今日CS.CV计算机视觉论文速览
Tue, 27 Nov 2018
Totally 107 papers
Daily Computer Vision Papers
[1] Title: GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
Authors:David Bau, Jun-Yan Zhu, Hendrik Strobelt, Bolei Zhou, Joshua B. Tenenbaum, William T. Freeman, Antonio Torralba
[2] Title: Visual Entailment Task for Visually-Grounded Language Learning
Authors:Ning Xie, Farley Lai, Derek Doran, Asim Kadav
[3] Title: Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation
Authors:Pallabi Ghosh, Yi Yao, Larry Davis, Ajay Divakaran
[4] Title: Convolutional Neural Networks Deceived by Visual Illusions
Authors:Alexander Gomez-Villa, Adrián Martín, Javier Vazquez-Corral, Marcelo Bertalmío
[5] Title: Low-Dose CT via Deep CNN with Skip Connection and Network in Network
Authors:Chenyu You, Linfeng Yang, Yi Zhang, Jan Liphardt, Ge Wang
[6] Title: Leveraging Filter Correlations for Deep Model Compression
Authors:Pravendra Singh, Vinay Kumar Verma, Piyush Rai, Vinay P. Namboodiri
[7] Title: Similarity-preserving Image-image Domain Adaptation for Person Re-identification
Authors:Weijian Deng, Liang Zheng, Qixiang Ye, Yi Yang, Jianbin Jiao
[8] Title: Higher-order Projected Power Iterations for Scalable Multi-Matching
Authors:Florian Bernard, Johan Thunberg, Paul Swoboda, Christian Theobalt
[9] Title: Scene Categorization from Contours: Medial Axis Based Salience Measures
Authors:Morteza Rezanejad, Gabriel Downs, John Wilder, Dirk B. Walther, Allan Jepson, Sven Dickinson, Kaleem Siddiqi
[10] Title: Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI
Authors:Yusuf H. Roohani, Noor Sajid, Pranava Madhyastha, Cathy J. Price, Thomas M. H. Hope
[11] Title: Unsupervised 3D Shape Learning from Image Collections in the Wild
Authors:Attila Szaboó, Paolo Favaro
[12] Title: Deep Network Interpolation for Continuous Imagery Effect Transition
Authors:Xintao Wang, Ke Yu, Chao Dong, Xiaoou Tang, Chen Change Loy
[13] Title: Tracing in 2D to Reduce the Annotation Effort for 3D Deep Delineation
Authors:Mateusz Koziński, Agata Mosinska, Mathieu Salzmann, Pascal Fua
[14] Title: ExpandNets: Exploiting Linear Redundancy to Train Small Networks
Authors:Shuxuan Guo, Jose M. Alvarez, Mathieu Salzmann
[15] Title: Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People
Authors:BingZhang Hu, Yan Gao, Yu Guan, Yang Long, Nicholas Lane, Thomas Ploetz
[16] Title: Scan2Mesh: From Unstructured Range Scans to 3D Meshes
Authors:Angela Dai, Matthias Nießner
[17] Title: Context-Aware Crowd Counting
Authors:Weizhe Liu, Mathieu Salzmann, Pascal Fua
[18] Title: Deep Laplacian Pyramid Network for Text Images Super-Resolution
Authors:Hanh T. M. Tran, Tien Ho-Phuoc
[19] Title: A Novel Learning-based Global Path Planning Algorithm for Planetary Rovers
Authors:Jiang Zhang, Yuanqing Xia, Ganghui Shen
[20] Title: Multi-Task Generative Adversarial Network for Handling Imbalanced Clinical Data
Authors:Mina Rezaei, Haojin Yang, Christoph Meinel
[21] Title: Towards Machine Learning Prediction of Deep Brain Stimulation (DBS) Intra-operative Efficacy Maps
Authors:Camilo Bermudez, William Rodriguez, Yuankai Huo, Allison E. Hainline, Rui Li, Robert Shults, Pierre D. DHaese, Peter E. Konrad, Benoit M. Dawant, Bennett A. Landman
[22] Title: Rethinking Binary Neural Network for Accurate Image Classification and Semantic Segmentation
