Juergen Gall
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Computer Science
Juergen Gall's Degrees
- PhD Computer Science ETH Zurich
- Masters Computer Science University of Bonn
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(Suggest an Edit or Addition)Juergen Gall'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
- SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences (2019) (796)
- Towards Understanding Action Recognition (2013) (710)
- Class-specific Hough forests for object detection (2009) (663)
- Hough Forests for Object Detection, Tracking, and Action Recognition (2011) (622)
- Real time head pose estimation with random regression forests (2011) (482)
- Random Forests for Real Time 3D Face Analysis (2013) (474)
- Motion capture using joint skeleton tracking and surface estimation (2009) (438)
- Real-time facial feature detection using conditional regression forests (2012) (437)
- Open Set Domain Adaptation (2017) (391)
- Real Time Head Pose Estimation from Consumer Depth Cameras (2011) (340)
- PoseTrack: A Benchmark for Human Pose Estimation and Tracking (2017) (317)
- MS-TCN: Multi-Stage Temporal Convolutional Network for Action Segmentation (2019) (316)
- A Hough transform-based voting framework for action recognition (2010) (307)
- Motion Capture of Hands in Action Using Discriminative Salient Points (2012) (298)
- SurfaceNet: An End-to-End 3D Neural Network for Multiview Stereopsis (2017) (292)
- Consumer Depth Cameras for Computer Vision (2013) (272)
- What makes a chair a chair? (2011) (269)
- Optimization and Filtering for Human Motion Capture (2010) (268)
- Human Pose Estimation Using Body Parts Dependent Joint Regressors (2013) (267)
- Hand Pose Estimation via Latent 2.5D Heatmap Regression (2018) (240)
- A Survey on Human Motion Analysis from Depth Data (2013) (239)
- Fast articulated motion tracking using a sums of Gaussians body model (2011) (219)
- Capturing Hands in Action Using Discriminative Salient Points and Physics Simulation (2015) (219)
- Markerless Motion Capture with unsynchronized moving cameras (2009) (215)
- Temporal Action Detection Using a Statistical Language Model (2016) (203)
- Does Human Action Recognition Benefit from Pose Estimation? (2011) (200)
- A Dual-Source Approach for 3D Pose Estimation from a Single Image (2015) (189)
- PoseTrack: Joint Multi-person Pose Estimation and Tracking (2016) (187)
- Weakly Supervised Action Learning with RNN Based Fine-to-Coarse Modeling (2017) (167)
- Spatio-Temporal Channel Correlation Networks for Action Classification (2018) (151)
- Markerless motion capture of interacting characters using multi-view image segmentation (2011) (150)
- Combined Region and Motion-Based 3D Tracking of Rigid and Articulated Objects (2010) (148)
- An end-to-end generative framework for video segmentation and recognition (2015) (148)
- Video-based reconstruction of animatable human characters (2010) (136)
- Incremental Learning of Random Forests for Large-Scale Image Classification (2016) (133)
- Coupled Action Recognition and Pose Estimation from Multiple Views (2012) (129)
- Markerless Motion Capture of Multiple Characters Using Multiview Image Segmentation (2013) (129)
- When will you do what? - Anticipating Temporal Occurrences of Activities (2018) (129)
- Multi-person Pose Estimation with Local Joint-to-Person Associations (2016) (128)
- Human Motion Prediction via Spatio-Temporal Inpainting (2018) (121)
- An Efficient Convolutional Network for Human Pose Estimation (2016) (116)
- NeuralNetwork-Viterbi: A Framework for Weakly Supervised Video Learning (2018) (107)
- Real-time sign language letter and word recognition from depth data (2011) (105)
- A 3-D Audio-Visual Corpus of Affective Communication (2010) (99)
- Pose for Action - Action for Pose (2016) (98)
- Weakly supervised learning of actions from transcripts (2016) (95)
- Outdoor human motion capture using inverse kinematics and von mises-fisher sampling (2011) (95)
- You Only Need Adversarial Supervision for Semantic Image Synthesis (2020) (88)
- Interactive object detection (2012) (88)
- Incremental Learning of NCM Forests for Large-Scale Image Classification (2014) (86)
- Depth Sweep Regression Forests for Estimating 3D Human Pose from Images (2014) (78)
- Variations of a Hough-Voting Action Recognition System (2010) (76)
- Material Classification Based on Training Data Synthesized Using a BTF Database (2014) (76)
- AVID: Adversarial Visual Irregularity Detection (2018) (76)
