Cristian Sminchisescu

Cristian Sminchisescu's AcademicInfluence.com Rankings

Computer Science

#8201

World Rank

#8623

Historical Rank

Database

#5226

World Rank

#5426

Historical Rank

computer-science Degrees

Download Badge

Computer Science

Cristian Sminchisescu's Degrees

PhD Computer Science University of Bonn
Masters Computer Science University of Bonn
Bachelors Computer Science University of Bucharest

Similar Degrees You Can Earn

Why Is Cristian Sminchisescu Influential?

(Suggest an Edit or Addition)

(See a Problem?)

Cristian Sminchisescu's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments (2014) (1989)
CPMC: Automatic Object Segmentation Using Constrained Parametric Min-Cuts (2012) (649)
Semantic Segmentation with Second-Order Pooling (2012) (490)
Constrained parametric min-cuts for automatic object segmentation (2010) (485)
The Moving Pose: An Efficient 3D Kinematics Descriptor for Low-Latency Action Recognition and Detection (2013) (436)
Conditional models for contextual human motion recognition (2006) (380)
Covariance scaled sampling for monocular 3D body tracking (2001) (363)
Kinematic jump processes for monocular 3D human tracking (2003) (344)
Estimating Articulated Human Motion with Covariance Scaled Sampling (2003) (304)
Discriminative density propagation for 3D human motion estimation (2005) (282)
Twin Gaussian Processes for Structured Prediction (2010) (269)
Efficient Match Kernel between Sets of Features for Visual Recognition (2009) (261)
Matrix Backpropagation for Deep Networks with Structured Layers (2015) (242)
Latent structured models for human pose estimation (2011) (214)
Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes: The Importance of Multiple Scene Constraints (2018) (212)
Generative modeling for continuous non-linearly embedded visual inference (2004) (172)
Dynamic Eye Movement Datasets and Learnt Saliency Models for Visual Action Recognition (2012) (168)
Semantic Video Segmentation by Gated Recurrent Flow Propagation (2016) (168)
Self-Supervised Learning With Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera (2019) (168)
Deep Learning of Graph Matching (2018) (167)
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition (2013) (164)
GHUM & GHUML: Generative 3D Human Shape and Articulated Pose Models (2020) (158)
Selection and context for action recognition (2009) (147)
Conditional Random Fields for Contextual Human Motion Recognition (2005) (146)
Deep Multitask Architecture for Integrated 2D and 3D Human Sensing (2017) (146)
Object recognition as ranking holistic figure-ground hypotheses (2010) (146)
Reinforcement Learning for Visual Object Detection (2016) (143)
Object Recognition by Sequential Figure-Ground Ranking (2012) (127)
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction (2020) (125)
Learning Joint Top-Down and Bottom-up Processes for 3D Visual Inference (2006) (119)
Training Deformable Models for Localization (2006) (112)
Deep Network for the Integrated 3D Sensing of Multiple People in Natural Images (2018) (110)
Multiscale Symmetric Part Detection and Grouping (2009) (109)
Semi-supervised Hierarchical Models for 3D Human Pose Reconstruction (2007) (106)
Human Pose Estimation from Silhouettes - A Consistent Approach Using Distance Level Sets (2002) (105)
Fast algorithms for large scale conditional 3D prediction (2008) (96)
Optimal Contour Closure by Superpixel Grouping (2010) (95)
Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation (2014) (92)
Efficient Closed-Form Solution to Generalized Boundary Detection (2012) (88)
BM³E : Discriminative Density Propagation for Visual Tracking (2007) (85)
Support Kernel Machines for Object Recognition (2007) (84)
Human Appearance Transfer (2018) (83)
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows (2020) (80)
H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion (2021) (77)
Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation (2013) (74)
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration (2020) (73)
Range Conditioned Dilated Convolutions for Scale Invariant 3D Object Detection (2020) (72)
Training Deep Networks with Structured Layers by Matrix Backpropagation (2015) (71)
Random Fourier Approximations for Skewed Multiplicative Histogram Kernels (2010) (71)
RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection (2021) (71)
Semi-supervised learning and optimization for hypergraph matching (2011) (71)
People Tracking with the Laplacian Eigenmaps Latent Variable Model (2007) (66)
Structured output-associative regression (2009) (62)
Free-Form Region Description with Second-Order Pooling (2015) (59)
3D Human Sensing, Action and Emotion Recognition in Robot Assisted Therapy of Children with Autism (2018) (58)
Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths (2013) (58)
Hyperdynamics Importance Sampling (2002) (57)
3D Human Motion Analysis in Monocular Video Techniques and Challenges (2006) (55)