Authors:Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid
[23] Title: A Convolutional Neural Network based Live Object Recognition System as Blind Aid
Authors:Kedar Potdar, Chinmay D. Pai, Sukrut Akolkar
[24] Title: Automatic segmentation of the Foveal Avascular Zone in ophthalmological OCT-A images
Authors:Macarena Díaz, Jorge Novo, Paula Cutrín, Francisco Gómez-Ulla, Manuel G. Penedo, Marcos Ortega
[25] Title: Unsupervised learning with sparse space-and-time autoencoders
Authors:Benjamin Graham
[26] Title: Pair-wise Exchangeable Feature Extraction for Arbitrary Style Transfer
Authors:Zhijie Wu, Chunjin Song, Yang Zhou, Minglun Gong, Hui Huang
[27] Title: Matchable Image Retrieval by Learning from Surface Reconstruction
Authors:Tianwei Shen, Zixin Luo, Lei Zhou, Runze Zhang, Siyu Zhu, Tian Fang, Long Quan
[28] Title: Universal Semi-Supervised Semantic Segmentation
Authors:Tarun Kalluri, Girish Varma, Manmohan Chandrakar, C V Jawahar
[29] Title: Multi-hierarchical Independent Correlation Filters for Visual Tracking
Authors:Shuai Bai, Zhiqun He, Tingbing Xu, Zheng Zhu, Yuan Dong, Hongliang Bai
[30] Title: Region Based Extensive Response Index Pattern for Facial Expression Recognition
Authors:Monu Verma, Santosh. K. Vipparthi, Girdhari Singh
[31] Title: MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object Localization
Authors:Zengyi Qin, Jinglu Wang, Yan Lu
[32] Title: Brain-inspired robust delineation operator
Authors:Nicola Strisciuglio, George Azzopardi, Nicolai Petkov
[33] Title: Attentioned Convolutional LSTM InpaintingNetwork for Anomaly Detection in Videos
Authors:Itamar Ben-Ari, Ravid Shwartz-Ziv
[34] Title: A Survey on Joint Object Detection and Pose Estimation using Monocular Vision
Authors:Aniruddha V Patil, Pankaj Rabha
[35] Title: City-Scale Road Audit System using Deep Learning
Authors:Sudhir Yarram, Girish Varma, C.V. Jawahar
[36] Title: 3D-LaneNet: end-to-end 3D multiple lane detection
Authors:Noa Garnett, Rafi Cohen, Tomer Pe’er, Dan Levi
[37] Title: IDD: A Dataset for Exploring Problems of Autonomous Navigation in Unconstrained Environments
Authors:Girish Varma, Anbumani Subramanian, Anoop Namboodiri, Manmohan Chandraker, C V Jawahar
[38] Title: Cross-domain Deep Feature Combination for Bird Species Classification with Audio-visual Data
Authors:Bold Naranchimeg, Chao Zhang, Takuya Akashi
[39] Title: Phase-only Image Based Kernel Estimation for Single-image Blind Deblurring
Authors:Liyuan Pan, Richard Hartley, Miaomiao Liu, Yuchao Dai
[40] Title: Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera
Authors:Liyuan Pan, Cedric Scheerlinck, Xin Yu, Richard Hartley, Miaomiao Liu, Yuchao Dai
[41] Title: Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series
Authors:Charlotte Pelletier, Geoffrey I. Webb, Francois Petitjean
[42] Title: Collaging on Internal Representations: An Intuitive Approach for Semantic Transfiguration
Authors:Ryohei Suzuki, Masanori Koyama, Takeru Miyato, Taizan Yonetsuji
[43] Title: One Shot Domain Adaptation for Person Re-Identification
Authors:Yang Fu, Yunchao Wei, Guanshuo Wang, Jiwei Li, Xi Zhou, Honghui Shi, Thomas Huang
[44] Title: FilterReg: Robust and Efficient Probabilistic Point-Set Registration using Gaussian Filter and Twist Parameterization