- Scalable multi-class object detection (2011) (71)
- Body Parts Dependent Joint Regressors for Human Pose Estimation in Still Images (2014) (70)
- Interacting and Annealing Particle Filters: Mathematics and a Recipe for Applications (2007) (70)
- Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints (2017) (70)
- Functional categorization of objects using real-time markerless motion capture (2011) (69)
- 3D Object Reconstruction from Hand-Object Interactions (2015) (68)
- Efficient Pose-Based Action Recognition (2014) (67)
- Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities (2011) (66)
- An object-dependent hand pose prior from sparse training data (2010) (66)
- Unsupervised Learning of Action Classes With Continuous Temporal Embedding (2019) (65)
- 2D Action Recognition Serves 3D Human Pose Estimation (2010) (64)
- Weakly Supervised Affordance Detection (2017) (61)
- Open Set Domain Adaptation for Image and Action Recognition (2019) (61)
- Two Stream 3D Semantic Scene Completion (2018) (57)
- Optimization and Filtering for Human Motion Capture A Multi-Layer Framework (2008) (54)
- A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation (2019) (54)
- Latent Hough Transform for Object Detection (2012) (54)
- An Introduction to Random Forests for Multi-class Object Detection (2011) (52)
- Drift-free tracking of rigid and articulated objects (2008) (51)
- From categories to subcategories: Large-scale image classification with partial class label refinement (2015) (51)
- Hough Forest-Based Facial Expression Recognition from Video Sequences (2010) (49)
- Consumer Depth Cameras for Computer Vision: Research Topics and Applications (2012) (45)
- A semantic occlusion model for human pose estimation from a single depth image (2015) (45)
- SCT: Set Constrained Temporal Transformer for Set Supervised Action Segmentation (2020) (41)
- Audio- and Gaze-driven Facial Animation of Codec Avatars (2020) (41)
- Backprojection Revisited: Scalable Multi-view Object Detection and Similarity Metrics for Detections (2010) (41)
- Cross-Modal Knowledge Distillation for Action Recognition (2019) (40)
- Structural Recurrent Neural Network (SRNN) for Group Activity Analysis (2018) (37)
- Joint Flow: Temporal Flow Fields for Multi Person Tracking (2018) (37)
- A Dual-Source Approach for 3D Human Pose Estimation from a Single Image (2017) (36)
- Metric Learning from Poses for Temporal Clustering of Human Motion (2012) (35)
- On-line Adaption of Class-specific Codebooks for Instance Tracking (2010) (35)
- A bag-of-words equivalent recurrent neural network for action recognition (2017) (35)
- Multi-Scale Interaction for Real-Time LiDAR Data Segmentation on an Embedded Platform (2020) (35)
- Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient Points (2014) (30)
- Holistic Large Scale Video Understanding (2019) (29)
- Temporal Action Segmentation from Timestamp Supervision (2021) (27)
- Tracking People in Broadcast Sports (2010) (27)
- Uncertainty-Aware Anticipation of Activities (2019) (27)
- Real time 3D head pose estimation: Recent achievements and future challenges (2012) (27)
- Fast Weakly Supervised Action Segmentation Using Mutual Consistency (2019) (25)
- Adaptation of Synthetic Data for Coarse-to-Fine Viewpoint Refinement (2015) (25)
- Robust Pose Estimation with 3D Textured Models (2006) (24)
- Hough Transform-based Mouth Localization for Audio-visual Speech Recognition (2009) (23)
- Unsupervised Video Representation Learning by Bidirectional Feature Prediction (2020) (23)
- Reconstructing Articulated Rigged Models from RGB-D Videos (2016) (21)
- Long Short View Feature Decomposition via Contrastive Video Representation Learning (2021) (21)
- Weakly Supervised Learning of Affordances (2016) (20)
- Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos (2020) (19)
- A comparison of 3d model-based tracking approaches for human motion capture in uncontrolled environments (2009) (17)
- Data-driven animation of hand-object interactions (2011) (17)
- Adaptive Token Sampling for Efficient Vision Transformers (2021) (17)
- A Comparison of Directional Distances for Hand Pose Estimation (2013) (17)
- Long-Term Anticipation of Activities with Cycle Consistency (2020) (17)
- One-Shot GAN: Learning to Generate Samples from Single Images and Videos (2021) (16)
- Clustered Stochastic Optimization for Object Recognition and Pose Estimation (2007) (16)
- Adaptive Binarization for Weakly Supervised Affordance Segmentation (2017) (16)
