Deep Learning Publication Navigator - subtopic: estimation

Year TitleAuthor
2017   Diagnosing deep learning models for high accuracy age estimation from a single image  J Xing, K Li, W Hu, C Yuan, H Ling
2017   Deep Auto-context Convolutional Neural Networks for Standard-Dose PET Image Estimation from Low-Dose PET/MRI  L Xiang, Y Qiao, D Nie, L An, Q Wang, D Shen
2017   Deep Refinement Convolutional Networks for Human Pose Estimation  I Marras, P Palasek, I Patras
2017   Training autoencoders for state estimation in smart grids  RMM Oliveira
2017   Computerized Bone Age Estimation Using Deep Learning Based Program: Evaluation of the Accuracy and Efficiency  JR Kim, WH Shim, HM Yoon, SH Hong, JS Lee
2017   Parallel Multiscale Autoregressive Density Estimation  S Reed, A Oord, N Kalchbrenner, SG Colmenarejo
2017   MS-UNIQUE: Multi-model and Sharpness-weighted Unsupervised Image Quality Estimation  M Prabhushankar, D Temel, G AlRegib
2017   Motion Estimation Using Visual Odometry and Deep Learning Localization  S Bag, V Venkatachalapathy, RW Ptucha
2017   Deep Globally Constrained MRFs for Human Pose Estimation  I Marras, P Palasek, I Patras
2017   Joint Transmission Map Estimation and Dehazing using Deep Networks  H Zhang, V Sindagi, VM Patel
2017   Learning Feature Pyramids for Human Pose Estimation  W Yang, S Li, W Ouyang, H Li, X Wang
2017   Long Short-Term Memory Network for Remaining Useful Life estimation  S Zheng, K Ristovski, A Farahat, C Gupta
2017   EMG-Based Estimation of Limb Movement Using Deep Learning With Recurrent Convolutional Neural Networks.  P Xia, J Hu, Y Peng 
2017   Pose Estimation of a Cuboid in a Controlled Environment with Deep Convolutional Neural Networks for an Industrial Application  A Froessl
2017   An Ensemble CNN2ELM for Age Estimation  M Duan, K Li, K Lia 
2017   Tropical Cyclone Intensity Estimation Using a Deep Convolutional Neural Network  R Pradhan, R Aygun, M Maskey, R Ramachandran 
2017   KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors  A Kumar, A Alavi, R Chellappa
2017   Structured SVM backpropagation to Convolutional Neural Network applying to Human Pose Estimation  P Witoonchart, P Chongstitvatana
2017   Human Pose Estimation based on Human Limbs  G Liang, X Lan, J Wang, N Zheng
2017   Towards Pose Estimation of 3D Objects in Monocular Images via Keypoint Detection  D Dwibedi
2017   DeepVel: deep learning for the estimation of horizontal velocities at the solar surface  AA Ramos, IS Requerey, N Vitas
2017   Mobile Stride Length Estimation with Deep Convolutional Neural Networks  J Hannink, T Kautz, C Pasluosta, J Barth, S Schulein
2017   End-to-End Disparity Estimation with Multi-granularity Fully Convolutional Network  G Yang, Z Deng 
2017   Age Estimation Method Based on Generative Adversarial Networks  XIN NING, W LI, L SUN 
2017   Blind High Dynamic Range Quality estimation by disentangling perceptual and noise features in images  NK Kottayil, G Valenzise, F Dufaux, I Cheng 
2017   Direct Estimation of Regional Wall Thicknesses via Residual Recurrent Neural Network  W Xue, IB Nachum, S Pandey, J Warrington, S Leung
2017   Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation  X Chen, G Wang, H Guo, C Zhang
2017   Road course estimation using deep learning on radar data  T Giese, J Klappstein, J Dickmann, C Wöhler
2017   Deep learning ensemble with asymptotic techniques for oscillometric blood pressure estimation  S Lee, JH Chang
2017   Homography Estimation From Image Pairs With Hierarchical Convolutional Networks  F Erlik Nowruzi, R Laganiere, N Japkowicz 
2017   Learning Temporal Features with CNNs for Monocular Visual Ego Motion Estimation  M Weber, C Rist, JM Zöllner
2017   Implementation of Multiple View Approach for Pose Estimation with an Eye-In-Hand Robotic System  K Li, C Zhuang, J Wu, Z Xiong
2017   Surface EMG based continuous estimation of human lower limb joint angles by using deep belief networks  J Chen, X Zhang, Y Cheng, N Xi 
2017   Designing Deep Convolutional Neural Networks for Continuous Object Orientation Estimation  K Hara, R Vemulapalli, R Chellappa
2017   Relative Camera Pose Estimation Using Convolutional Neural Networks  I Melekhov, J Kannala, E Rahtu
2017   Face-from-Depth for Head Pose Estimation on Depth Images  G Borghi, M Fabbri, R Vezzani, S Calderara 
2017   A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation  J Park, YW Tai, D Cho, IS Kweon
