CV 2017-02-21

[1] arXiv:1702.06085 [pdf, ps, other]
Synthesis versus analysis in patch-based image priors
基于块图像先验的合成与分析
Mario A. T. Figueiredo
Comments: To appear in ICASSP 2017
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[2] arXiv:1702.05993 [pdf, ps, other]
An Extended Framework for Marginalized Domain Adaptation
边缘化域适应的扩展框架
Gabriela Csurka, Boris Chidlovski, Stephane Clinchant, Sophia Michel
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG)

[3] arXiv:1702.05970 [pdf, other]
Automatic Liver and Tumor Segmentation of CT and MRI Volumes using Cascaded Fully Convolutional Neural Networks
基于级联全卷积神经网络的CT和MRI体积自动肝脏肿瘤分割
Patrick Ferdinand Christ, Florian Ettlinger, Felix Grün, Mohamed Ezzeldin A. Elshaera, Jana Lipkova, Sebastian Schlecht, Freba Ahmaddy, Sunil Tatavarty, Marc Bickel, Patrick Bilic, Markus Rempfler, Felix Hofmann, Melvin D Anastasi, Seyed-Ahmad Ahmadi, Georgios Kaissis, Julian Holch, Wieland Sommer, Rickmer Braren, Volker Heinemann, Bjoern Menze
Comments: Under Review
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI)

[4] arXiv:1702.05958 [pdf, other]
Reflection Separation Using Guided Annotation
使用引导注释的反射分离
Ofer Springer, Yair Weiss
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[5] arXiv:1702.05941 [pdf, other]
SurvivalNet: Predicting patient survival from diffusion weighted magnetic resonance images using cascaded fully convolutional and 3D convolutional neural networks
SurvivalNet：预测患者的生存率从弥散加权磁共振图像使用级联完全卷积和3D卷积神经网络
Patrick Ferdinand Christ, Florian Ettlinger, Georgios Kaissis, Sebastian Schlecht, Freba Ahmaddy, Felix Grün, Alexander Valentinitsch, Seyed-Ahmad Ahmadi, Rickmer Braren, Bjoern Menze
Comments: Accepted at IEEE ISBI 2017
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[6] arXiv:1702.05931 [pdf, other]
The importance of stain normalization in colorectal tissue classification with convolutional networks
染色标准化在结肠直肠组织分类中的重要性
Francesco Ciompi, Oscar Geessink, Babak Ehteshami Bejnordi, Gabriel Silva de Souza, Alexi Baidoshvili, Geert Litjens, Bram van Ginneken, Iris Nagtegaal, Jeroen van der Laak
Comments: Accepted for oral presentation at the IEEE Internatioal Symposium on Biomedical Imaging (ISBI) 2017
Subjects: Computer Vision and Pattern Recognition (cs.CV); Learning (cs.LG)

[7] arXiv:1702.05911 [pdf, other]
Efficient Large-scale Approximate Nearest Neighbor Search on the GPU
GPU上的高效大规模近似最近邻搜索
Patrick Wieschollek, Oliver Wang, Alexander Sorkine-Hornung, Hendrik P.A. Lensch
Journal-ref: The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2027 - 2035 (2016)
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[8] arXiv:1702.05891 [pdf, other]
Learning Spatial Regularization with Image-level Supervisions for Multi-label Image Classification
图像水平的监督多标签图像分类学习空间的正则化
Feng Zhu, Hongsheng Li, Wanli Ouyang, Nenghai Yu, Xiaogang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[9] arXiv:1702.05839 [pdf, ps, other]
Progressively Diffused Networks for Semantic Image Segmentation
用于语义图像分割的渐进扩散网络
Ruimao Zhang, Wei Yang, Zhanglin Peng, Xiaogang Wang, Liang Lin
Comments: Sun Yat-sen University, The Chinese University of Hong Kong
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[10] arXiv:1702.05803 [pdf, other]
Deep learning-based assessment of tumor-associated stroma for diagnosing breast cancer in histopathology images
基于深度学习的肿瘤相关基质乳腺癌组织病理学的图像评价
Babak Ehteshami Bejnordi, Jimmy Linz, Ben Glass, Maeve Mullooly, Gretchen L Gierach, Mark E Sherman, Nico Karssemeijer, Jeroen van der Laak, Andrew H Beck
Comments: 5 pages, 2 figures, ISBI 2017 Submission
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[11] arXiv:1702.05747 [pdf, other]
A Survey on Deep Learning in Medical Image Analysis
医学图像分析中的深度学习研究综述
Geert Litjens, Thijs Kooi, Babak Ehteshami Bejnordi, Arnaud Arindra Adiyoso Setio, Francesco Ciompi, Mohsen Ghafoorian, Jeroen A.W.M. van der Laak, Bram van Ginneken, Clara I. Sánchez
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[12] arXiv:1702.05743 [pdf, other]
DR2-Net: Deep Residual Reconstruction Network for Image Compressive Sensing
DR2-Net：深度残余网络重构的图像压缩感知
Hantao Yao, Feng Dai, Dongming Zhang, Yike Ma, Shiliang Zhang, Yongdong Zhang
Comments: 11 pages,7 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[13] arXiv:1702.05729 [pdf, other]
Person Search with Natural Language Description
自然语言描述的人搜索
Shuang Li, Tong Xiao, Hongsheng Li, Bolei Zhou, Dayu Yue, Xiaogang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[14] arXiv:1702.05711 [pdf, other]
Zoom Out-and-In Network with Recursive Training for Object Proposal
对象推荐中的递归训练和网络缩放
Hongyang Li, Yu Liu, Wanli Ouyang, Xiaogang Wang
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[15] arXiv:1702.05693 [pdf, other]
CityPersons: A Diverse Dataset for Pedestrian Detection
CityPersons：不同的行人检测数据集
Shanshan Zhang, Rodrigo Benenson, Bernt Schiele
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[16] arXiv:1702.05664 [pdf, other]
Robust Shape Registration using Fuzzy Correspondences
采用模糊对应的鲁棒形状配准
Abhishek Kolagunda, Scott Sorensen, Philip Saponaro, Wayne Treible, Chandra Kambhamettu
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[17] arXiv:1702.05663 [pdf, other]
The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI
游戏模仿：深层监督卷积网络的快速视频游戏AI
Zhao Chen, Darvin Yi
Comments: 11 pages, 12 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[18] arXiv:1702.05658 [pdf, other]
MAT: A Multimodal Attentive Translator for Image Captioning
MAT：图像字幕的多峰注意翻译
Chang Liu, Fuchun Sun, Changhu Wang, Feng Wang, Alan Yuille
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[19] arXiv:1702.05650 [pdf, other]
Revisiting Graph Construction for Fast Image Segmentation
图重建的快速图像分割
Zizhao Zhang, Fuyong Xing, Xiaoshuang Shi, Lin Yang
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[20] arXiv:1702.05619 [pdf, other]
3D Face Reconstruction with Geometry Details from a Single Image
基于单幅图像几何细节的三维人脸重建
Luo Jiang, Juyong Zhang, Bailin Deng, Hao Li, Ligang Liu
Comments: 13 pages, 12 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[21] arXiv:1702.05596 [pdf, ps, other]
Brain Inspired Cognitive Model with Attention for Self-Driving Cars
自动驾驶汽车注意的脑启发认知模型
Shitao Chen, Songyi Zhang, Jinghao Shang, Badong Chen, Nanning Zheng
Comments: 13 pages, 10 figures
Subjects: Computer Vision and Pattern Recognition (cs.CV); Robotics (cs.RO)

