【今日CV 计算机视觉论文速览】Tue, 12 Mar 2019

今日CS.CV计算机视觉论文速览
Tue, 12 Mar 2019
Totally 50 papers

Interesting:

SARA基于深度强化学习用艺术笔触渲染图片，使得机器可以学会解构图片，并用笔触重新创造出美丽的画面（from北大）

不同迭代次数画出的图像：

code:https://github.com/hzwer/SARA_DDPG

**** Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image，基于深度图的三维点云补全，包含了三维重建、二维深度图补全，多视角补全等模块。（from 港中文）

dataset:SUNCG

MTRNet, 移除图中的文字。（from 昆士兰科技大学）

***Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks, 将观测嵌入为记忆，并可以预测智能体行为（from 斯坦福）

video:https://sites.google.com/view/scene-memory-transformer

Video Generation from Single Semantic Label Map,从语义分割生成视频（from 商汤）

code:https://github.com/junting/seg2vid

The Past and the Present of the Color Checker Dataset Misuse，颜色校正

The Unconstrained Ear Recognition Challenge 2019，耳朵识别比赛

官网：http://ears.fri.uni-lj.si/uerc19
数据集：https://cvrl.nd.edu/projects/data/，UND (E, F, G andJ2 collections) (https://cvrl.nd.edu/projects/data/), USTB [20],IITD [36], WPUT [29] AWE datasets [27, 25, 21, 23], UERC dataset