2017   Adversarial PoseNet: A Structure-aware Convolutional Network for Human Pose Estimation  Y Chen, C Shen, XS Wei, L Liu, J Yang
2017   Large-Scale Location-Aware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using Wi-Fi Fingerprinting Based on Deep Neural …  KS Kim, R Wang, Z Zhong, Z Tan, H Song, J Cha
2017   Estimation of task-related regions from default-mode networks in the real-time fMRI settings  DY Kim, JH Lee
2017   Remaining Useful Life Estimation in Prognostics Using Deep Convolution Neural Networks  X Li, Q Ding, JQ Sun 
2017   Perceptual Loss for Convolutional Neural Network Based Optical Flow Estimation  Z LU, ZHU Xiang, Q LIAO
2017   Human Pose Estimation using Global and Local Normalization  K Sun, C Lan, J Xing, W Zeng, D Liu, J Wang
2017   Motion Blur Kernel Estimation via Deep Learning.  X Xu, J Pan, YJ Zhang, MH Yang
2017   Large Vocabulary Automatic Chord Estimation Using Deep Neural Nets: Design Framework, System Variations and Limitations  J Deng, YK Kwok
2017   D2C: Deep cumulatively and comparatively learning for human age estimation  K Li, J Xing, W Hu, SJ Maybank
2017   Learning soft mask with DNN and DNN-SVM for multi-speaker DOA estimation using an acoustic vector sensor  D Wang, Y Zou, W Wang
2017   Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems  H Ye, GY Li, BHF Juang
2017   A Compromise Principle in Deep Monocular Depth Estimation  H Fu, M Gong, C Wang, D Tao
2017   Deep Optical Flow Estimation Via Multi-Scale Correspondence Structure Learning  S Zhao, X Li, OEF Bourahla
2017   Likelihood Estimation for Generative Adversarial Networks  H Eghbal
2017   Thin-Slicing Network: A Deep Structured Model for Pose Estimation in Videos  J Song, L Wang, L Van Gool, O Hilliges
2017   Bioinspired vision-only UAV attitude rate estimation using machine learning  M Mérida
2017   Building Occupancy Estimation with Environmental Sensors via CDBLSTM  Z Chen, R Zhao, Q Zhu, MK Masood, YC Soh, K Mao
2017   Towards Accurate Multi-person Pose Estimation in the Wild  G Papandreou, T Zhu, N Kanazawa, A Toshev
2017   Deep-learning trust estimation in multi-agent systems  C Balas, R Karlsen, P Muench, D Mikulski, N Al
2017   A comparison of perceptually motivated loss functions for binary mask estimation in speech separation  B Milner, D Websdale
2017   Self Adversarial Training for Human Pose Estimation  CJ Chou, JT Chien, HT Chen
2017   Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with Advanced LIGO Data  D George, EA Huerta 
2017   The Android-Based Acquisition and CNN-Based Analysis for Gaze Estimation in Eye Tracking  W Wen, T Chen, M Yang 
2017   Holistic Planimetric prediction to Local Volumetric prediction for 3D Human Pose Estimation  G Moon, JY Chang, Y Suh, KM Lee
2017   Method and apparatus for improved depth-map estimation  T El Dokor, J Cluster
2017   A novel deep learning-based approach to high-accuracy breast density estimation in digital mammography  CK Ahn, C Heo, H Jin, JH Kim
2017   On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation  VK Ithapu, SN Ravi, V Singh
2017   Small sample deep learning for newborn gestational age estimation  M Torres Torres, MF Valstar, C Henry, C Ward
2017   A combined multi-scale deep learning and random forests approach for direct left ventricular volumes estimation in 3D echocardiography  SY Dong, GN Luo, GX Sun, KQ Wang, HG Zhang
2017   Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation  J Egede, M Valstar, B Martinez
2017   Comparison of Two Approaches for Direct Food Calorie Estimation  T Ege, K Yanai
2017   On the Estimation of Children's Poses  G Sciortino, GM Farinella, S Battiato, M Leo, C Distante
2017   Predictor-Estimator: Neural Quality Estimation Based on Target Word Prediction for Machine Translation  H Kim, HY Jung, H Kwon, JH Lee, SH Na
2017   Image-Based Food Calorie Estimation Using Knowledge on Food Categories, Ingredients and Cooking Directions  T Ege, K Yanai
2017   Unsupervised Pose Estimation Across Domains  A Karpur, Q Huang
2017   Feature joint-state posterior estimation in factorial speech processing models using deep neural networks  M Khademian, MM Homayounpour
2017   Object Depth Estimation from a Single Image Using Fully Convolutional Neural Network  AJ Afifi, O Hellwich
2017   Stixel Estimation Methods And Systems  S Zeng
2017   Apparent Age Estimation with CNN  Z Zhang
