Image and Video Processing

Authors and titles for November 2019

[351] arXiv:1911.12682 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Patch Reordering: a Novel Way to Achieve Rotation and Translation Invariance in Convolutional Neural Networks Show Chinese title

Title: Patch重排序：卷积神经网络实现旋转和平移不变性的新方法

Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao

Comments: Accepted AAAI17

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

[352] arXiv:1911.12739 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow Show Chinese title

Title: 每帧都很重要：视频分割和光流的联合学习

Mingyu Ding, Zhe Wang, Bolei Zhou, Jianping Shi, Zhiwu Lu, Ping Luo

Comments: Published in AAAI 2020

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

[353] arXiv:1911.12796 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Show Chinese title

Title: 轻量校准器：用于无监督域适应的可分离组件

Shaokai Ye, Kailu Wu, Mu Zhou, Yunfei Yang, Sia huat Tan, Kaidi Xu, Jiebo Song, Chenglong Bao, Kaisheng Ma

Comments: Accepted by CVPR2020

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

[354] arXiv:1911.12801 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Motion Equivariance OF Event-based Camera Data with the Temporal Normalization Transform Show Chinese title

Title: 基于时间归一化变换的事件相机数据运动等变性

Ziyun Wang

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

[355] arXiv:1911.12861 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: SEAN: Image Synthesis with Semantic Region-Adaptive Normalization Show Chinese title

Title: SEAN：具有语义区域自适应归一化的图像合成

Peihao Zhu, Rameen Abdal, Yipeng Qin, Peter Wonka

Comments: Accepted as a CVPR 2020 oral paper. The interactive demo is available at https://youtu.be/0Vbj9xFgoUw

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

[356] arXiv:1911.12870 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Region segmentation via deep learning and convex optimization Show Chinese title

Title: 基于深度学习和凸优化的区域分割

Matthias Sonntag, Veniamin I. Morgenshtern

Comments: 15 pages, 6 figures

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

[357] arXiv:1911.12885 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Geometric Back-projection Network for Point Cloud Classification Show Chinese title

Title: 基于几何反投影网络的点云分类

Shi Qiu, Saeed Anwar, Nick Barnes

Comments: 14 pages, 8 figures

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

[358] arXiv:1911.12889 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Fruit Detection, Segmentation and 3D Visualisation of Environments in Apple Orchards Show Chinese title

Title: 水果检测、分割和苹果园环境的三维可视化

Hanwen Kang, Chao Chen

Comments: 17 pages, 7 figures

Journal-ref: Computers and Electronics in Agriculture 171 (2020) 105302

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

[359] arXiv:1911.12950 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Deep Object Co-segmentation via Spatial-Semantic Network Modulation Show Chinese title

Title: 通过空间语义网络调制的深度物体共分割

Kaihua Zhang, Jin Chen, Bo Liu, Qingshan Liu

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

[360] arXiv:1911.12990 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Semi-Relaxed Quantization with DropBits: Training Low-Bit Neural Networks via Bit-wise Regularization Show Chinese title

Title: 半松弛量化与DropBits：通过位级正则化训练低比特神经网络

Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang

Comments: New submission with another link

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

[361] arXiv:1911.12993 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Investigations on the inference optimization techniques and their impact on multiple hardware platforms for Semantic Segmentation Show Chinese title

Title: 对语义分割的推理优化技术及其在多个硬件平台上的影响的研究

Sethu Hareesh Kolluru

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

[362] arXiv:1911.13029 (cross-list from physics.comp-ph) [cn-pdf, pdf, other]

Title: Progressive-Growing of Generative Adversarial Networks for Metasurface Optimization Show Chinese title

Title: 生成对抗网络在超表面优化中的渐进增长

Fufang Wen, Jiaqi Jiang, Jonathan A. Fan

Subjects: Computational Physics (physics.comp-ph) ; Machine Learning (cs.LG) ; Image and Video Processing (eess.IV) ; Applied Physics (physics.app-ph)

[363] arXiv:1911.13060 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Orthogonal Wasserstein GANs Show Chinese title

