【今日CS 视觉论文速览】Wed, 23 Jan 2019
今日CS.CV计算机视觉论文速览
Wed, 23 Jan 2019
Totally 71 papers
Interesting:
四个数据集：
-
RPC,一个用于零售场景下商品结算的数据集。包含了17大类200种常见商品（旷视）
相关数据集：
单个商品数据集收集：
多种不同难度：
不同标记方式：
自动结算ACO任务流程：
左边合成数据和右边的cycleGan渲染数据。
文章中提出基于此数据集几个可能的研究方向：
自动结算的在线学习问题
从结算图像直接预测产品列表，跳过检测过程
混合监督问题
作为其他视觉任务的补充数据集
项目网站：https://rpc-dataset.github.io/ -
RobotriX,用于机器人室内轨迹和交互的逼真数据集。基于Unreal Engine渲染，包含了38种语义分类和8M+60fps的数据。(from 西班牙阿利坎特大学)
一些相关室内数据集：
项目网站：https://github.com/3dperceptionlab/therobotrix -
CheXpert,包含了来自 65,240位患者的224,316X射线胸片，并对十四个质变进行标记。(from 斯坦福 吴恩达团队)
项目网站：https://stanfordmlgroup.github.io/projects/chexnext/
PADCHEST,同样是一个大规模的X光胸片数据集，包含了多个标签。(from 西班牙阿利坎特大学)
论文中提出的模型：
项目网站:http://bimcv.cipf.es/bimcv-projects/padchest/
Daily Computer Vision Papers
[1] Title: Learning Continuous Face Age Progression: A Pyramid of GANs
Authors:Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain
[2] Title: Hybrid Task Cascade for Instance Segmentation
Authors:Kai Chen, Jiangmiao Pang, Jiaqi Wang, Yu Xiong, Xiaoxiao Li, Shuyang Sun, Wansen Feng, Ziwei Liu, Jianping Shi, Wanli Ouyang, Chen Change Loy, Dahua Lin
[3] Title: Pedestrian Attribute Recognition: A Survey
Authors:Xiao Wang, Shaofei Zheng, Rui Yang, Bin Luo, Jin Tang
[4] Title: Use of First and Third Person Views for Deep Intersection Classification
Authors:Koji Takeda, Kanji Tanaka
[5] Title: Multiple Graph Adversarial Learning
Authors:Bo Jiang, Ziyan Zhang, Jin Tang, Bin Luo
[6] Title: Simultaneous lesion and neuroanatomy segmentation in Multiple Sclerosis using deep neural networks
Authors:Richard McKinley, Rik Wepfer, Fabian Aschwanden, Lorenz Grunder, Raphaela Muri, Christian Rummel, Rajeev Verma, Christian Weisstanner, Mauricio Reyes, Anke Salmen, Andrew Chan, Franca Wagner, Roland Wiest
[7] Title: A Recent Survey on the Applications of Genetic Programming in Image Processing
Authors:Asifullah Khan, Aqsa Saeed Qureshi, Noor ul Wahab, Mutawara Hussain, Muhammad Yousaf Hamza
[8] Title: Extension of Convolutional Neural Network with General Image Processing Kernels
Authors:Jay Hoon Jung, Yousun Shin, YoungMin Kwon
[9] Title: SAML-QC: a Stochastic Assessment and Machine Learning based QC technique for Industrial Printing
Authors:Azhar Hussain
[10] Title: DCNN-GAN: Reconstructing Realistic Image from fMRI
Authors:Yunfeng Lin, Jiangbei Li, Hanjing Wang
[11] Title: Measuring Effectiveness of Video Advertisements
Authors:James Hahn, Adriana Kovashka
[12] Title: Optical Flow augmented Semantic Segmentation networks for Automated Driving
Authors:Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab, Pavel Krizek, Mohamed El-Helw
[13] Title: Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
Authors:Tian Xia, Agisilaos Chartsias, Sotirios A. Tsaftaris
[14] Title: Unsupervised Learning-based Depth Estimation aided Visual SLAM Approach
Authors:Mingyang Geng, Suning Shang, Bo Ding, Huaimin Wang, Pengfei Zhang, Lei Zhang
[15] Title: Ego-motion Sensor for Unmanned Aerial Vehicles Based on a Single-Board Computer
Authors:Gaël Écorchard, Adam Heinrich, Libor Přeučil
[16] Title: Super-Trajectories: A Compact Yet Rich Video Representation
Authors:Ijaz Akhter, Cheong Loong Fah, Richard Hartley
[17] *Title: Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search
Authors:Xiangxiang Chu, Bo Zhang, Hailong Ma, Ruijun Xu, Jixiang Li, Qingyuan Li
[18] *Title: RPC: A Large-Scale Retail Product Checkout Dataset
Authors:Xiu-Shen Wei, Quan Cui, Lei Yang, Peng Wang, Lingqiao Liu
[19] Title: DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features
Authors:Rong Kang, Jieqi Shi, Xueming Li, Yang Liu, Xiao Liu
[20] Title: Unsupervised Automated Event Detection using an Iterative Clustering based Segmentation Approach
Authors:Deepak K. Gupta, Rohit K. Shrivastava, Suhas Phadke, Jeroen Goudswaard
[21] Title: Fully Convolutional Network-based Multi-Task Learning for Rectum and Rectal Cancer Segmentation
Authors:Joohyung Lee, Ji Eun Oh, Min Ju Kim, Bo Yun Hur, Sun Ah Cho, Dae Kyung Sohn
[22] Title: CAE-P: Compressive Autoencoder with Pruning Based on ADMM
