Deep Learning Publication Navigator - subtopic: shape


Year TitleAuthor
2017   Spectral Shape Classification: A Deep Learning Approach  M Masoumi, AB Hamza
2017   Shape Features based Content-based Image Retrieval using Deep Convolution Neural Network  MP DD, SG Bhirud, VD Katkar 
2017   Shape Priors for Real-Time Monocular Object Localization in Dynamic Environments  JK Murthy, S Sharma, KM Krishna
2017   Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55  L Yi, H Su, L Shao, M Savva, H Huang, Y Zhou 
2017   South African Sign Language Hand Shape and Orientation Recognition on Mobile Devices Using Deep Learning  K Jacobs
2017   Deep Image-to-Image Recurrent Network with Shape Basis Learning for Automatic Vertebra Labeling in Large-Scale 3D CT Volumes  D Yang, T Xiong, D Xu, SK Zhou, Z Xu, M Chen
2017   DeformNet: Free-Form Deformation Network for 3D Shape Reconstruction from a Single Image  A Kurenkov, J Ji, A Garg, V Mehta, JY Gwak, C Choy
2017   Deep Learning with Geodesic Moments for 3D Shape Classification  L Luciano, AB Hamza
2017   1. Traffic Sign Recognition in Nature by Integration Shape Structure with Deep Learning  J Yang 
2017   Learning local shape descriptors with view-based convolutional networks  H Huang, E Kalogerakis, S Chaudhuri, D Ceylan
2017   Balance the nodule shape and surroundings: a new multichannel image based convolutional neural network scheme on lung nodule diagnosis  W Sun, B Zheng, X Huang, W Qian
2017   Joint deep shape and appearance learning: application to optic pathway glioma segmentation  A Mansoor, I Li, RJ Packer, RA Avery, MG Linguraru
2017   3D Shape Recognition and Retrieval based on Multi-modality Deep Learning  S Bu, L Wang, P Han, Z Liu, K Li
2017   Deep Learning Approaches to 3D Shape Completion  P Sharma, J Cingel
2017   SVF-Net: Learning Deformable Image Registration Using Shape Matching  MM Rohé, M Datar, T Heimann, M Sermesant
2017   Geometric deep learning for shape analysis  D Boscaini
2017   Fusing Texture, Shape and Deep Model-Learned Information at Decision Level for Automated Classification of Lung Nodules on Chest CT  Y Xie, J Zhang, Y Xia, M Fulham, Y Zhang 
2017   Deep Nonlinear Metric Learning for 3-D Shape Retrieval  J Xie, G Dai, F Zhu, L Shao, Y Fang
2017   Shape and Material from Sound  Q Li, Z Huang, J Wu, J Tenenbaum, B Freeman 
2017   Initial Shape Pool Construction for Facial Landmark Localization under Occlusion  X Wu, J Zhou, Y Pan
2017   Deep neural network using color and synthesized three-dimensional shape for face recognition  SM Rhee, BI Yoo, JJ Han, W Hwang
2017   Hierarchical Detail Enhancing Mesh-Based Shape Generation with 3D Generative Adversarial Network  C Jiang, P Marcus
2017   A deep learning framework for causal shape transformation  KG Lore, D Stoecklein, M Davies 
2017   Deep Adversarial 3D Shape Net  C Lin, D Liu, A Kelly
2017   Texture Characterization by Using Shape Co-occurrence Patterns  GS Xia, G Liu, X Bai, L Zhang
2017   Sequential Dual Deep Learning with Shape and Texture Features for Sketch Recognition  Q Jia, M Yu, X Fan, H Li
2017   3D Shape Reconstruction from Sketches via Multi-view Convolutional Networks  Z Lun, M Gadelha, E Kalogerakis, S Maji, R Wang
2017   The shape variational autoencoder: A deep generative model of part-segmented 3D objects  C Nash, CKI Williams
2017   Optimizing the Cervix Cytological Examination based on Deep Learning and Dynamic Shape Modelling  A Tareef, Y Song, H Huang, Y Wang, D Feng, M Chen
2017   Marginal shape deep learning: applications to pediatric lung field segmentation  A Mansoor, JJ Cerrolaza, G Perez, E Biggs, G Nino
2017   GRASS: Generative Recursive Autoencoders for Shape Structures  J Li, K Xu, S Chaudhuri, E Yumer, H Zhang, L Guibas
2017   Shape Completion using Deep Boltzmann Machine  Z Wang, Q Wu
2016   Shape Completion with Recurrent Memory  X Yang, L Yu, L Wu, D Ni, PA Heng
2016   Discriminative Shape Feature Pooling in Deep Convolutional Networks for Visual Classification  C Dixit
2016   Unsupervised 3D shape segmentation and co-segmentation via deep learning  Z Shu, C Qi, L Liu, S Xin, C Hu, L Wang, Y Zhang