2017   Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image  D Tome, C Russell, L Agapito
2017   Label-Sensitive Deep Metric Learning for Facial Age Estimation  H Liu, J Lu, J Feng, J Zhou
2017   Modulation Format Recognition and OSNR Estimation Using CNN-based Deep Learning  D Wang, M Zhang, Z Li, J Li, M Fu, Y Cui, X Chen
2017   “When Was This Picture Taken?”–Image Date Estimation in the Wild  E Müller, M Springstein, R Ewerth
2017   Deep Belief Networks Ensemble for Blood Pressure Estimation  S Lee, JH Chang
2017   Region-based Quality Estimation Network for Large-scale Person Re-identification  G Song, B Leng, Y Liu, C Hetang, S Cai 
2017   Learning a deep network with spherical part model for 3D hand pose estimation  TY Chen, PW Ting, MY Wu, LC Fu
2017   Masked Autoregressive Flow for Density Estimation  G Papamakarios, T Pavlakou, I Murray
2017   Self-Supervised Siamese Learning on Stereo Image Pairs for Depth Estimation in Robotic Surgery  M Ye, E Johns, A Handa, L Zhang, P Pratt, GZ Yang
2017   Multi-modal Face Pose Estimation with Multi-task Manifold Deep Learning  C Hong, J Yu 
2017   Estimation of the Botanical Composition of Clover-Grass Leys from RGB Images Using Data Simulation and Fully Convolutional Neural Networks  S Skovsen, M Dyrmann, AK Mortensen, KA Steen 
2017   AFEW for Valence and Arousal estimation In-The-Wild  J Kossaifi, G Tzimiropoulos, S Todorovic, M Pantic
2017   Deep Learning on Time-Frequency Representation for Heart Rate Estimation  MX Chen
2017   Estimation of the volume of the left ventricle from MRI images using deep neural networks  F Liao, X Chen, X Hu, S Song
2017   Crossing Nets: Dual Generative Models with a Shared Latent Space for Hand Pose Estimation  C Wan, T Probst, L Van Gool, A Yao
2017   Feature Extraction via Recurrent Random Deep Ensembles and its Application in Gruop-level Happiness Estimation  S Tang, Y Pan
2017   Vision-Based Assessment of Parkinsonism and Levodopa-Induced Dyskinesia with Deep Learning Pose Estimation  MH Li, TA Mestre, SH Fox, B Taati
2017   Age estimation from brain MRI images using deep learning  TW Huang, HT Chen, R Fujimoto, K Ito, K Wu, K Sato
2017   A New Parametric Kernel Estimation Technique for License Plate Image De-blurring  PSP Rao, RK Muthu
2017   A learned sparseness and IGMRF-based regularization framework for dense disparity estimation using unsupervised feature learning  S Nahar, MV Joshi
2017   Traffic Matrix Prediction and Estimation Based on Deep Learning for Data Center Networks  L Nie, D Jiang, L Guo, S Yu, H Song
2017   Region Ensemble Network: Improving Convolutional Network for Hand Pose Estimation  H Guo, G Wang, X Chen, C Zhang, F Qiao, H Yang
2017   A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets  C Leke, AR Ndjiongue, B Twala, T Marwala
2017   Shape-independent Hardness Estimation Using Deep Learning and a GelSight Tactile Sensor  W Yuan, C Zhu, A Owens, MA Srinivasan, EH Adelson
2017   VNect: Real-time 3D Human Pose Estimation with a Single RGB Camera  D Mehta, S Sridhar, O Sotnychenko, H Rhodin
2017   Deep Structured Learning for Facial Expression Intensity Estimation  R Walecki, O Rudovic, B Schuller, V Pavlovic, M Pantic
2017   Deep Structured Learning for Facial Action Unit Intensity Estimation  R Walecki, V Pavlovic, B Schuller, M Pantic
2017   Anomaly-tolerant Traffic Matrix Estimation via Prior Information Guided Matrix Completion  W Ye, L Chen, G Yang, H Dai, F Xiao
2017   Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources  A Bulat, G Tzimiropoulos
2017   PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes  Y Xiang, T Schmidt, V Narayanan, D Fox 
2017   FATAUVA-Net: An Integrated Deep Learning Framework for Facial Attribute Recognition, Action Unit Detection, and Valence-Arousal Estimation  WY Chang, SH Hsu, JH Chien
2017   Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation  S Lathuilière, R Juge, P Mesejo, R Munoz
2017   Hand3D: Hand Pose Estimation using 3D Neural Network  X Deng, S Yang, Y Zhang, P Tan, L Chang, H Wang
2017   Appearance based pedestrians' head pose and body orientation estimation using deep learning  M Raza, Z Chen, SU Rehman, W Peng, B Peng
2017   Improving Output Uncertainty Estimation and Generalization in Deep Learning via Neural Network Gaussian Processes  T Iwata, Z Ghahramani
2017   A new approach for mobile advertising Click-Through Rate estimation Based on Deep Belief Nets  JH CHEN, ZQ ZHAO, C ZHAO