Authors:Haimeng Zhao
[23] Title: Efficient Image Splicing Localization via Contrastive Feature Extraction
Authors:Ronald Salloum, C.-C. Jay Kuo
[24] Title: Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering
Authors:Binghui Chen, Weihong Deng
[25] Title: Linearized Multi-Sampling for Differentiable Image Transformation
Authors:Wei Jiang, Weiwei Sun, Andrea Tagliasacchi, Eduard Trulls, Kwang Moo Yi
[26] Title: Robust Angular Local Descriptor Learning
Authors:Yanwu Xu, Mingming Gong, Tongliang Liu, Kayhan Batmanghelich, Chaohui Wang
[27] Title: On Compression of Unsupervised Neural Nets by Pruning Weak Connections
Authors:Zhiwen Zuo, Lei Zhao, Liwen Zuo, Feng Jiang, Wei Xing, Dongming Lu
[28] *Title: MIMIC-CXR: A large publicly available database of labeled chest radiographs
Authors:Alistair E. W. Johnson, Tom J. Pollard, Seth Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng
[29] *Title: CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison
Authors:Jeremy Irvin, Pranav Rajpurkar, Michael Ko, Yifan Yu, Silviana Ciurea-Ilcus, Chris Chute, Henrik Marklund, Behzad Haghgoo, Robyn Ball, Katie Shpanskaya, Jayne Seekins, David A. Mong, Safwan S. Halabi, Jesse K. Sandberg, Ricky Jones, David B. Larson, Curtis P. Langlotz, Bhavik N. Patel, Matthew P. Lungren, Andrew Y. Ng
[30] Title: Understanding the Impact of Label Granularity on CNN-based Image Classification
Authors:Zhuo Chen, Ruizhou Ding, Ting-Wu Chin, Diana Marculescu
[31] *Title: Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy
Authors:Daniele Ravì, Agnieszka Barbara Szczotka, Stephen P Pereira, Tom Vercauteren
[32] *Title: Deep Neural Network Approximation for Custom Hardware: Where We’ve Been, Where We’re Going
Authors:Erwei Wang, James J. Davis, Ruizhe Zhao, Ho-Cheung Ng, Xinyu Niu, Wayne Luk, Peter Y. K. Cheung, George A. Constantinides
[33] Title: Segmentation of Lumen and External Elastic Laminae in Intravascular Ultrasound Images using Ultrasonic Backscattering Physics Initialized Multiscale Random Walks
Authors:Debarghya China, Pabitra Mitra, Debdoot Sheet
[34] *Title: SUMNet: Fully Convolutional Model for Fast Segmentation of Anatomical Structures in Ultrasound Volumes
Authors:Sumanth Nandamuri, Debarghya China, Pabitra Mitra, Debdoot Sheet
[35] Title: A Fourier Disparity Layer representation for Light Fields
Authors:Mikael Le Pendu, Christine Guillemot, Aljosa Smolic
[36] Title: Skeleton-based Action Recognition of People Handling Objects
Authors:Sunoh Kim, Kimin Yun, Jongyoul Park, Jin Young Choi
[37] Title: Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos
Authors:Dongliang He, Xiang Zhao, Jizhou Huang, Fu Li, Xiao Liu, Shilei Wen
[38] Title: Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss
Authors:Pingping Zhang, Wei Liu, Huchuan Lu, Chunhua Shen
[39] Title: Deep Level Sets: Implicit Surface Representations for 3D Shape Inference
Authors:Mateusz Michalkiewicz, Jhony K. Pontes, Dominic Jack, Mahsa Baktashmotlagh, Anders Eriksson
[40] Title: Semantic Image Networks for Human Action Recognition
Authors:Sunder Ali Khowaja, Seok-Lyong Lee
[41] Title: Dynamic Curriculum Learning for Imbalanced Data Classification
Authors:Yiru Wang, Weihao Gan, Wei Wu, Junjie Yan
[42] Title: Generating Text Sequence Images for Recognition
Authors:Yanxiang Gong, Linjie Deng, Zheng Ma, Mei Xie
[43] Title: Hybrid coarse-fine classification for head pose estimation
Authors:Haofan Wang, Zhenghua Chen, Yi Zhou
[44] Title: LayoutGAN: Generating Graphic Layouts with Wireframe Discriminators
Authors:Jianan Li, Jimei Yang, Aaron Hertzmann, Jianming Zhang, Tingfa Xu
[45] Title: Real-time 3D Face-Eye Performance Capture of a Person Wearing VR Headset
Authors:Guoxian Song, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng, Juyong Zhang, Henry Fuchs
[46] Title: Pattern Generation Strategies for Improving Recognition of Handwritten Mathematical Expressions
Authors:Anh Duc Le, Bipin Indurkhya, Masaki Nakagawa
