Deep Learning Publication Navigator - subtopic: synthetic


Year TitleAuthor
2017   Learning from Synthetic Humans  G Varol, J Romero, X Martin, N Mahmood, M Black
2017   SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation  M Alzantot, S Chakraborty, MB Srivastava
2017   Change detection by deep neural networks for synthetic aperture radar images  F Liao, E Koshelev, M Milton, Y Jin, E Lu
2017   Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics  J Mahler, J Liang, S Niyaz, M Laskey, R Doan, X Liu
2017   The Driver's Assistant: Utilising Synthetic Data Generation and Deep Learning for Traffic Sign Classification  AG Stergiou, A Clark
2017   Thermalnet: A Deep Convolutional Network For Synthetic Thermal Image Generation.  VV Kniaz, VS Gorbatsevich, VA Mizginov
2017   Change detection in multitemporal synthetic aperture radar images using dual-channel convolutional neural network  T Liu, Y Li, Y Cao, Q Shen 
2017   Using Synthetic Data to Improve Facial Expression Analysis With 3D Convolutional Networks  I Abbasnejad, S Sridharan, D Nguyen, S Denman 
2017   GMM-Based Synthetic Samples for Classification of Hyperspectral Images With Limited Training Data  AA Davari, E Aptoula, B Yanikoglu, A Maier, C Riess 
2017   Open set recognition of aircraft in aerial imagery using synthetic template models  AB Bapst, J Tran, MW Koch, MM Moya, R Swahn
2017   Deep Learning for Passive Synthetic Aperture Radar  B Yonel, E Mason, B Yazıcı
2017   Application of Deep Networks to Oil Spill Detection Using Polarimetric Synthetic Aperture Radar Images  G Chen, Y Li, G Sun, Y Zhang
2017   Transfer learning from synthetic to real images using variational autoencoders for robotic applications  T Inoue, S Chaudhury, G De Magistris, S Dasgupta
2017   Change Detection in Synthetic Aperture Radar Images Based on Fuzzy Restricted Boltzmann Machine  N Li, J Shi, M Gong
2017   Synthetic Iris Presentation Attack using iDCGAN  N Kohli, D Yadav, M Vatsa, R Singh, A Noore
2017   Deep Domain Adaptation Based Video Smoke Detection using Synthetic Smoke Images  G Xu, Y Zhang, Q Zhang, G Lin, J Wang
2017   Screening Mississippi River Levees Using Texture-Based and Polarimetric-Based Features from Synthetic Aperture Radar Data  L Dabbiru, JV Aanstoos, JE Ball, NH Younan
2017   A Novel Technique Based on Deep Learning and a Synthetic Target Database for Classification of Urban Areas in PolSAR Data  S De, L Bruzzone, A Bhattacharya, F Bovolo 
2017   Feature Mapping for Learning Fast and Accurate 3D Pose Inference from Synthetic Images  M Rad, M Oberweger, V Lepetit 
2017   The Classification of Synthetic Aperture Radar Image Target Based on Deep Learning  XY Chen, XY Peng, Y Peng, JB Li
2017   Synthetic Medical Images from Dual Generative Adversarial Networks  JT Guibas, TS Virdi, PS Li
2017   Examining the Effects of Supervision for Transfer from Synthetic to Real Driving Domains  V Madhavan
2017   The development of deep learning in synthetic aperture radar imagery  CP Schwegmann, W Kleynhans, BP Salmon
2017   Synthetic Aperture Radar Image Synthesis by Using Generative Adversarial Nets  J Guo, B Lei, C Ding, Y Zhang
2017   An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data  E Stromatias, M Soto, T Serrano
2017   Smart pathological brain detection by synthetic minority oversampling technique, extreme learning machine, and Jaya algorithm  YD Zhang, G Zhao, J Sun, X Wu, ZH Wang, HM Liu
2017   An event-based classifier for Dynamic Vision Sensor and synthetic data  E Stromatias, M Soto, T Serrano
2017   Multispectral signal processing of synthetic aperture acoustics for side attack explosive ballistic detection  B Murray, DT Anderson, RH Luke, K Williams
2017   Using a Synthetic Character Database for Training Deep Learning Models Applied to Offline Handwritten Recognition  J Sueiras, V Ruiz, Á Sánchez, JF Vélez
2017   On The Synthesis Of Machine Learning and Automated Reasoning For An Artificial Synthetic Organic Chemist  M Yadav
2017   On Pre-Trained Image Features and Synthetic Images for Deep Learning  S Hinterstoisser, V Lepetit, P Wohlhart, K Konolige 
2016   Enhancing Place Recognition using Joint Intensity-Depth Analysis and Synthetic Data  E Sizikova, VK Singh, B Georgescu, M Halber, K Ma
2016   A weakly supervised activity recognition framework for real-time synthetic biology laboratory assistance  C Lavania, S Thulasidasan, A LaMarca, J Scofield
2016   SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks  A Ghosh, B Bhattacharya, SBR Chowdhury
2016   Generating Synthetic Data for Text Recognition  P Krishnan, CV Jawahar
2016   3D Face Reconstruction by Learning from Synthetic Data  E Richardson, M Sela, R Kimmel
2016   Very deep learning for ship discrimination in Synthetic Aperture Radar imagery  CP Schwegmann, W Kleynhans, BP Salmon
2016   Target retrieval in large-scale and high-resolution synthetic aperture radar imagery based on deep learning and multi-scale saliency  S Tu, J Liao, Y Su
2016   Synthetic Data for Text Localisation in Natural Images  A Gupta, A Vedaldi, A Zisserman
2016   Pose Estimation of Anime/Manga Characters: A Case for Synthetic Data  P Khungurn, D Chou
2015   Generation Of Synthetic Structural Magnetic Resonance Images For Deep Learning Pre-Training  E Castro, A Ulloa, SM Plis, JA Turner, VD Calhoun
2015   A Top-Down Approach for a Synthetic Autobiographical Memory System  A Damianou, CH Ek, L Boorman, ND Lawrence
2015   Learning Classifiers from Synthetic Data Using a Multichannel Autoencoder  X Zhang, Y Fu, A Zang, L Sigal, G Agam
2015   Anatomical landmark detection in medical applications driven by synthetic data  G Riegler, M Urschler, M Rüther, H Bischof, D Stern
2015   Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained using a Mixture of Synthetic and Real Images with Dynamic Weighting  ZH Feng, G Hu, J Kittler, B Christmas, X Wu
2015   SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes  A Handa, V Patraucean, V Badrinarayanan, S Stent
2015   Change Detection in Synthetic Aperture Radar Images Based on Deep Neural Networks  M Gong, J Zhao, J Liu, Q Miao, L Jiao
2015   Sparse Robust Filters for Scene Classification of Synthetic Aperture Radar (SAR) Images  S Yang, M Wang, H Long, Z Liu