2017   Head Pose Estimation Based on Robust Convolutional Neural Network  J Bao, M Ye
2017   Supervised local error estimation for nonlinear image registration using convolutional neural networks  KAJ Eppenhof, JPW Pluim
2017   A neural-dynamic architecture for concurrent estimation of object pose and identity  O Lomp, C Faubel, G Schöner
2017   I-vector estimation as auxiliary task for multi-task learning based acoustic modeling for automatic speech recognition  G Pironkov, S Dupont, T Dutoit
2017   Feasibility study for the non-invasive blood pressure estimation based on ppg morphology: normotensive subject study  H Shin, SD Min
2017   Imitation of human expressions based on emotion estimation by mental simulation  T Horii, Y Nagai, M Asada
2017   Head pose estimation algorithm based on deep learning  Y Cao, Y Liu
2017   Real-time yield estimation based on deep learning  M Rahnemoonfar, C Sheppard
2017   PoseTrack: A Benchmark for Human Pose Estimation and Tracking  M Andriluka, U Iqbal, A Milan, E Insafutdinov 
2017   Deep Learning-Based Food Calorie Estimation Method in Dietary Assessment  Y Liang, J Li
2017   End-to-End Musical Key Estimation Using a Convolutional Neural Network  F Korzeniowski, G Widmer
2017   Personalization of Saliency Estimation  B Yu, JJ Clark 
2017   Image Classification for Ground Traversability Estimation in Robotics  A Giusti 
2017   Deep Geo-constrained Auto-encoder for Non-landmark GPS Estimation  S Jiang, Y Kong, Y Fu 
2017   A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically  M Van Droogenbroeck 
2017   A Deep Learning Approach for Population Estimation from Satellite Imagery  C Robinson, F Hohman, B Dilkina
2017   Oblique Random Forest Ensemble via Least Square Estimation for Time Series Forecasting  X Qiu, L Zhang, PN Suganthan, GAJ Amaratunga
2016   Group-Aware Deep Feature Learning For Facial Age Estimation  H Liu, J Lu, J Feng, J Zhou
2016   Deep neural networks for precipitation estimation from remotely sensed information  Y Tao, X Gao, A Ihler, K Hsu, S Sorooshian
2016   Multi-Modal Neural Conditional Ordinal Random Fields for Agreement Level Estimation  N Rakicevic, O Rudovic, S Petridis, M Pantic
2016   ORGM: Occlusion Relational Graphical Model for Human Pose Estimation  L Fu, J Zhang, K Huang
2016   3D Human Pose Estimation via Deep Learning from 2D Annotations  E Brau, H Jiang
2016   Super-resolution via a fast deconvolution with kernel estimation  H Yu, TZ Huang, LJ Deng, XL Zhao
2016   Evaluation of Deep Learning based Pose Estimation for Sign Language Recognition  S Gattupalli, A Ghaderi, V Athitsos
2016   Age Estimation Based on Multi-Region Convolutional Neural Network  T Liu, J Wan, T Yu, Z Lei, SZ Li
2016   Personalization of Gaze Direction Estimation with Deep Learning  Z Tősér, RA Rill, K Faragó, LA Jeni, A Lőrincz
2016   Human pose estimation via convolutional part heatmap regression  A Bulat, G Tzimiropoulos
2016   An efficient trust estimation model for multi-agent systems using temporal difference learning  G Rishwaraj, SG Ponnambalam, LC Kiong
2016   Estimation of the Optimum Speed to Minimize the Driver Stress Based on the Previous Behavior  VC Magaña, MM Organero, JA Álvarez
2016   Software Effort Estimation Framework To Improve Organization Productivity Using Emotion Recognition Of Software Engineers In …  BP Rao, PS Ramaiah
2016   Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics  C Zhang, P Lim, AK Qin, KC Tan
2016   Historical Manuscript Production Date Estimation using Deep Convolutional Neural Networks  F Wahlberg, W Tomas, B Anders
2016   Spatiotemporal Graphs for Object Segmentation and Human Pose Estimation in Videos  D Zhang
2016   A Preliminary Study of the Suitability of Deep Learning to Improve LiDAR-Derived Biomass Estimation  J García
2016   Calorie Estimation From Fast Food Images  K Ruan, L Shao
2016   Fine-scale Surface Normal Estimation using a Single NIR Image  Y Yoon, G Choe, N Kim, JY Lee, IS Kweon
2016   Viewpoint Invariant 3D Human Pose Estimation with Recurrent Error Feedback  A Haque, B Peng, Z Luo, A Alahi, S Yeung, L Fei
2016   Deep Convolutional Neural Network Based Regression Approach for Estimation of Remaining Useful Life  GS Babu, P Zhao, XL Li
2016   Depth Estimation with Convolutional Conditional Random Field Network  Y Hua, H Tian
