Deep Learning Publication Navigator - subtopic: spatial


Year TitleAuthor
2017   Reconstructing Intensity Images from Binary Spatial Gradient Cameras  S Jayasuriya, O Gallo, J Gu, T Aila, J Kautz
2017   A Novel Spatial Feature for the Identification of Motor Tasks Using High-Density Electromyography  M Jordanić, M Rojas
2017   Spatial Pyramid Deep Hashing for Large-Scale Image Retrieval  W Zhao, H Luo, J Peng, J Fan
2017   Encoding Spectral and Spatial Context Information for Hyperspectral Image Classification  X Sun, F Zhou, J Dong, F Gao, Q Mu, X Wang 
2017   Soccer Player Recognition using Spatial Constellation Features and Jersey Number Recognition  S Gerke, A Linnemann, K Müller
2017   Large scale product search with spatial quantization and deep ranking  S Qi, Z Kyaw, X Wang, ZL Jiang, J Guan
2017   Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB  A Alvarez
2017   Efficient training-image based geostatistical simulation and inversion using a spatial generative adversarial neural network  E Laloy, R Hérault, D Jacques, N Linde
2017   Probabilistic Spatial Regression using a Deep Fully Convolutional Neural Network  GG Slabaugh, K Knapp, SM Al
2017   A Guided Spatial Transformer Network for Histology Cell Differentiation  M Aubreville, M Krappmann, C Bertram, R Klopfleisch
2017   Greedy Search for Descriptive Spatial Face Features  C Gacav, B Benligiray, C Topal
2017   A Mobile Outdoor Augmented Reality Method Combining Deep Learning Object Detection and Spatial Relationships for Geovisualization  J Rao, Y Qiao, F Ren, J Wang, Q Du
2017   Learning Texture Manifolds with the Periodic Spatial GAN  U Bergmann, N Jetchev, R Vollgraf
2017   An Optimized Convolutional Neural Network with Bottleneck and Spatial Pyramid Pooling Layers for Classification of Foods  EJ Heravi, HH Aghdam, D Puig 
2017   Spatial Transformer Modules  ME Jaderberg, K Simonyan, A Zisserman
2017   Deep Fully Convolutional Network-Based Spatial Distribution Prediction for Hyperspectral Image Classification  L Jiao, M Liang, H Chen, S Yang, H Liu, X Cao
2017   A Hyperspectral Image Classification Framework with Spatial Pixel Pair Features  L Ran, Y Zhang, W Wei, Q Zhang 
2017   Parking Space Detection Based on A Multi-task Deep Convolutional Network with Spatial Transform  H Tran Vu, CC Huang
2017   Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks  D Ienco, R Gaetano, C Dupaquier, P Maurel
2017   Analysis of spatial heterogeneity in normal epithelium and preneoplastic alterations in mouse prostate tumor models  M Valkonen, P Ruusuvuori, K Kartasalo, M Nykter
2017   Modeling Image Virality with Pairwise Spatial Transformer Networks  A Dubey, S Agarwal
2017   Toward high-performance online HCCR: a CNN approach with DropDistortion, path signature and spatial stochastic max-pooling  S Lai, L Jin, W Yang
2017   Energy efficient HVAC control for an IPS-enabled large space in commercial buildings through dynamic spatial occupancy distribution  W Wang, J Chen, G Huang, Y Lu
2017   Deep Face Attributes Recognition Using Spatial Transformer Network  T Lianzhi, L Zhifeng, Q Yu
2017   Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis  JI Padilla
2017   Unsupervised learning of object landmarks by factorized spatial embeddings  J Thewlis, H Bilen, A Vedaldi
2017   Spatial and Angular Resolution Enhancement of Light Fields Using Convolutional Neural Networks  M Gul, BK Gunturk
2017   Disguised Face Identification (DFI) with Facial KeyPoints using Spatial Fusion Convolutional Network  A Singh, D Patil, GM Reddy, SN Omkar
2016   A Study on Spatial Analysis Using R-Based Deep Learning  SJ Park, KH Choi, J Park, JB Kim
2016   Spatial contrasting for deep unsupervised learning  E Hoffer, I Hubara, N Ailon
2016   Discovering Class-Specific Spatial Layouts for Scene Recognition  C Weng, H Wang, J Yuan, X Jiang
2016   A Deep Spatial Contextual Long-term Recurrent Convolutional Network for Saliency Detection  N Liu, J Han
2016   Human Centric Spatial Affordances for Improving Human Activity Recognition  DI Kim, E Martinson
2016   Saliency meets spatial quantization: A practical framework for large scale product search  S Qi, K Zawlin, H Zhang, X Wang, K Gao, L Yao
2016   Spatial contextual superpixel model for natural roadside vegetation classification  L Zhang, B Verma, D Stockwell
2016   Image retrieval by addition of spatial information based on histograms of triangular regions  N Ali, KB Bajwa, R Sablatnig, Z Mehmood
2016   Classifying spatial trajectories using representation learning  Y Endo, H Toda, K Nishida, J Ikedo