[22] arXiv:1702.05573 [pdf, other]
Collaborative Deep Reinforcement Learning for Joint Object Search
面向协同对象搜索的协同深度强化学习
Xiangyu Kong, Bo Xin, Yizhou Wang, Gang Hua
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[23] arXiv:1702.05564 [pdf, other]
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment
对水产养殖环境的外来入侵物种的 Ciona17语义分割数据集
Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa
Comments: Submitted to the Conference on Computer and Robot Vision (CRV) 2017
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[24] arXiv:1702.05555 [pdf, ps, other]
Defect detection for patterned fabric images based on GHOG and low-rank decomposition
基于GHOG 和低秩分解的花纹织物图像的缺陷检测
Chunlei Li, Guangshuai Gao, Zhoufeng Liu, Di Huang, Sheng Liu, Miao Yu
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[25] arXiv:1702.05552 [pdf, other]
Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection
软+硬注意：人的轨迹预测和异常事件检测LSTM框架
Tharindu Fernando, Simon Denman, Sridha Sridharan, Clinton Fookes
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

[26] arXiv:1702.05506 [pdf, other]
An Unsupervised Approach for Overlapping Cervical Cell Cytoplasm Segmentation
一种无监督的宫颈细胞重叠分割方法
Pranav Kumar, S L Happy, Swarnadip Chatterjee, Debdoot Sheet, Aurobinda Routray
Comments: 4 pages, 4 figures, Biomedical Engineering and Sciences (IECBES), 2016 IEEE EMBS Conference on. IEEE, 2016
Subjects: Computer Vision and Pattern Recognition (cs.CV)

[27] arXiv:1702.06086 (cross-list from cs.LG) [pdf, other]
Label Distribution Learning Forests
标签分发学习森林
Wei Shen, Kai Zhao, Yilu Guo, Alan Yuille
Comments: Submitted to IJCAI2017
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV)

[28] arXiv:1702.05888 (cross-list from cs.DS) [pdf, other]
Memory Efficient Max Flow for Multi-label Submodular MRFs
高效的多标签内存最大流子模块 MRFs
Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann
Comments: 15 Pages, 13 Figures and 3 Tables
Subjects: Data Structures and Algorithms (cs.DS); Computer Vision and Pattern Recognition (cs.CV)

[29] arXiv:1702.05878 (cross-list from cs.MM) [pdf, other]
From Photo Streams to Evolving Situations
从照片流到不断变化的情况
Mengfan Tang, Feiping Nie, Siripen Pongpaichet, Ramesh Jain
Subjects: Multimedia (cs.MM); Computer Vision and Pattern Recognition (cs.CV)

[30] arXiv:1702.05698 (cross-list from cs.LG) [pdf, ps, other]
Online Robust Principal Component Analysis with Change Point Detection
变化点检测的在线鲁棒主成分分析
Wei Xiao, Xiaolin Huang, Jorge Silva, Saba Emrani, Arin Chaudhuri
Subjects: Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Applications (stat.AP); Computation (stat.CO); Machine Learning (stat.ML)