Authors:Wei Gao, Russ Tedrake
[45] Title: Artificial Retina Using A Hybrid Neural Network With Spatial Transform Capability
Authors:Richard Wood, Alexander McGlashan, C.B. Moon, W.Y.Kim
[46] Title: Foreground Clustering for Joint Segmentation and Localization in Videos and Images
Authors:Abhishek Sharma
[47] Title: WarpGAN: Automatic Caricature Generation
Authors:Yichun Shi, Debayan Deb, Anil K. Jain
[48] Title: Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
Authors:Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, Lei Zhang
[49] Title: Learning to discover and localize visual objects with open vocabulary
Authors:Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent
[50] Title: Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection
Authors:Andrey Kuehlkamp, Allan Pinto, Anderson Rocha, Kevin Bowyer, Adam Czajka
[51] Title: Predicting Gender from Iris Texture May Be Harder Than It Seems
Authors:Andrey Kuehlkamp, Kevin Bowyer
[52] Title: An overview of deep learning in medical imaging focusing on MRI
Authors:Alexander Selvikvåg Lundervold, Arvid Lundervold
[53] Title: Joint Facade Registration and Segmentation for Urban Localization
Authors:Antoine Fond
[54] Title: Multi-view Point Cloud Registration with Adaptive Convergence Threshold and its Application on 3D Model Retrieval
Authors:Yaochen Li, Ying Liu, Rui Sun, Rui Guo, Li Zhu, Yong Qi
[55] Title: Background Subtraction with Real-time Semantic Segmentation
Authors:Dongdong Zeng, Xiang Chen, Ming Zhu, Michael Goesele, Arjan Kuijper
[56] Title: Dissimilarity Coefficient based Weakly Supervised Object Detection
Authors:Aditya Arun, C.V. Jawahar, M. Pawan Kumar
[57] Title: Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking
Authors:Xiao Wang, Chenglong Li, Rui Yang, Tianzhu Zhang, Jin Tang, Bin Luo
[58] Title: Visual Attention on the Sun: What Do Existing Models Actually Predict?
Authors:Jia Li, Daowei Li, Kui Fu, Long Xu
[59] Title: A pooling based scene text proposal technique for scene text reading in the wild
Authors:Dinh NguyenVan, Shijian Lu, Shangxuan Tian, Nizar Ouarti, Mounir Mokhtari
[60] Title: Non-local RoI for Cross-Object Perception
Authors:Shou-Yao Roy Tseng, Hwann-Tzong Chen, Shao-Heng Tai, Tyng-Luh Liu
[61] Title: Low-resolution Face Recognition in the Wild via Selective Knowledge Distillation
Authors:Shiming Ge, Shengwei Zhao, Chenyu Li, Jia Li
[62] Title: Learning Conditional Random Fields with Augmented Observations for Partially Observed Action Recognition
Authors:Shih-Yao Lin, Yen-Yu Lin, Chu-Song Chen, Yi-Ping Hung
[63] Title: Temporal Bilinear Networks for Video Action Recognition
Authors:Yanghao Li, Sijie Song, Yuqi Li, Jiaying Liu
[64] Title: Graph Learning-Convolutional Networks
Authors:Bo Jiang, Ziyan Zhang, Doudou Lin, Jin Tang
[65] Title: Practical optimal registration of terrestrial LiDAR scan pairs
Authors:Zhipeng Cai, Tat-Jun Chin, Alvaro Parra Bustos, Konrad Schindler
[66] Title: Deep RNN Framework for Visual Sequential Applications
Authors:Bo Pang, Kaiwen Zha, Hanwen Cao, Chen Shi, Cewu Lu
[67] Title: Privacy-Preserving Action Recognition for Smart Hospitals using Low-Resolution Depth Images
Authors:Edward Chou, Matthew Tan, Cherry Zou, Michelle Guo, Albert Haque, Arnold Milstein, Li Fei-Fei
