Year  Title  Author 
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 Autocontext Convolutional Neural Networks for StandardDose PET Image Estimation from LowDose 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

MSUNIQUE: Multimodel and Sharpnessweighted 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 ShortTerm Memory Network for Remaining Useful Life estimation 
S Zheng, K Ristovski, A Farahat, C Gupta

2017

EMGBased 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 HCNN 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

EndtoEnd Disparity Estimation with Multigranularity 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 EyeInHand 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

FacefromDepth for Head Pose Estimation on Depth Images 
G Borghi, M Fabbri, R Vezzani, S Calderara

2017

A Unified Approach of Multiscale Deep and Handcrafted Features for Defocus Estimation 
J Park, YW Tai, D Cho, IS Kweon

2017

Adversarial PoseNet: A Structureaware Convolutional Network for Human Pose Estimation 
Y Chen, C Shen, XS Wei, L Liu, J Yang

2017

LargeScale LocationAware Services in Access: Hierarchical Building/Floor Classification and Location Estimation using WiFi Fingerprinting Based on Deep Neural … 
KS Kim, R Wang, Z Zhong, Z Tan, H Song, J Cha

2017

Estimation of taskrelated regions from defaultmode networks in the realtime 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 DNNSVM for multispeaker 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 MultiScale Correspondence Structure Learning 
S Zhao, X Li, OEF Bourahla

2017

Likelihood Estimation for Generative Adversarial Networks 
H Eghbal

2017

ThinSlicing Network: A Deep Structured Model for Pose Estimation in Videos 
J Song, L Wang, L Van Gool, O Hilliges

2017

Bioinspired visiononly 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 Multiperson Pose Estimation in the Wild 
G Papandreou, T Zhu, N Kanazawa, A Toshev

2017

Deeplearning trust estimation in multiagent 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 Realtime Gravitational Wave Detection and Parameter Estimation with Advanced LIGO Data 
D George, EA Huerta

2017

The AndroidBased Acquisition and CNNBased 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 depthmap estimation 
T El Dokor, J Cluster

2017

A novel deep learningbased approach to highaccuracy 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 multiscale 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 HandCrafted 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

PredictorEstimator: Neural Quality Estimation Based on Target Word Prediction for Machine Translation 
H Kim, HY Jung, H Kwon, JH Lee, SH Na

2017

ImageBased 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 jointstate 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

LabelSensitive Deep Metric Learning for Facial Age Estimation 
H Liu, J Lu, J Feng, J Zhou

2017

Modulation Format Recognition and OSNR Estimation Using CNNbased 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

Regionbased Quality Estimation Network for Largescale Person Reidentification 
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

SelfSupervised 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

Multimodal Face Pose Estimation with Multitask Manifold Deep Learning 
C Hong, J Yu

2017

Estimation of the Botanical Composition of CloverGrass 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 InTheWild 
J Kossaifi, G Tzimiropoulos, S Todorovic, M Pantic

2017

Deep Learning on TimeFrequency 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 Gruoplevel Happiness Estimation 
S Tang, Y Pan

2017

VisionBased Assessment of Parkinsonism and LevodopaInduced 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 Deblurring 
PSP Rao, RK Muthu

2017

A learned sparseness and IGMRFbased 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 LearningCuckoo Search Method for Missing Data Estimation in HighDimensional Datasets 
C Leke, AR Ndjiongue, B Twala, T Marwala

2017

Shapeindependent Hardness Estimation Using Deep Learning and a GelSight Tactile Sensor 
W Yuan, C Zhu, A Owens, MA Srinivasan, EH Adelson

2017

VNect: Realtime 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

Anomalytolerant 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

FATAUVANet: An Integrated Deep Learning Framework for Facial Attribute Recognition, Action Unit Detection, and ValenceArousal Estimation 
WY Chang, SH Hsu, JH Chien

2017

Deep Mixture of Linear Inverse Regressions Applied to HeadPose 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 ClickThrough 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 neuraldynamic architecture for concurrent estimation of object pose and identity 
O Lomp, C Faubel, G Schöner

2017

Ivector estimation as auxiliary task for multitask learning based acoustic modeling for automatic speech recognition 
G Pironkov, S Dupont, T Dutoit

2017

Feasibility study for the noninvasive 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

Realtime 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 LearningBased Food Calorie Estimation Method in Dietary Assessment 
Y Liang, J Li

2017

EndtoEnd 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 Geoconstrained Autoencoder for Nonlandmark GPS Estimation 
S Jiang, Y Kong, Y Fu

2017

A TwoStep 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

GroupAware 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

MultiModal 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

Superresolution 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 MultiRegion 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 multiagent 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 LiDARDerived Biomass Estimation 
J García

2016

Calorie Estimation From Fast Food Images 
K Ruan, L Shao

2016

Finescale 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 superresolution 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 RGBD Sensors 
D Frank

2016

Fast Single Shot Detection and Pose Estimation 
P Poirson, P Ammirato, CY Fu, W Liu, J Kosecka

2016

EndtoEnd 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: RGBDepth 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 EnergyBased 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 subnational 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

LatentClass 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 HighDimensional Datasets: A Swarm IntelligenceDeep 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

MoCapguided 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 GaussianHmmDeepLearning 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

CostSensitive Deep Learning with LayerWise 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

SearchBased Depth Estimation via Coupled Dictionary Learning with LargeMargin 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

MultiPerson Pose Estimation with Local JointtoPerson 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 higherorder 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 MultiPerson Pose Estimation Model 
E Insafutdinov, L Pishchulin, B Andres, M Andriluka

2016

Recurrent Human Pose Estimation 
V Belagiannis, A Zisserman

2016

Network Coding with CrowdsourcingBased 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 RGBD 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 Largescale 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

CRFCNN: 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 midlevel 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

Realtime stateofhealth estimation for electric vehicle batteries: A datadriven approach 
G You, S Park, D Oh

2016

Learning rich features from objectness estimation for human lyingpose 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 NetworkBased Noise Estimation for Robust ASR in DualMicrophone 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 FrametoFrame EgoMotion 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 seaice thickness 
A Mozaffari, KA Scott, NL Azad

2016

StateSpace Model with Deep Learning for Functional Dynamics Estimation in RestingState 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 networkbased 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 Multitask Learning 
K Wang, S Zhai, H Cheng, X Liang, L Lin

2016

Multiview Selfsupervised 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

DeeplyLearned 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

MaximumMargin 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

MultiScale Deep Networks and Regression Forests for Direct Biventricular 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 InterSensor 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 RealTime 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 MultiPatch 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

HumanPose Estimation with NeuralNetwork Realization 
KC Chan, CK Koh, CSG Lee

2015

Learning AndOr 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 OneShot 3D Hand Pose Estimation by Exploiting Uncertainties 
G Poier, K Roditakis, S Schulter, D Michel, H Bischof

2015

Combining Local Appearance and Holistic View: DualSource 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 Multikernel 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

Inplane 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 ExemplarBased Models 
J Liu, Y Li, P Allen, P Belhumeur

2015

ThinSlicing for Pose: Learning to Understand Pose without Explicit Pose Estimation 
S Kwak, M Cho, I Laptev

2015

A Collaborative Filtering Approach to RealTime Hand Pose Estimation 
C Choi, A Sinha, JH Choi, S Jang, K Ramani

2015

PoseletBased 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 skipgram word estimation and SVMbased 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 Multiscale 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 EventDriven 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: Nonlinear 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 Boxlike Scene Estimation 
F Srajer, AG Schwing, M Pollefeys, T Pajdla

2014

Realtime object recognition and orientation estimation using an eventbased 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