2016   Single image super-resolution via blind blurring estimation and anchored space mapping  X Zhao, Y Wu, J Tian, H Zhang
2016   Local shape feature fusion for improved matching, pose estimation and 3D object recognition  AG Buch, HG Petersen, N Krüger
2016   Recent Developments on 2D Pose Estimation From Monocular Images  A Bąk, M Kulbacki, J Segen, D Świątkowski
2016   Deep Learning Based Robust Human Body Segmentation for Pose Estimation from RGB-D Sensors  D Frank
2016   Fast Single Shot Detection and Pose Estimation  P Poirson, P Ammirato, CY Fu, W Liu, J Kosecka
2016   End-to-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation  W Yang, W Ouyang, H Li, X Wang
2016   SASE: RGB-Depth Database for Human Head Pose Estimation  I Lüsi, S Escarela, G Anbarjafari
2016   Improved Shape Parameter Estimation in K Clutter with Neural Networks and Deep Learning  JRM Fernández, JCB Vidal
2016   Actionness Estimation Using Hybrid Fully Convolutional Networks  L Wang, Y Qiao, X Tang, L Van Gool
2016   DeepSymmetry: Joint Symmetry and Depth Estimation using Deep Neural Networks  G Liu, C Yang, Z Li, D Ceylan, Q Huang
2016   Deep Feature Extraction from Trajectories for Transportation Mode Estimation  Y Endo, H Toda, K Nishida, A Kawanobe
2016   Synthesizing Training Images for Boosting Human 3D Pose Estimation  W Chen, H Wang, Y Li, H Su, D Lischinsk, D Cohen
2016   Evaluation of Deep Learning based Pose Estimation for Sign Language  S Gattupalli, A Ghaderi, V Athitsos
2016   Unsupervised convolutional neural networks for motion estimation  A Ahmadi, I Patras
2016   Deep Directed Generative Models with Energy-Based Probability Estimation  T Kim, Y Bengio
2016   Deep Age Distribution Learning for Apparent Age Estimation  Z Huo, X Yang, C Xing, Y Zhou, P Hou, J Lv, X Geng
2016   Human Pose Estimation using Deep Consensus Voting  I Lifshitz, E Fetaya, S Ullman
2016   Equitable development through deep learning: The case of sub-national population density estimation  P Doupe, E Bruzelius, J Faghmous, SG Ruchman
2016   Domain Adaptation For Formant Estimation Using Deep Learning  Y Dissen, J Keshet, J Goldberger, C Clopper
2016   Latent-Class Hough Forests for 6 DoF Object Pose Estimation  R Kouskouridas, A Tejani, A Doumanoglou, D Tang
2016   Deep Learning with PCANet for Human Age Estimation  DP Zheng, JX Du, WT Fan, J Wang, CM Zhai
2016   Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach  C Leke, T Marwala
2016   Towards Universal Spectral Rhythm Features: An Application to Dance Style, Meter and Tempo Estimation  A Gkiokas, V Katsouros, G Carayannis
2016   MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild  G Rogez, C Schmid
2016   Estimation of Deep Neural Networks Capabilities Using Polynomial Approach  P Rozycki, J Kolbusz, R Korostenskyi, BM Wilamowski
2016   A framework for parameter estimation and model selection in kernel deep stacking networks  T Welchowski, M Schmid
2016   A Hybrid Gaussian-Hmm-Deep-Learning Approach For Automatic Chord Estimation With Very Large Vocabulary  J Deng, YK Kwok
2016   DeepQA: Improving the estimation of single protein model quality with deep belief networks  R Cao, D Bhattacharya, J Hou, J Cheng
2016   Direct Estimation of Fiber Orientations Using Deep Learning in Diffusion Imaging  S Koppers, D Merhof
2016   3D Human Pose Estimation from a Single Image via Distance Matrix Regression  F Moreno
2016   Cost-Sensitive Deep Learning with Layer-Wise Cost Estimation  YA Chung, HT Lin
2016   DOC: Deep OCclusion Estimation from a Single Image  P Wang, A Yuille
2016   Deep Specialized Network for Illuminant Estimation  W Shi, CC Loy, X Tang
2016   Search-Based Depth Estimation via Coupled Dictionary Learning with Large-Margin Structure Inference  Y Zhang, R Ji, X Fan, Y Wang, F Guo, Y Gao, D Zhao
2016   Estimation of ambient light and transmission map with common convolutional architecture  YS Shin, Y Cho, G Pandey, A Kim
2016   Multi-Person Pose Estimation with Local Joint-to-Person Associations  U Iqbal, J Gall
2016   Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines  M Yasuda
2016   Highway and Residual Networks learn Unrolled Iterative Estimation  K Greff, RK Srivastava, J Schmidhuber
2016   Image noise level estimation based on higher-order statistics  MM Ghazi, H Erdogan
2016   Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Learn Neural Networks  S Zhang, H Jiang, L Dai