[68] Title: Loop Closure Detection with RGB-D Feature Pyramid Siamese Networks
Authors:Zhang Qianhao, Alexander Mai, Joseph Menke, Allen Yang
[69] Title: Guided Feature Selection for Deep Visual Odometry
Authors:Fei Xue, Qiuyuan Wang, Xin Wang, Wei Dong, Junqiu Wang, Hongbin Zha
[70] Title: PCGAN: Partition-Controlled Human Image Generation
Authors:Dong Liang, Rui Wang, Xiaowei Tian, Cong Zou
[71] Title: Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation
Authors:Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Hui Tang, Yufan Xue, Xiaohui Xie, Yen-Yu Lin, Wei Fan
[72] Title: Steady-state Non-Line-of-Sight Imaging
Authors:Wenzheng Chen, Simon Daneau, Fahim Mannan, Felix Heide
[73] Title: RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks
Authors:Haokui Zhang, Ying Li, Peng Wang, Yu Liu, Chunhua Shen
[74] Title: Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples with Applications to Neuroimaging
Authors:Seong Jae Hwang, Zirui Tao, Won Hwa Kim, Vikas Singh
[75] Title: Matching Disparate Image Pairs Using Shape-Aware ConvNets
Authors:Shefali Srivastava, Abhimanyu Chopra, Arun CS Kumar, Suchendra M. Bhandarkar, Deepak Sharma
[76] Title: Forward Stability of ResNet and Its Variants
Authors:Linan Zhang, Hayden Schaeffer
[77] Title: FANet: Quality-Aware Feature Aggregation Network for RGB-T Tracking
Authors:Yabin Zhu, Chenglong Li, Yijuan Lu, Liang Lin, Bin Luo, Jin Tang
[78] Title: Robust RGB-D Face Recognition Using Attribute-Aware Loss
Authors:Luo Jiang, Juyong Zhang, Bailin Deng
[79] Title: Keep Drawing It: Iterative language-based image generation and editing
Authors:Alaaeldin El-Nouby, Shikhar Sharma, Hannes Schulz, Devon Hjelm, Layla El Asri, Samira Ebrahimi Kahou, Yoshua Bengio, Graham W.Taylor
[80] Title: Efficient Video Understanding via Layered Multi Frame-Rate Analysis
Authors:Ziyao Tang, Yongxi Lu, Tara Javidi
[81] Title: Attention, Please! Adversarial Defense via Attention Rectification and Preservation
Authors:Shangxi Wu, Jitao Sang, Kaiyuan Xu, Jiaming Zhang, Yanfeng Sun, Liping Jing, Jian Yu
[82] Title: Object Detection based Deep Unsupervised Hashing
Authors:Rong-Cheng Tu, Xian-Ling Mao, Bo-Si Feng, Bing-Bing Bian, Yu-shu Ying
[83] Title: Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality Control
Authors:Abhijit Guha Roy, Sailesh Conjeti, Nassir Navab, Christian Wachinger
[84] Title: Exploiting Test Time Evidence to Improve Predictions of Deep Neural Networks
Authors:Dinesh Khandelwal, Suyash Agrawal, Parag Singla, Chetan Arora
[85] Title: Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles
Authors:Dahun Kim, Donghyeon Cho, In So Kweon
[86] Title: Discriminative Feature Learning for Unsupervised Video Summarization
Authors:Yunjae Jung, Donghyeon Cho, Dahun Kim, Sanghyun Woo, In So Kweon
[87] Title: Spatio-Temporal Road Scene Reconstruction using Superpixel MRF
Authors:Yaochen Li, Yuehu Liu, Jihua Zhu, Shiqi Ma, Zhenning Niu, Rui Guo
[88] Title: Senti-Attend: Image Captioning using Sentiment and Attention
Authors:Omid Mohamad Nezami, Mark Dras, Stephen Wan, Cecile Paris
[89] Title: What and Where: A Context-based Recommendation System for Object Insertion
Authors:Song-Hai Zhang, Zhengping Zhou, Bin Liu, Xin Dong, Dun Liang, Peter Hall, Shi-Min Hu
