. Ang Jr., Gim Hee Lee)....Pages 530-546
Dynamic and Static Context-Aware LSTM for Multi-agent Motion Prediction (Chaofan Tao, Qinhong Jiang, Lixin Duan, Ping Luo)....Pages 547-563
Image-Based Table Recognition: Data, Model, and Evaluation (Xu Zhong, Elaheh ShafieiBavani, Antonio Jimeno Yepes)....Pages 564-580
Group Activity Prediction with Sequential Relational Anticipation Model (Junwen Chen, Wentao Bao, Yu Kong)....Pages 581-597
PiP: Planning-Informed Trajectory Prediction for Autonomous Driving (Haoran Song, Wenchao Ding, Yuxuan Chen, Shaojie Shen, Michael Yu Wang, Qifeng Chen)....Pages 598-614
PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer (Duo Li, Anbang Yao, Qifeng Chen)....Pages 615-632
Hierarchical Context Embedding for Region-Based Object Detection (Zhao-Min Chen, Xin Jin, Borui Zhao, Xiu-Shen Wei, Yanwen Guo)....Pages 633-648
Attention-Driven Dynamic Graph Convolutional Network for Multi-label Image Recognition (Jin Ye, Junjun He, Xiaojiang Peng, Wenhao Wu, Yu Qiao)....Pages 649-665
Gen-LaneNet: A Generalized and Scalable Approach for 3D Lane Detection (Yuliang Guo, Guang Chen, Peitao Zhao, Weide Zhang, Jinghao Miao, Jingao Wang et al.)....Pages 666-681
Sparse-to-Dense Depth Completion Revisited: Sampling Strategy and Graph Construction (Xin Xiong, Haipeng Xiong, Ke Xian, Chen Zhao, Zhiguo Cao, Xin Li)....Pages 682-699
MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation (Kaisiyuan Wang, Qianyi Wu, Linsen Song, Zhuoqian Yang, Wayne Wu, Chen Qian et al.)....Pages 700-717
Detecting Human-Object Interactions with Action Co-occurrence Priors (Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, In So Kweon)....Pages 718-736
Learning Connectivity of Neural Networks from a Topological Perspective (Kun Yuan, Quanquan Li, Jing Shao, Junjie Yan)....Pages 737-753
JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect Removal (Wei-Ting Chen, Hao-Yu Fang, Jian-Jiun Ding, Cheng-Che Tsai, Sy-Yen Kuo)....Pages 754-770
Ocean: Object-Aware Anchor-Free Tracking (Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu)....Pages 771-787
Back Matter ....Pages 789-791
توضیحاتی در مورد کتاب به زبان اصلی :
The 30-volume set, comprising the LNCS books 12346 until 12375, constitutes the refereed proceedings of the 16th European Conference on Computer Vision, ECCV 2020, which was planned to be held in Glasgow, UK, during August 23-28, 2020. The conference was held virtually due to the COVID-19 pandemic.
The 1360 revised papers presented in these proceedings were carefully reviewed and selected from a total of 5025 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.