2016   Neural Autoregressive Distribution Estimation  B Uria, MA Côté, K Gregor, I Murray, H Larochelle
2016   DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model  E Insafutdinov, L Pishchulin, B Andres, M Andriluka
2016   Recurrent Human Pose Estimation  V Belagiannis, A Zisserman
2016   Network Coding with Crowdsourcing-Based Trajectory Estimation for Vehicular Networks  L Li, Z Yang, J Wang, S Zhang, Y Zhu
2016   Age Estimation Based on A Single Network with Soft Softmax of Aging Modeling  Z Tan, S Zhou, J Wan, Z Lei, SZ Li
2016   Apparent Age Estimation Using Ensemble of Deep Learning Models  RC Malli, M Aygun, HK Ekenel
2016   On accuracy estimation and comparison of results in biometric research  D Mery, Y Zhao, K Bowyer
2016   Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation  W Kehl, F Milletari, F Tombari, S Ilic, N Navab
2016   Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional Networks  M Mancini, G Costante, P Valigi, TA Ciarfuglia
2016   How smart does your profile image look? Intelligence estimation from social network profile images  X Wei, D Stillwell
2016   A Pairwise Algorithm Using Deep Stacking Network for Speech Separation and Pitch Estimation  X Zhang, H Zhang, S Nie, W Liu
2016   RotationNet: Learning Object Classification Using Unsupervised Viewpoint Estimation  A Kanezaki
2016   Stacked Hourglass Networks for Human Pose Estimation  A Newell, K Yang, J Deng
2016   Traffic Matrix Prediction and Estimation Based on Deep Learning in Large-scale IP Backbone Networks  L Nie, D Jiang, L Guo, S Yu
2016   Optical Flow Estimation using a Spatial Pyramid Network  A Ranjan, MJ Black
2016   CRF-CNN: Modeling Structured Information in Human Pose Estimation  X Chu, W Ouyang, H Li, X Wang
2016   Learning to Search on Manifolds for 3D Pose Estimation of Articulated Objects  Y Zhang, C Xu, L Cheng
2016   Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles  B Lakshminarayanan, A Pritzel, C Blundell
2016   3D Bounding Box Estimation Using Deep Learning and Geometry  A Mousavian, D Anguelov, J Flynn, J Kosecka
2016   Siamese Regression Networks with Efficient mid-level Feature Extraction for 3D Object Pose Estimation  A Doumanoglou, V Balntas, R Kouskouridas, TK Kim
2016   A Framework for Human Pose Estimation in Videos  D Zhang, M Shah
2016   Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks  A Mousavian, H Pirsiavash, J Kosecka
2016   Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach  G You, S Park, D Oh
2016   Learning rich features from objectness estimation for human lying-pose detection  DX Xia, SZ Su, LC Geng, GX Wu, SZ Li
2016   Rejecting Character Recognition Errors Using CNN Based Confidence Estimation  P LI, L PENG, J WEN
2016   A Reduced Feature Set for Driver Head Pose Estimation  K Diaz
2016   Stride Length Estimation with Deep Learning  J Hannink, T Kautz, CF Pasluosta, J Barth, S Schülein
2016   Estimation of effective temperatures in quantum annealers for sampling applications: A case study with possible applications in deep learning  M Benedetti, J Realpe
2016   Deep Neural Network-Based Noise Estimation for Robust ASR in Dual-Microphone Smartphones  I López
2016   Human Pose Estimation in Space and Time using 3D CNN  A Grinciunaite, A Gudi, E Tasli, M Uyl
2016   A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection  M Nicolau, J McDermott
2016   A novel comparative deep learning framework for facial age estimation  FS Abousaleh, T Lim, WH Cheng, NH Yu, MA Hossain
2016   Exploring Representation Learning With CNNs for Frame-to-Frame Ego-Motion Estimation  G Costante, M Mancini, P Valigi, TA Ciarfuglia
2016   A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness  A Mozaffari, KA Scott, NL Azad
2016   State-Space Model with Deep Learning for Functional Dynamics Estimation in Resting-State fMRI  HI Suk, CY Wee, SW Lee, D Shen
2016   Structured Feature Learning for Pose Estimation  X Chu, W Ouyang, H Li, X Wang
2016   Deep Learning for Robust Normal Estimation in Unstructured Point Clouds  A Boulch, R Marlet
2016   Estimation of effective temperatures in a quantum annealer: Towards deep learning applications  M Benedetti, A Perdomo
2016   Pose Estimation of Anime/Manga Characters: A Case for Synthetic Data  P Khungurn, D Chou
2016   Artificial bandwidth extension using deep neural network-based spectral envelope estimation and enhanced excitation estimation  Y Li, S Kang