[90] Title: A^2Net: Adjacent Aggregation Networks for Image Raindrop Removal
Authors:Huangxing Lin, Xueyang Fu, Changxing Jing, Xinghao Ding, Yue Huang
[91] Title: Mean Local Group Average Precision (mLGAP): A New Performance Metric for Hashing-based Retrieval
Authors:Pak Lun Kevin Ding, Yikang Li, Baoxin Li
[92] Title: Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks
Authors:Siddique Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir, Rajib Rana
[93] Title: Divergence Prior and Vessel-tree Reconstruction
Authors:Zhongwen Zhang, Egor Chesakov, Dmitrii Marin, Yuri Boykov
[94] Title: Generate, Segment and Replace: Towards Generic Manipulation Segmentation
Authors:Peng Zhou, Bor-Chun Chen, Xintong Han, Mahyar Najibi, Larry S. Davis
[95] Title: Learning to attend in a brain-inspired deep neural network
Authors:Hossein Adeli, Gregory Zelinsky
[96] Title: Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study
Authors:Ahmad S. Tarawneh, Ceyhun Celik, Ahmad B. Hassanat, Dmitry Chetverikov
[97] Title: CNN based dense underwater 3D scene reconstruction by transfer learning using bubble database
Authors:Kazuto Ichimaru, Ryo Furukawa, Hiroshi Kawasaki
[98] Title: A New Cervical Cytology Dataset for Nucleus Detection and Image Classification (Cervix93) and Methods for Cervical Nucleus Detection
Authors:Hady Ahmady Phoulady, Peter R. Mouton
[99] Title: NeuroTreeNet: A New Method to Explore Horizontal Expansion Network
Authors:Shenlong Lou, Yan Luo, Qiancong Fan, Feng Chen, Yiping Chen, Cheng Wang, Jonathan Li
[100] Title: A deep neural network predicts survival after heart imaging better than cardiologists
Authors:Alvaro Ulloa, Linyuan Jing, Christopher W Good, David P vanMaanen, Sushravya Raghunath, Jonathan D Suever, Christopher D Nevius, Gregory J Wehner, Dustin Hartzel, Joseph B Leader, Amro Alsaid, Aalpen A Patel, H Lester Kirchner, Christopher M Haggerty, Brandon K Fornwalt
[101] Title: MR-GAN: Manifold Regularized Generative Adversarial Networks
Authors:Qunwei Li, Bhavya Kailkhura, Rushil Anirudh, Yi Zhou, Yingbin Liang, Pramod Varshney
[102] Title: InstaNAS: Instance-aware Neural Architecture Search
Authors:An-Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan, Wei Wei, Min Sun
[103] Title: Is Data Clustering in Adversarial Settings Secure?
Authors:Battista Biggio, Ignazio Pillai, Samuel Rota Bulò, Davide Ariu, Marcello Pelillo, Fabio Roli
[104] Title: On Periodic Functions as Regularizers for Quantization of Neural Networks
Authors:Maxim Naumov, Utku Diril, Jongsoo Park, Benjamin Ray, Jedrzej Jablonski, Andrew Tulloch
[105] Title: Robustness via curvature regularization, and vice versa
Authors:Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard
[106] Title: Unsupervised brain lesion segmentation from MRI using a convolutional autoencoder
Authors:Hans E. Atlason, Askell Love, Sigurdur Sigurdsson, Vilmundur Gudnason, Lotta M. Ellingsen
[107] Title: A temporal neural network model for object recognition using a biologically plausible decision making layer
Authors:Hamed Heidari Gorji (1 and 2), Sajjad Zabbah (2), Reza Ebrahimpour (1 and 2) ((1) Faculty of Computer Engineering, Shahid Rajaee Teacher Training University, Tehran, Iran (2) School of Cognitive Sciences, Institute for Research in Fundamental Sciences, Tehran, Iran)
