【今日CS 视觉论文速览】10 Jan 2019

今日CS.CV计算机视觉论文速览
Thu, 10 Jan 2019
Totally 34 papers

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Interesting:

  • shape2program,基于几何结构的高层理解，开发出了一套可以抽取三维形状低级与高级特征的程序描述语言，不仅可以从原始形状学习出对应的三维形貌表示程序描述，同时还可以执行这一程序重建出三维形状。(from MIT 普林斯顿)
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    程序描述生成与重建过程：
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    绘制过程的实例程序：
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    自监督进行抽取、理解和重建过程：
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    重建过程的结果示例：
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    ref:http://shape2prog.csail.mit.edu/
    github:https://github.com/HobbitLong/shape2prog
    dataset:ShapeNet

Daily Computer Vision Papers

[1] Title: Learning to Infer and Execute 3D Shape Programs
Authors:Yonglong Tian, Andrew Luo, Xingyuan Sun, Kevin Ellis, William T. Freeman, Joshua B. Tenenbaum, Jiajun Wu
[2] Title: Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset
Authors:Mirco Moencks, Varuna De Silva, Jamie Roche, Ahmet Kondoz
[3] Title: GIF2Video: Color Dequantization and Temporal Interpolation of GIF images
Authors:Yang Wang, Haibin Huang, Chuan Wang, Tong He, Jue Wang, Minh Hoai
[4] Title: Learnable Manifold Alignment (LeMA) : A Semi-supervised Cross-modality Learning Framework for Land Cover and Land Use Classification
Authors:Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiao Xiang Zhu
[5] Title: The Use of Mutual Coherence to Prove ℓ1/ℓ0ell^1/ell^0-Equivalence in Classification Problems
Authors:Chelsea Weaver, Naoki Saito
[6] Title: Guess What’s on my Screen? Clustering Smartphone Screenshots with Active Learning
Authors:Agnese Chiatti, Dolzodmaa Davaasuren, Nilam Ram, Prasenjit Mitra
[7] Title: Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network
Authors:Xiaoxiao Sun, Shaomin Mu, Yongyu Xu, Zhihao Cao, Tingting Su
[8] Title: Low-Cost Transfer Learning of Face Tasks
Authors:Thrupthi Ann John, Isha Dua, Vineeth N Balasubramanian, C. V. Jawahar
[9] Title: Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval
Authors:Lu Jin, Jinhui Tang, Zechao Li, Guo-Jun Qi, Fu Xiao
[10] Title: The Cross-Modality Disparity Problem in Multispectral Pedestrian Detection
Authors:Lu Zhang, Zhiyong Liu, Xiangyu Chen, Xu Yang
[11] Title: MOANA: An Online Learned Adaptive Appearance Model for Robust Multiple Object Tracking in 3D
Authors:Zheng Tang, Jenq-Neng Hwang
[12] Title: D3{}^3TW: Discriminative Differentiable Dynamic Time Warping for Weakly Supervised Action Alignment and Segmentation
Authors:Chien-Yi Chang, De-An Huang, Yanan Sui, Li Fei-Fei, Juan Carlos Niebles
[13] Title: MSR: Multi-Scale Shape Regression for Scene Text Detection
Authors:Chuhui Xue, Shijian Lu, Wei Zhang
[14] Title: Manipulation-skill Assessment from Videos with Spatial Attention Network
Authors:Zhenqiang Li, Yifei Huang, Minjie Cai, Yoichi Sato
[15] Title: Interactive Image Segmentation using Label Propagation through Complex Networks
Authors:Fabricio Aparecido Breve
[16] Title: Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera
Authors:Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa Narasimhan, Jan Kautz
[17] Title: Thinking Outside the Pool: Active Training Image Creation for Relative Attributes
Authors:Aron Yu, Kristen Grauman
[18] Title: Collaborative Execution of Deep Neural Networks on Internet of Things Devices
Authors:Ramyad Hadidi, Jiashen Cao, Micheal S. Ryoo, Hyesoon Kim
[19] Title: Fast 3D Line Segment Detection From Unorganized Point Cloud
Authors:Xiaohu Lu, Yahui Liu, Kai Li
[20] Title: A Spatial-temporal 3D Human Pose Reconstruction Framework
Authors:Xuan Thanh Nguyen, Thi Duyen Ngo, Thanh Ha Le
[21] Title: Viewpoint Invariant Change Captioning
Authors:Dong Huk Park, Trevor Darrell, Anna Rohrbach
[22] Title: Multi-stream CNN based Video Semantic Segmentation for Automated Driving
Authors:Ganesh Sistu, Sumanth Chennupati, Senthil Yogamani
[23] Title: Grey matter sublayer thickness estimation in themouse cerebellum
Authors:Da Ma, Manuel J. Cardoso, Maria A. Zuluaga, Marc Modat, Nick. Powell, Frances Wiseman, Victor Tybulewicz, Elizabeth Fisher, Mark. F. Lythgoe, Sebastien Ourselin
[24] Title: Neural Inverse Rendering of an Indoor Scene from a Single Image
Authors:Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, Jan Kautz
[25] Title: Face Recognition System
Authors:Yang Li, Sangwhan Cha
[26] Title: SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Authors:Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Bjorn Schuller, Kam Star, Elnar Hajiyev, Maja Pantic
[27] Title: Selective metamorphosis for growth modelling with applications to landmarks
Authors:Andreas Bock, Alexis Arnaudon, Colin Cotter
[28] Title: Fast CNN-Based Object Tracking Using Localization Layers and Deep Features Interpolation
Authors:Al-Hussein A. El-Shafie, Mohamed Zaki, Serag El-Din Habib
[29] Title: UAV-GESTURE: A Dataset for UAV Control and Gesture Recognition
Authors:Asanka G Perera, Yee Wei Law, Javaan Chahl
[30] Title: NEARBY Platform: Algorithm for Automated Asteroids Detection in Astronomical Images
Authors:T. Stefanut, V. Bacu, C. Nandra, D. Balasz, D. Gorgan, O. Vaduvescu
[31] Title: Asteroids Detection Technique: Classic “Blink” An Automated Approch
Authors:D. Copandean, C. Nandra, D. Gorgan, O. Vaduvescu
[32] Title: Lattice Identification and Separation: Theory and Algorithm
Authors:Yuchen He, Sung Ha Kang
[33] Title: Combining nonparametric spatial context priors with nonparametric shape priors for dendritic spine segmentation in 2-phoyon microscopy images
Authors:Ertunc Erdil, Ali Ozgur Argunsah, Tolga Tasdizen, Devrim Unay, Mujdat Cetin
[34] Title: An Application of Manifold Learning in Global Shape Descriptors
Authors:Fereshteh S. Bashiri, Reihaneh Rostami, Peggy Peissig, Roshan M. D’Souza, Zeyun Yu

Papers from arxiv.org

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原文地址：https://www.cnblogs.com/Tom-Ren/p/11054730.html