Calibration of Neural Networks using Splines (2020) (54)
ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary (2013) (53)
Deep Reinforcement Learning of Region Proposal Networks for Object Detection (2018) (53)
Fourier Kernel Learning (2012) (53)
Image segmentation by figure-ground composition into maximal cliques (2011) (53)
Second-order constrained parametric proposals and sequential search-based structured prediction for semantic segmentation in RGB-D images (2015) (52)
Canonical Skeletons for Shape Matching (2006) (52)
Spatio-Temporal Attention Models for Grounded Video Captioning (2016) (49)
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose (2021) (49)
Convex Multiple-Instance Learning by Estimating Likelihood Ratio (2010) (48)
Generalized Darting Monte Carlo (2007) (47)
Generalized Boundaries from Multiple Image Interpretations (2012) (46)
Efficient Hypergraph Clustering (2012) (45)
Probabilistic Joint Image Segmentation and Labeling (2011) (45)
Variational mixture smoothing for non-linear dynamical systems (2004) (44)
Building Roadmaps of Local Minima of Visual Models (2002) (44)
Video Object Segmentation by Salient Segment Chain Composition (2013) (43)
Consistency and coupling in human model likelihoods (2002) (40)
Building Roadmaps of Minima and Transitions in Visual Models (2004) (40)
Computer Vision – ECCV 2018 (2018) (38)
Structural SVM for visual localization and continuous state estimation (2009) (37)
Three-Dimensional Reconstruction of Human Interactions (2020) (36)
Photorealistic Monocular 3D Reconstruction of Humans Wearing Clothing (2022) (35)
BEHAVE: Dataset and Method for Tracking Human Object Interactions (2022) (34)
Composite Statistical Inference for Semantic Segmentation (2013) (32)
Chebyshev approximations to the histogram χ2 kernel (2012) (32)
Neural Descent for Visual 3D Human Pose and Shape (2020) (32)
Spatiotemporal Closure (2010) (30)
Semantic Segmentation with (2012) (29)
Conditional Visual Tracking in Kernel Space (2005) (28)
A Mode-Hopping MCMC sampler (2003) (28)
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers (2021) (28)
Optimal Image and Video Closure by Superpixel Grouping (2012) (28)
Spectral Latent Variable Models for Perceptual Inference (2007) (27)
Optimal inference for hierarchical skeleton abstraction (2004) (26)
Pictorial Human Spaces: How Well Do Humans Perceive a 3D Articulated Pose? (2013) (25)
A Robust Multiple Hypothesis Approach to Monocular Human Motion Tracking (2000) (25)
Greedy Block Coordinate Descent for Large Scale Gaussian Process Regression (2008) (24)
Relative Flatness and Generalization (2020) (24)
Learning Hierarchical Shape Models from Examples (2005) (24)
CPMC-3D-O2P: Semantic segmentation of RGB-D images using CPMC and Second Order Pooling (2013) (23)
Probabilistic Joint Image Segmentation and Labeling by Figure-Ground Composition (2014) (22)
Kernel Learning by Unconstrained Optimization (2009) (21)
Large Displacement 3D Scene Flow with Occlusion Reasoning (2015) (19)
Learning to Reconstruct 3 D Human Motion from Bayesian Mixtures of Experts . A Probabilistic Discriminative Approach (2004) (19)
Computer Vision – ECCV 2018 (2018) (18)
Human Synthesis and Scene Compositing (2019) (17)
Incremental model-based estimation using geometric constraints (2005) (16)
Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction (2019) (16)
Deep Reinforcement Learning for Active Human Pose Estimation (2020) (15)
Learning Complex 3D Human Self-Contact (2020) (13)
Embodied Visual Active Learning for Semantic Segmentation (2020) (13)
Multiple Instance Reinforcement Learning for Efficient Weakly-Supervised Detection in Images (2014) (13)
AIFit: Automatic 3D Human-Interpretable Feedback Models for Fitness Training (2021) (12)
Supervised Spectral Latent Variable Models (2009) (12)
Local Metrics for Multi-Object Tracking (2021) (11)
The Feature Selection Path in Kernel Methods (2010) (10)
HSPACE: Synthetic Parametric Humans Animated in Complex Environments (2021) (10)
A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes (2021) (9)
Pictorial Human Spaces: A Computational Study on the Human Perception of 3D Articulated Poses (2016) (9)
Large-Scale Data-Dependent Kernel Approximation (2017) (9)
Combining object orientation and dataflow modelling in the VISSION simulation system (1999) (9)
Fast mixing hyperdynamic sampling (2006) (8)
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation (2022) (8)
Image Segmentation by Discounted Cumulative Ranking on Maximal Cliques (2010) (8)
Computer Vision – ECCV 2018 (2018) (7)
Computer Vision – ECCV 2018 (2018) (7)
Chebyshev Approximations to the Histogram $\chi^2$ Kernel (2012) (6)
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks (2021) (6)
Density Propagation for Continuous Temporal Chains Generative and Discriminative Models (2004) (6)
Trajectory Optimization for Physics-Based Reconstruction of 3d Human Pose from Monocular Video (2022) (6)