2016   Shape Completion Enabled Robotic Grasping  J Varley, C DeChant, A Richardson, A Nair, J Ruales
2016   3D Shape Retrieval Using a Single Depth Image from Low-cost Sensors  J Feng, Y Wang, SF Chang
2016   VConv-DAE: Deep Volumetric Shape Learning Without Object Labels  A Sharma, O Grau, M Fritz
2016   Linear Discrimination Dictionary Learning for Shape Descriptors  M Wang, J Xie, F Zhu, Y Fang
2016   Local shape feature fusion for improved matching, pose estimation and 3D object recognition  AG Buch, HG Petersen, N Krüger
2016   Deep Shape from a Low Number of Silhouettes  X Di, R Dahyot, M Prasad
2016   Improved Shape Parameter Estimation in K Clutter with Neural Networks and Deep Learning  JRM Fernández, JCB Vidal
2016   Deep Action Sequence Learning for Causal Shape Transformation  KG Lore, D Stoecklein, M Davies
2016   3D Shape Segmentation with Projective Convolutional Networks  E Kalogerakis, M Averkiou, S Maji, S Chaudhuri
2016   Heat Diffusion Long-Short Term Memory Learning for 3D Shape Analysis  F Zhu, J Xie, Y Fang
2016   Deep Learning 3D Shape Surfaces Using Geometry Images  A Sinha, J Bai, K Ramani
2016   Deep Part-Based Generative Shape Model with Latent Variables  A Kirillov, M Gavrikov, E Lobacheva, A Osokin
2016   Deep Learning for Shape Analysis  M Bronstein, E Kalogerakis, E Rodola, J Masci
2016   Deep learning the dynamic appearance and shape of facial action units  S Jaiswal, MF Valstar
2016   DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild  RA Güler, G Trigeorgis, E Antonakos, P Snape
2016   Monocular 3D shape reconstruction using deep neural networks  Q Rao, L Krüger, K Dietmayer
2016   3D Shape Induction from 2D Views of Multiple Objects  M Gadelha, S Maji, R Wang
2016   DeepShape: Deep-Learned Shape Descriptor for 3D Shape Retrieval  J Xie, G Dai, F Zhu, E Wong, Y Fang
2016   Deep Spectral-Based Shape Features for Alzheimer's Disease Classification  M Shakeri, H Lombaert, S Tripathi, S Kadoury
2016   Deep Learning Guided Partitioned Shape Model for Anterior Visual Pathway Segmentation  A Mansoor, J Cerrolaza, R Idrees, E Biggs, M Alsharid
2015   Analysis and synthesis of 3D shape families via deep‐learned generative models of surfaces  H Huang, E Kalogerakis, B Marlin
2015   Sketch-based 3D Shape Retrieval using Convolutional Neural Networks  F Wang, L Kang, Y Li
2015   Non-parametric Spectral Model for Shape Retrieval  A Gasparetto, G Minello, A Torsello
2015   Intensity-Depth Face Alignment Using Cascade Shape Regression  Y Cao, BL Lu
2015   Shape Feature Encoding via Fisher Vector for Efficient Fall Detection in Depth-Videos  M Aslan, A Sengur, Y Xiao, H Wang, MC Ince, X Ma
2015   Learning Shape Priors For Object Segmentation Via Neural Networks  S Safar, MH Yang
2015   A scalable spatiotemporal inference framework based on statistical shape analysis for natural ecosystem monitoring by remote sensing  X Liu, A Sharma, X Yang, N Nye
2015   DeepPano: Deep Panoramic Representation for 3-D Shape Recognition  B Shi, S Bai, Z Zhou, X Bai
2015   Multi-view Convolutional Neural Networks for 3D Shape Recognition  H Su, S Maji, E Kalogerakis, E Learned
2015   Iterative 3D shape classification by online metric learning  M Song, Z Sun, K Liu, X Lang
2015   Learning Discriminative Shape Statistics Distribution Features for Pedestrian Detection  J Shen, X Zuo, W Yang, H Yu, G Liu
2015   3D ShapeNets: A Deep Representation for Volumetric Shape Modeling  Z Wu, S Song, A Khosla, F Yu, L Zhang, X Tang, J Xiao
2015   Learning the Face Shape Models for Facial Landmark Detection in the Wild  Y Wu, Q Ji
2015   Responsive Web Design Toolkit: Hammering Websites Into Shape  K Tabor
2014   Indirect shape analysis for 3D shape retrieval  Z Liu, C Xie, S Bu, X Wang, J Han, H Lin, H Zhang
2014   Discriminative Deep Face Shape Model for Facial Point Detection  Y Wu, Q Ji
2014   Deep Learning Representation using Autoencoder for 3D Shape Retrieval  Z Zhu, X Wang, S Bai, C Yao, X Bai
2014   A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries  B Li, Y Lu, C Li, A Godil, T Schreck, M Aono
2014   Local deep feature learning framework for 3D shape  S Bu, P Han, Z Liu, J Han