Shape2Motion，识别点云中移动的轴和移动部分，（from 北航）

***单图片的反射去除模型，反射抑制的新方法，基于数学模型（from 爱荷华州立）

code:https://github.com/yyhz76/reflectSuppress, CVPR 2019

大规模的可变形人脸头部模型库,（）from 帝国理工）

去噪递归自编码器的点云三维布局预测,（from 国防科大）

语义分割，bbx 布局预测：

基于视觉预测室内人体位置，

数据集：https://github.com/w-tracking/w-tracking-dataset

Daily Computer Vision Papers

[1] *Title: Video Generation from Single Semantic Label Map
Authors:Junting Pan, Chengyu Wang, Xu Jia, Jing Shao, Lu Sheng, Junjie Yan, Xiaogang Wang
[2] *Title: The Past and the Present of the Color Checker Dataset Misuse
Authors:Nikola Banić, Karlo Koš{č}ević, Marko Subašić, Sven Lon{č}arić
[3] **Title: Stroke-based Artistic Rendering Agent with Deep Reinforcement Learning
Authors:Zhewei Huang, Wen Heng, Shuchang Zhou
[4] Title: Accuracy Booster: Performance Boosting using Feature Map Re-calibration
Authors:Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
[5] Title: ADS-ME: Anomaly Detection System for Micro-expression Spotting
Authors:Dawood Al Chanti, Alice Caplier
[6] Title: Joint inference on structural and diffusion MRI for sequence-adaptive Bayesian segmentation of thalamic nuclei with probabilistic atlases
Authors:Juan Eugenio Iglesias, Koen Van Leemput, Polina Golland, Anastasia Yendiki
[7] *Title: Mix and match networks: multi-domain alignment for unpaired image-to-image translation
Authors:Yaxing Wang, Luis Herranz, Joost van de Weijer
[8] *Title: A Unified Formulation for Visual Odometry
Authors:Georges Younes, Daniel Asmar, John Zelek
[9] *Title: Manifold Mixup improves text recognition with CTC loss
Authors:Bastien Moysset, Ronaldo Messina
[10] Title: Instance- and Category-level 6D Object Pose Estimation
Authors:Caner Sahin, Guillermo Garcia-Hernando, Juil Sock, Tae-Kyun Kim
[11] *Title: Pluralistic Image Completion
Authors:Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai
[12] Title: Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury
Authors:Samuel Remedios, Snehashis Roy, Justin Blaber, Camilo Bermudez, Vishwesh Nath, Mayur B. Patel, John A. Butman, Bennett A. Landman, Dzung L. Pham
[13] *Title: Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation
Authors:Andrea Pilzer, Stéphane Lathuilière, Nicu Sebe, Elisa Ricci
[14] Title: Structured Knowledge Distillation for Semantic Segmentation
Authors:Yifan Liu, Ke Chen, Chris Liu, Zengchang Qin, Zhenbo Luo, Jingdong Wang
[15] *Title: Investigation on Combining 3D Convolution of Image Data and Optical Flow to Generate Temporal Action Proposals
Authors:Patrick Schlosser, David Münch, Michael Arens
[16] Title: MSFD:Multi-Scale Receptive Field Face Detector
Authors:Qiushan Guo, Yuan Dong, Yu Guo, Hongliang Bai
[17] Title: Deep Generative Models: Deterministic Prediction with an Application in Inverse Rendering
Authors:Shima Kamyab, Rasool Sabzi, Zohreh Azimifar
[18] **Title: The Unconstrained Ear Recognition Challenge 2019
Authors:Žiga Emeršič, Aruna Kumar S. V., B. S. Harish, Weronika Gutfeter, Jalil Nourmohammadi Khiarak, Andrzej Pacut, Earnest Hansley, Mauricio Pamplona Segundo, Sudeep Sarkar, Hyeonjung Park, Gi Pyo Nam, Ig-Jae Kim, Sagar G. Sangodkar, Ümit Kaçar, Murvet Kirci, Li Yuan, Jishou Yuan, Haonan Zhao, Fei Lu, Junying Mao, Xiaoshuang Zhang, Dogucan Yaman, Fevziye Irem Eyiokur, Kadir Bulut Özler, Hazım Kemal Ekenel, Debbrota Paul Chowdhury, Sambit Bakshi, Banshidhar Majhi, Peter Peer, Vitomir Štruc
[19] Title: HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs
Authors:Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri
[20] *Title: Spatial-Aware Non-Local Attention for Fashion Landmark Detection
Authors:Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma
[21] **Title: MTRNet: A Generic Scene Text Eraser
Authors:Osman Tursun, Rui Zeng, Simon Denman, Sabesan Sivipalan, Sridha Sridharan, Clinton Fookes
[22] Title: A Hybrid Framework for Action Recognition in Low-Quality Video Sequences
Authors:Tej Singh, Dinesh Kumar Vishwakarma
[23] Title: Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
Authors:Chen-Yu Lee, Tanmay Batra, Mohammad Haris Baig, Daniel Ulbricht
[24] Title: Just-Enough Interaction Approach to Knee MRI Segmentation: Data from the Osteoarthritis Initiative