Notes on the Symmetries of 2-Layer ReLU-Networks (2020) (6)
Feature-Based Pose Estimation (2011) (6)
Improving the scope of deformable model shape and motion estimation (2001) (6)
Computer Vision – ECCV 2018 (2018) (5)
Computer Vision – ECCV 2018 (2018) (5)
Incremental Model-Based Estimation Using Geometric Consistency Constraints (2001) (5)
Non-attracting Regions of Local Minima in Deep and Wide Neural Networks (2018) (5)
A Framework for Generic State Estimation in Computer Vision Applications (2001) (5)
A Linear Approximation to the chi^2 Kernel with Geometric Convergence (2012) (5)
Computer Vision – ECCV 2018 (2018) (4)
Parametric Image Segmentation of Humans with Structural Shape Priors (2015) (4)
Computer Vision – ECCV 2018 (2018) (4)
Post-hoc Calibration of Neural Networks (2020) (4)
A Reparameterization-Invariant Flatness Measure for Deep Neural Networks (2019) (4)
Predictable Robots for Autistic Children—Variance in Robot Behaviour, Idiosyncrasies in Autistic Children’s Characteristics, and Child–Robot Engagement (2021) (4)
Generating Scenarios with Diverse Pedestrian Behaviors for Autonomous Vehicle Testing (2021) (4)
Computer Vision – ECCV 2018 (2018) (3)
The Role of Mid-Level Shape Priors in Perceptual Grouping and Image Abstraction (2013) (3)
Differentiable Dynamics for Articulated 3d Human Motion Reconstruction (2022) (3)
Transformer-Based Learned Optimization (2022) (3)
A Framework for Symmetric Part Detection in Cluttered Scenes (2015) (3)
Computer Vision – ECCV 2018 (2018) (3)
Computer Vision – ECCV 2018 (2018) (3)
Perceptual Grouping Using Superpixels (2012) (3)
Computer Vision – ECCV 2018 (2018) (3)
Consistency Guided Scene Flow Estimation (2020) (3)
Computer Vision – ECCV 2018 (2018) (2)
Hierarchical Skeleton Abstraction (2004) (2)
Learning Random Kernel Approximations for Object Recognition (2012) (2)
Feature-Robustness, Flatness and Generalization Error for Deep Neural Networks (2019) (2)
Special Issue: Advances in Architectures and Theories for Computer Vision (2020) (2)
Computer Vision – ECCV 2018 (2018) (2)
A Linear Approximation to the χ 2 Kernel with Geometric Convergence 1 I NTRODUCTION (2013) (2)
Learning Online Multi-Sensor Depth Fusion (2022) (2)
Non-Linearly Embedded Visual Tracking (2003) (1)
Computer Vision – ECCV 2018 (2018) (1)
An Object-Oriented Approach to C++ Compiler Technology (1999) (1)
Relative Flatness and Generalization in the Interpolation Regime. (2020) (1)
PhoMoH: Implicit Photorealistic 3D Models of Human Heads (2022) (1)
ERA: Enhanced Rational Activations (2022) (1)
Structured 3D Features for Reconstructing Relightable and Animatable Avatars (2022) (1)
Probabilistic Joint Image Segmentation and Labeling by Figure-Ground Composition (2013) (0)
Hyperdynamic Sampling Hyperdynamic Sampling (2011) (0)
Special Issue: Advances in Architectures and Theories for Computer Vision (2020) (0)
New Results - Recognition (2004) (0)
An OO Approach to C++ Compiler Technology (1999) (0)
Qualitative 3D Surface Reconstruction from Images (2008) (0)
Post-hoc Calibration of Neural Networks by g-Layers (2020) (0)
Optimal Image and Video Closure by Superpixel Grouping (2012) (0)
Learning Online Multi-Sensor Depth Fusion Supplementary Material (2022) (0)
HandMap : Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision (2018) (0)
Multiple Hypothesis Smoothing for Non-Linear Models (2003) (0)
Object Recognition by Sequential Figure-Ground Ranking (2011) (0)
C ALIBRATION OF N EURAL N ETWORKS USING S PLINES (2021) (0)
Embodied Learning for Lifelong Visual Perception (2021) (0)
Deep Reinforcement Learning for Active Human Pose Estimation Supplementary Material (2020) (0)
Structured 3D Features for Reconstructing Controllable Avatars (2022) (0)
CSI : Composite Statistical Inference Techniques for Semantic Segmentation (2013) (0)
Computer Vision – ECCV 2018 (2018) (0)
New Results - Human detection and activity analysis (2005) (0)
Learning in Medical Image Databases (2007) (0)
Bidirectional Model Learning for Visual Inference (0)
Hyperdynamic Sampling 1 (0)
Organizing Committee and Area Chairs (2018) (0)
Hierarchical Models for 3 D Visual Inference (2007) (0)
Discriminating Against Unrealistic Interpolations in Generative Adversarial Networks (2022) (0)
UvA-DARE ( Digital Academic Repository ) Grounding Visual Explanations (2018) (0)
Constrained Parametric Proposals and Pooling Methods for Semantic Segmentation in RGB-D Images (2013) (0)
A Parallel Framework for Parametric Maximum Flow Problems in Image Segmentation (2015) (0)
Incremental Model-Based Estimation Using Geometric Constraints 1 (0)
Varied Realistic Autonomous Vehicle Collision Scenario Generation (2023) (0)
Pictorial Human Spaces: A Computational Study on the Human Perception of 3D Articulated Poses (2016) (0)
HUM3DIL: Semi-supervised Multi-modal 3D Human Pose Estimation for Autonomous Driving (2022) (0)