2016   Human Pose Estimation from Monocular Images: A Comprehensive Survey  W Gong, X Zhang, J Gonzàlez, A Sobral, T Bouwmans
2016   Computational Face Reader based on Facial Attribute Estimation  X Shu, Y Cai, L Yang, L Zhang, J Tang
2016   Human Pose Estimation from Depth Images via Inference Embedded Multi-task Learning  K Wang, S Zhai, H Cheng, X Liang, L Lin
2016   Multi-view Self-supervised Deep Learning for 6D Pose Estimation in the Amazon Picking Challenge  A Zeng, KT Yu, S Song, D Suo, E Walker Jr
2016   Oscillometric Blood Pressure Estimation Based on Deep Learning  S Lee, JH Chang
2016   Survey of Human Pose Estimation Deep Learning Based Methods  EH Ahmed
2015   Image Orientation Estimation with Convolutional Networks  P Fischer, A Dosovitskiy, T Brox
2015   Hands Deep in Deep Learning for Hand Pose Estimation  M Oberweger, P Wohlhart, V Lepetit
2015   Hybrid Orthogonal Projection and Estimation (HOPE): A New Framework to Probe and Learn Neural Networks  S Zhang, H Jiang
2015   Application of Deep Neural Network in Estimation of the Weld Bead Parameters  S Keshmiri, X Zheng, CM Chew, CK Pang
2015   Multiclass classification based on a deep convolutional network for head pose estimation  CAI Ying, M YANG, LI Jun
2015   A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units  MH Rafiei, H Adeli
2015   Attributed Grammars for Joint Estimation of Human Attributes, Part and Pose  S Park, SC Zhu
2015   Deeply-Learned Feature for Age Estimation  X Wang, R Guo, C Kambhamettu
2015   Learning Descriptors for Object Recognition and 3D Pose Estimation  P Wohlhart, V Lepetit
2015   A Framework for Articulated Hand Pose Estimation and Evaluation  G Riegler, D Ferstl, M Rüther, H Bischof
2015   Flowing ConvNets for Human Pose Estimation in Videos  T Pfister, J Charles, A Zisserman
2015   The estimation and application of unnormalized statistical models  P Brakel
2015   Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation  S Li, W Zhang, AB Chan
2015   Efficient Monocular Pose Estimation for Complex 3D Models  A Rubio, M Villamizar, L Ferraz, A Penate
2015   Deep Learning based FACS Action Unit Occurrence and Intensity Estimation  A Gudi, HE Tasli, TM den Uyl, A Maroulis
2015   Human Age Estimation Method Robust to Camera Sensor and/or Face Movement  DT Nguyen, SR Cho, TD Pham, KR Park
2015   Face Alignment Assisted by Head Pose Estimation  H Yang, W Mou, Y Zhang, I Patras, H Gunes
2015   Multi-Scale Deep Networks and Regression Forests for Direct Bi-ventricular Volume Estimation  X Zhena, Z Wangb, A Islamc, M Bhadurid, I Chand
2015   A Facial Pose Estimation Algorithm Using Deep Learning  L Wu, K Wang, Y Ma, W Qi
2015   Estimation of effective temperatures in a quantum annealer and its impact in sampling applications: A case study towards deep learning applications  M Benedetti, J Realpe
2015   Deep Label Distribution Learning for Apparent Age Estimation  X Yang, BB Gao, C Xing, ZW Huo, XS Wei, Y Zhou
2015   DFDnet: Discriminant Face Descriptor Network for Facial Age Estimation  T Liu, Z Lei, J Wan, SZ Li
2015   Fast crowd density estimation with convolutional neural networks  M Fu, P Xu, X Li, Q Liu, M Ye, C Zhu
2015   Emotional Affect Estimation Using Video and EEG Data in Deep Neural Networks  A Frydenlund, F Rudzicz
2015   Spectral Mask Estimation Using Deep Neural Networks For Inter-Sensor Data Ratio Model Based Robust Doa Estimation  WQ Zheng, YX Zou, C Ritz
2015   Camera Elevation Estimation from a Single Mountain Landscape Photograph  J Vašícek, M Hradiš, F Radenovic, O Chum
2015   and Distance Robust Real-Time Traffic Light Detection Estimation using a single camera  M Diaz
2015   Speech Enhancement Based on Analysis–Synthesis Framework With Improved Pitch Estimation and Spectral Envelope Enhancement  B Liu, F Mo, J Tao
2015   Deep Multi-Patch Aggregation Network for Image Style, Aesthetics, and Quality Estimation  X Lu, Z Lin, X Shen, R Mech, JZ Wang
2015   An Effective Solution to Double Counting Problem in Human Pose Estimation  W Gong, Y Huang, J Gonzalez
2015   3D Pictorial Structures Revisited: Multiple Human Pose Estimation  V Belagiannis, S Amin, M Andriluka, B Schiele
2015   Interactions Between Gaussian Processes and Bayesian Estimation  YL Wang
2015   Human-Pose Estimation with Neural-Network Realization  KC Chan, CK Koh, CSG Lee