Authors:Satyananda Kashyap, Honghai Zhang, Milan Sonka
[25] Title: Group-wise Correlation Stereo Network
Authors:Xiaoyang Guo, Kai Yang, Wukui Yang, Xiaogang Wang, Hongsheng Li
[26] **Title: Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image
Authors:Xiaoguang Han, Zhaoxuan Zhang, Dong Du, Mingdai Yang, Jingming Yu, Pan Pan, Xin Yang, Ligang Liu, Zixiang Xiong, Shuguang Cui
[27] Title: Deep Robust Subjective Visual Property Prediction in Crowdsourcing
Authors:Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao
[28] Title: Domain Randomization for Active Pose Estimation
Authors:Xinyi Ren, Jianlan Luo, Eugen Solowjow, Juan Aparicio Ojea, Abhishek Gupta, Aviv Tamar, Pieter Abbeel
[29] *Title: Rolling-Shutter-Aware Differential SfM and Image Rectification
Authors:Bingbing Zhuang, Loong-Fah Cheong, Gim Hee Lee
[30] Title: Automated Segmentation of Knee MRI Using Hierarchical Classifiers and Just Enough Interaction Based Learning: Data from Osteoarthritis Initiative
Authors:Satyananda Kashyap, Ipek Oguz, Honghai Zhang, Milan Sonka
[31] Title: Learning-Based Cost Functions for 3D and 4D Multi-Surface Multi-Object Segmentation of Knee MRI: Data from the Osteoarthritis Initiative
Authors:Satyananda Kashyap, Honghai Zhang, Karan Rao, Milan Sonka
[32] **Title: Shape2Motion: Joint Analysis of Motion Parts and Attributes from 3D Shapes
Authors:Xiaogang Wang, Bin Zhou, Yahao Shi, Xiaowu Chen, Qinping Zhao, Kai Xu
[33] *Title: Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation (POINT^2)
Authors:Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo, S. Kevin Zhou
[34] Title: A Hybrid GA-PSO Method for Evolving Architecture and Short Connections of Deep Convolutional Neural Networks
Authors:Bin Wang, Yanan Sun, Bing Xue, Mengjie Zhang
[35] **Title: Fast Single Image Reflection Suppression via Convex Optimization
Authors:Yang Yang, Wenye Ma, Yin Zheng, Jian-Feng Cai, Weiyu Xu
[36] Title: BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors
Authors:Ali Harakeh, Michael Smart, Steven L. Waslander
[37] *Title: LumiPath - Towards Real-time Physically-based Rendering on Embedded Devices
Authors:Laura Fink, Sing Chun Lee, Marc Stamminger, Nassir Navab, Mathias Unberath
[38] Title: SSN: Learning Sparse Switchable Normalization via SparsestMax
Authors:Wenqi Shao, Tianjian Meng, Jingyu Li, Ruimao Zhang, Yudian Li, Xiaogang Wang, Ping Luo
[39] **Title: Combining 3D Morphable Models: A Large scale Face-and-Head Model
Authors:Stylianos Ploumpis, Haoyang Wang, Nick Pears, William A. P. Smith, Stefanos Zafeiriou
[40] Title: Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search
Authors:Xin Li, Yiming Zhou, Zheng Pan, Jiashi Feng
[41] **Title: Hierarchy Denoising Recursive Autoencoders for 3D Scene Layout Prediction
Authors:Yifei Shi, Angel Xuan Chang, Zhelun Wu, Manolis Savva, Kai Xu
[42] **Title: How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint
Authors:Panwen Hu, Zizheng Yan, Rui Huang, Feng Yin
[43] Title: Sparse Representations for Object and Ego-motion Estimation in Dynamic Scenes
Authors:Hirak J Kashyap, Charless Fowlkes, Jeffrey L Krichmar
[44] *Title: Image Privacy Prediction Using Deep Neural Networks
Authors:Ashwini Tonge, Cornelia Caragea
[45] Title: RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance
Authors:Ayush Jaiswal, Shuai Xia, Iacopo Masi, Wael AbdAlmageed
[46] Title: Similarity Learning via Kernel Preserving Embedding
Authors:Zhao Kang, Yiwei Lu, Yuanzhang Su, Changsheng Li, Zenglin Xu
[47] Title: A cross-center smoothness prior for variational Bayesian brain tissue segmentation
Authors:Wouter M. Kouw, Silas N. Ørting, Jens Petersen, Kim S. Pedersen, Marleen de Bruijne
[48] *Title: Manipulation by Feel: Touch-Based Control with Deep Predictive Models
Authors:Stephen Tian, Frederik Ebert, Dinesh Jayaraman, Mayur Mudigonda, Chelsea Finn, Roberto Calandra, Sergey Levine
[49] Title: Uncertainty Propagation in Deep Neural Network Using Active Subspace
Authors:Weiqi Ji, Zhuyin Ren, Chung K. Law
[50] **Title: Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks
Authors:Kuan Fang, Alexander Toshev, Li Fei-Fei, Silvio Savarese

Papers from arxiv.org

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