Title: 正交Wasserstein GANs

Jan Müller, Reinhard Klein, Michael Weinmann

Comments: Correction of the formatting of the appendix

Subjects: Machine Learning (cs.LG) ; Image and Video Processing (eess.IV) ; Machine Learning (stat.ML)

[364] arXiv:1911.13073 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Attributional Robustness Training using Input-Gradient Spatial Alignment Show Chinese title

Title: 基于输入梯度空间对齐的属性鲁棒性训练

Mayank Singh, Nupur Kumari, Puneet Mangla, Abhishek Sinha, Vineeth N Balasubramanian, Balaji Krishnamurthy

Comments: ECCV 2020, Code at https://github.com/nupurkmr9/Attributional-Robustness

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

[365] arXiv:1911.13162 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Deep autofocus with cone-beam CT consistency constraint Show Chinese title

Title: 基于锥束CT一致性约束的深度自动对焦

Alexander Preuhs, Michael Manhart, Philipp Roser, Bernhard Stimpel, Christopher Syben, Marios Psychogios, Markus Kowarschik, Andreas Maier

Comments: Accepted at BVM 2020, review score under Top-6 of the conference

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

[366] arXiv:1911.13215 (cross-list from physics.med-ph) [cn-pdf, pdf, other]

Title: Optimization and Validation of Diffusion MRI-based Fiber Tracking with Neural Tracer Data as a Reference Show Chinese title

Title: 基于扩散MRI的纤维追踪优化与验证，以神经追踪数据为参考

Carlos Enrique Gutierrez, Henrik Skibbe, Ken Nakae, Hiromichi Tsukada, Jean Lienard, Akiya Watakabe, Junichi Hata, Marco Reisert, Alexander Woodward, Hideyuki Okano, Tetsuo Yamamori, Yoko Yamaguchi, Shin Ishii, Kenji Doya

Subjects: Medical Physics (physics.med-ph) ; Image and Video Processing (eess.IV) ; Quantitative Methods (q-bio.QM)

[367] arXiv:1911.13218 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: ModelHub.AI: Dissemination Platform for Deep Learning Models Show Chinese title

Title: ModelHub.AI：深度学习模型的传播平台

Ahmed Hosny, Michael Schwier, Christoph Berger, Evin P Örnek, Mehmet Turan, Phi V Tran, Leon Weninger, Fabian Isensee, Klaus H Maier-Hein, Richard McKinley, Michael T Lu, Udo Hoffmann, Bjoern Menze, Spyridon Bakas, Andriy Fedorov, Hugo JWL Aerts

Subjects: Machine Learning (cs.LG) ; Image and Video Processing (eess.IV)

[368] arXiv:1911.13271 (cross-list from cs.CV) [cn-pdf, pdf, other]

Title: Unpaired Image Translation via Adaptive Convolution-based Normalization Show Chinese title

Title: 无配对图像翻译通过自适应卷积规范化

Wonwoong Cho, Kangyeol Kim, Eungyeup Kim, Hyunwoo J. Kim, Jaegul Choo

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

[369] arXiv:1911.13279 (cross-list from cs.MM) [cn-pdf, pdf, other]

Title: A Graph-based Ranking Approach to Extract Key-frames for Static Video Summarization Show Chinese title

Title: 基于图的排名方法用于静态视频摘要的关键帧提取

Saikat Chakraborty

Comments: 15 pages, 11 figures

Subjects: Multimedia (cs.MM) ; Information Retrieval (cs.IR) ; Image and Video Processing (eess.IV)

[370] arXiv:1911.13295 (cross-list from physics.ins-det) [cn-pdf, pdf, other]

Title: Flat-field and colour correction for the Raspberry Pi camera module Show Chinese title

Title: 平面场和颜色校正用于树莓派摄像头模块

Richard Bowman, Boyko Vodenicharski, Joel Collins, Julian Stirling

Subjects: Instrumentation and Detectors (physics.ins-det) ; Image and Video Processing (eess.IV)