2015   Learning And-Or Models to Represent Context and Occlusion for Car Detection and Viewpoint Estimation  T Wu, B Li, SC Zhu
2015   A Deep Analysis on Age Estimation  I Huerta, C Fernández, C Segura, J Hernando, A Prati
2015   Globally Tuned Cascade Pose Regression via Back Propagation with Application in 2D Face Pose Estimation and Heart Segmentation in 3D CT Images  P Sun, JK Min, G Xiong
2015   MADE: Masked Autoencoder for Distribution Estimation  M Germain, K Gregor, I Murray, H Larochelle
2015   Using Distance Estimation and Deep Learning to Simplify Calibration in Food Calorie Measurement  P Kuhad, A Yassine, S Shirmohammadi
2015   Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization  M Probst, F Rothlauf
2015   Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties  G Poier, K Roditakis, S Schulter, D Michel, H Bischof
2015   Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation  X Fan, K Zheng, Y Lin, S Wang
2015   A Learning Framework for Age Rank Estimation based on Face Images with Scattering Transform  K Chang, C Chen
2015   VRank: Voting system on Ranking model for human age estimation  T Lim, KL Hua, HC Wang, KW Zhao, MC Hu
2015   Columnar Machine: Fast estimation of structured sparse codes  A Lőrincz, ZÁ Milacski, B Pintér, AL Verő
2015   Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos  T Pfister, K Simonyan, J Charles, A Zisserman
2015   Facial Action Units Intensity Estimation by the Fusion of Features with Multi-kernel Support Vector Machine  Z Ming, A Bugeau, JL Rouas, T Shochi
2015   Estimation of the Arterial Diameter in Ultrasound Images of the Common Carotid Artery  RM Menchón
2015   A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation  N Mayer, E Ilg, P Häusser, P Fischer, D Cremers
2015   In-plane face orientation estimation in still images  T Danisman, IM Bilasco
2015   A Distribution Adaptive Framework for Prediction Interval Estimation Using Nominal Variables  A Eetemadi, I Tagkopoulos
2015   Articulated Pose Estimation Using Hierarchical Exemplar-Based Models  J Liu, Y Li, P Allen, P Belhumeur
2015   Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation  S Kwak, M Cho, I Laptev
2015   A Collaborative Filtering Approach to Real-Time Hand Pose Estimation  C Choi, A Sinha, JH Choi, S Jang, K Ramani
2015   Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures  A Hernández
2015   Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video  X Zhou, M Zhu, S Leonardos, K Derpanis, K Daniilidis
2015   Automatic Age Estimation Based on Deep Learning Algorithm  Y Dong, Y Liu, S Lian
2015   Facial age estimation by using stacked feature composition and selection  Y Li, Z Peng, D Liang, H Chang, Z Cai
2015   Food Recognition and Leftover Estimation for Daily Diet Monitoring  G Ciocca, P Napoletano, R Schettini
2015   State of health estimation combining robust deep feature learning with support vector regression  LQ Qiao, LJ Xun
2015   Applying skip-gram word estimation and SVM-based classification for opinion mining Vietnamese food places text reviews  DH Phan, TD Cao
2014   Deep Convolutional Neural Fields for Depth Estimation from a Single Image  F Liu, C Shen, G Lin
2014   Hough Networks for Head Pose Estimation and Facial Feature Localization  G Riegler, D Ferstl, M Rüther, H Bischof
2014   Designing Deep Networks for Surface Normal Estimation  X Wang, DF Fouhey, A Gupta
2014   Age Estimation by Multi-scale Convolutional Network  D Yi, Z Lei, SZ Li
2014   Unsupervised feature learning on monaural DOA estimation using convolutional deep belief networks  Y Chen, M Zhu, N Epain, C Jin
2014   MoDeep: A Deep Learning Framework Using Motion Features for Human Pose Estimation  A Jain, J Tompson, Y LeCun, C Bregler
2014   Contour Motion Estimation for Asynchronous Event-Driven Cameras  F Barranco, C Fermuller, Y Aloimonos
2014   Mirex 2014 Audio Downbeat Estimation Evaluation: Db1  S Durand, JP Bello, B David, G Richard
2014   NICE: Non-linear Independent Components Estimation  L Dinh, D Krueger, Y Bengio
2014   Sensory Integration and Density Estimation  JG Makin, PN Sabes
2014   MatchBox: Indoor Image Matching via Box-like Scene Estimation  F Srajer, AG Schwing, M Pollefeys, T Pajdla
2014   Real-time object recognition and orientation estimation using an event-based camera and CNN  R Ghosh, A Mishra, G Orchard, NV Thakor
2014   3D Human Pose Estimation from Monocular Images with Deep Convolutional Neural Network  S Li, AB Chan