2016   Systems and methods for applying a convolutional network to spatial data  AS Heifets, I Wallach, M Dzamba
2016   A deep learning framework for hyperspectral image classification using spatial pyramid pooling  J Yue, S Mao, M Li
2016   Spatial encoding of visual words for image classification  D Liu, S Wang, F Porikli
2016   Learning Deep Generative Spatial Models for Mobile Robots  A Pronobis, RPN Rao
2016   Animal Behavior Video Classification by Spatial LSTM  HQ Nguyen, SP Kasthuri Arachchi, MWP Maduranga
2016   Deep Learning With Grouped Features for Spatial Spectral Classification of Hyperspectral Images  X Zhou, S Li, F Tang, K Qin, S Hu, S Liu
2016   Spatial Aggregation of Holistically-Nested Networks for Automated Pancreas Segmentation  HR Roth, L Lu, A Farag, A Sohn, RM Summers
2016   POL-SAR Image Classification Based on Wishart DBN and Local Spatial Information  F Liu, L Jiao, B Hou, S Yang
2016   Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN  S Wan, Y Lan, J Xu, J Guo, L Pang, X Cheng
2016   Warped Convolutions: Efficient Invariance to Spatial Transformations  JF Henriques, A Vedaldi
2016   Optical Flow Estimation using a Spatial Pyramid Network  A Ranjan, MJ Black
2016   Assessing diffusion of spatial features in deep belief networks  H Tosun, B Mitchell, J Sheppard
2016   Spatial Pyramid Pooling Networks For Image Processing  K He, J Sun, X Zhang, S Ren
2016   Modeling Spatial and Temporal Cues for Multi-label Facial Action Unit Detection  WS Chu, F De la Torre, JF Cohn
2016   Image-based Localization with Spatial LSTMs  F Walch, C Hazirbas, L Leal
2016   High Spatial Resolution Prediction  AY Aravkin, Y Kim
2016   System, Device, And Method Of Three-Dimensional Spatial User Authentication  A Turgeman, Z Levin
2015   Monte Carlo Integration Using Spatial Structure of Markov Random Field  M Yasuda
2015   Classification of Spatial Audio Location and Content Using Convolutional Neural Networks  T Hirvonen
2015   Image Representation Learning by Deep Appearance and Spatial Coding  B Liu, J Liu, Z Li, H Lu
2015   Deep Neural Networks for Above-Ground Detection in Very High Spatial Resolution Digital Elevation Models  D Marmanis, F Adam, M Datcu, T Esch, U Stilla
2015   Spatial Transformer Networks  M Jaderberg, K Simonyan, A Zisserman
2015   The attentive robot companion: learning spatial information from observation and verbal interaction  L Ziegler
2015   Method and System for Predicting Spatial and Temporal Distributions of Therapeutic Substance Carriers  S Ananda Yogendran
2015   Deep Convolutional Neural Networks for Object Extraction from High Spatial Resolution Remotely Sensed Imagery  Y Shu
2015   Convolutional Recurrent Neural Networks: Learning Spatial Dependencies for Image Representation  Z Zuo, B Shuai, G Wang, X Liu, X Wang, B Wang
2015   Recurrent Spatial Transformer Networks  SK Sønderby, CK Sønderby, L Maaløe, O Winther
2015   Discovering Spatial and Temporal Patterns in Climate Data Using Deep Learning  C Anderson, I Ebert
2015   Learning Visual Feature Spaces for Robotic Manipulation with Deep Spatial Autoencoders  C Finn, XY Tan, Y Duan, T Darrell, S Levine, P Abbeel
2015   Generative Image Modeling Using Spatial LSTMs  L Theis, M Bethge
2015   Cascaded Sparse Spatial Bins for Efficient and Effective Generic Object Detection  D Novotny, J Matas
2015   Deep Spatial Pyramid: The Devil is Once Again in the Details  BB Gao, XS Wei, J Wu, W Lin
2015   Learning representative and discriminative image representation by deep appearance and spatial coding  B Liu, J Liu, H Lu
2015   Learning by Observation Using Qualitative Spatial Relations  J Young, N Hawes
2014   The Spatial Complexity of Inhomogeneous Multi-layer Neural Networks  JC Ban, CH Chang
2014   Hyper-Spectral Image Analysis with Partially-Latent Regression and Spatial Markov Dependencies  A Deleforge, F Forbes, S Ba, R Horaud
2014   Systems View on Spatial Planning and Perception Based on Invariants in Agent-Environment Dynamics  B Mettler, Z Kong, B Li, J Andersh
2014   Integrating Stroke-Distribution Information Into Spatial Feature Extraction For Automatic Handwriting Recognition  RS Dixon, JG Dolfing, U Meier, JR Bellegarda
2014   Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification  X Peng, R Yan, B Zhao, H Tang, Z Yi
2014   The effects of spatial organization and student generation during self-regulated, online learning with domain overviews  C Stevens
2014   Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments  A Schwarz, C Huemmer, R Maas, W Kellermann