[47] Title: Fitting 3D Shapes from Partial and Noisy Point Clouds with Evolutionary Computing
Authors:Jean F. Liénard
[48] Title: Visual Entailment: A Novel Task for Fine-Grained Image Understanding
Authors:Ning Xie, Farley Lai, Derek Doran, Asim Kadav
[49] Title: Localizing dexterous surgical tools in X-ray for image-based navigation
Authors:Cong Gao, Mathias Unberath, Russell Taylor, Mehran Armand
[50] Title: Improved Selective Refinement Network for Face Detection
Authors:Shifeng Zhang, Rui Zhu, Xiaobo Wang, Hailin Shi, Tianyu Fu, Shuo Wang, Tao Mei
[51] Title: Binary Image Selection (BISON): Interpretable Evaluation of Visual Grounding
Authors:Hexiang Hu, Ishan Misra, Laurens van der Maaten
[52] Title: Face Detection and Face Recognition In the Wild Using Off-the-Shelf Freely Available Components
Authors:Hira Ahmad
[53] Title: Design of Real-time Semantic Segmentation Decoder for Automated Driving
Authors:Arindam Das, Saranya Kandan, Senthil Yogamani, Pavel Krizek
[54] Title: Consistent Optimization for Single-Shot Object Detection
Authors:Tao Kong, Fuchun Sun, Huaping Liu, Yuning Jiang, Jianbo Shi
[55] Title: Comparative Performance Analysis of Image De-noising Techniques
Authors:Vivek Kumar, Atul Samadhiya
[56] *Title: Image De-Noising For Salt and Pepper Noise by Introducing New Enhanced Filter
Authors:Vivek Kumar, Atul Samadhiya
[57] *Title: The RobotriX: An eXtremely Photorealistic and Very-Large-Scale Indoor Dataset of Sequences with Robot Trajectories and Interactions
Authors:Alberto Garcia-Garcia, Pablo Martinez-Gonzalez, Sergiu Oprea, John Alejandro Castro-Vargas, Sergio Orts-Escolano, Jose Garcia-Rodriguez, Alvaro Jover-Alvarez
[58] Title: Writer Independent Offline Signature Recognition Using Ensemble Learning
Authors:Sourya Dipta Das, Himanshu Ladia, Vaibhav Kumar, Shivansh Mishra
[59] Title: Endoscopic vs. volumetric OCT imaging of mastoid bone structure for pose estimation in minimally invasive cochlear implant surgery
Authors:Max-Heinrich Laves, Sarah Latus, Jan Bergmeier, Tobias Ortmaier, Lüder A. Kahrs, Alexander Schaefer
[60] *Title: Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network
Authors:Zhao Xiaole, Huali Zhang, Hangfei Liu, Yun Qin, Tao Zhang, Xueming Zou
[61] Title: Deep Representation Learning Characterized by Inter-class Separation for Image Clustering
Authors:Dipanjan Das, Ratul Ghosh, Brojeshwar Bhowmick
[62] Title: Learning single-image 3D reconstruction by generative modelling of shape, pose and shading
Authors:Paul Henderson, Vittorio Ferrari
[63] *Title: Learning a Deep Convolution Network with Turing Test Adversaries for Microscopy Image Super Resolution
Authors:Francis Tom, Himanshu Sharma, Dheeraj Mundhra, Tathagato Rai Dastidar, Debdoot Sheet
[64] Title: Multisource Region Attention Network for Fine-Grained Object Recognition in Remote Sensing Imagery
Authors:Gencer Sumbul, Ramazan Gokberk Cinbis, Selim Aksoy
[65] *Title: PadChest: A large chest x-ray image dataset with multi-label annotated reports
Authors:Aurelia Bustos, Antonio Pertusa, Jose-Maria Salinas, Maria de la Iglesia-Vayá
[66] *Title: Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs
Authors:Nicholas Watters, Loic Matthey, Christopher P. Burgess, Alexander Lerchner
[67] Title: Training Neural Networks with Local Error Signals
Authors:Arild Nøkland, Lars Hiller Eidnes
[68] Title: Modeling the Biological Pathology Continuum with HSIC-regularized Wasserstein Auto-encoders
Authors:Denny Wu, Hirofumi Kobayashi, Charles Ding, Lei Cheng, Keisuke Goda Marzyeh Ghassemi
[69] Title: Synthesizing facial photometries and corresponding geometries using generative adversarial networks
Authors:Gil Shamai, Ron Slossberg, Ron Kimmel
[70] Title: Cross-referencing Social Media and Public Surveillance Camera Data for Disaster Response
Authors:Chittayong Surakitbanharn, Calvin Yau, Guizhen Wang, Aniesh Chawla, Yinuo Pan, Zhaoya Sun, Sam Yellin, David Ebert, Yung-Hsiang Lu, George K. Thiruvathukal
[71] Title: Machine Learning with Clos Networks
Authors:Timothy Whithing, Thiam Khean Hah