- Iterative Greedy Matching for 3D Human Pose Tracking from Multiple Views (2019) (16)
- Deep Learning for Non-Invasive Diagnosis of Nutrient Deficiencies in Sugar Beet Using RGB Images (2020) (16)
- Destination Flow for Crowd Simulation (2012) (16)
- Discovering Object Classes from Activities (2014) (15)
- Mining YouTube - A dataset for learning fine-grained action concepts from webly supervised video data (2019) (15)
- ATS: Adaptive Token Sampling For Efficient Vision Transformers (2021) (15)
- An Introduction to Interacting Simulated Annealing (2006) (15)
- Detection of Human Rights Violations in Images: Can Convolutional Neural Networks Help? (2017) (15)
- 3D CNNs with Adaptive Temporal Feature Resolutions (2020) (15)
- Convolutional Simplex Projection Network for Weakly Supervised Semantic Segmentation (2018) (14)
- Local Context Priors for Object Proposal Generation (2012) (14)
- Learning for Multi-view 3D Tracking in the Context of Particle Filters (2006) (13)
- A Dataset for Semantic Segmentation of Point Cloud Sequences (2019) (12)
- Evaluating Deep Convolutional Neural Networks for Material Classification (2017) (12)
- Pose Refinement Graph Convolutional Network for Skeleton-Based Action Recognition (2020) (12)
- 3D Semantic Scene Completion from a Single Depth Image Using Adversarial Training (2019) (12)
- 3D vision technology for capturing multimodal corpora: chances and challenges (2010) (9)
- Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives (2022) (9)
- FIFA: Fast Inference Approximation for Action Segmentation (2021) (9)
- 3D Pose Estimation from a Single Monocular Image (2015) (9)
- A BoW-equivalent Recurrent Neural Network for Action Recognition (2015) (9)
- Spatial-Temporal Consistency Network for Low-Latency Trajectory Forecasting (2021) (8)
- What Object Should I Use? - Task Driven Object Detection (2019) (8)
- Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos (2021) (8)
- Recursive Bayesian Filtering for Multiple Human Pose Tracking from Multiple Cameras (2020) (7)
- Weakly Supervised Action Segmentation Using Mutual Consistency (2019) (7)
- Acquisition of a 3D audio-visual corpus of affective speech (2010) (7)
- Sparsity Potentials for Detecting Objects with the Hough Transform (2012) (7)
- OASIS: Only Adversarial Supervision for Semantic Image Synthesis (2022) (7)
- Generating Novel Scene Compositions from Single Images and Videos (2021) (6)
- Human Motion Anticipation with Symbolic Label (2019) (6)
- Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation (2022) (6)
- On Evaluating Weakly Supervised Action Segmentation Methods (2020) (6)
- Enhancing Temporal Action Localization with Transfer Learning from Action Recognition (2019) (6)
- Rethinking 3-D LiDAR Point Cloud Segmentation. (2020) (6)
- Introduction to the special issue on visual understanding and applications with RGB-D cameras (2014) (6)
- Hough-based object detection with grouped features (2014) (5)
- PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking (2022) (5)
- JointFlow: Temporal Flow Fields for Multi Person Pose Estimation (2018) (5)
- Sequence Prediction Using Spectral RNNs (2018) (5)
- Adversarial Synthesis of Human Pose from Text (2020) (4)
- Model-Based Motion Capture for Crash Test Video Analysis (2008) (4)
- Recurrent Residual Learning for Action Recognition (2017) (4)
- Real-Time Semantic Segmentation with Label Propagation (2016) (4)
- Material Classification in theWild: Do Synthesized Training Data Generalise Better than Real-world Training Data? (2017) (4)
- Bonn Activity Maps: Dataset Description (2019) (4)
- Harvesting Information from Captions for Weakly Supervised Semantic Segmentation (2019) (3)
- Weak supervision for detecting object classes from activities (2017) (3)
- Ex Paucis Plura: Learning Affordance Segmentation from Very Few Examples (2018) (3)
- Towards Better Adversarial Synthesis of Human Images from Text (2021) (3)
- Special issue on cross-media big data analytics (2017) (3)
- Thinking Outside the Box: Spatial Anticipation of Semantic Categories (2017) (3)
- Projected-point-based Segmentation: A New Paradigm for LiDAR Point Cloud Segmentation (2020) (3)
- Handcrafting vs Deep Learning : An Evaluation of NTraj + Features for Pose Based Action Recognition (2016) (3)
- Data-Driven Manifolds for Outdoor Motion Capture (2011) (3)
- Pattern Recognition (2015) (3)
- Viewpoint refinement and estimation with adapted synthetic data (2018) (3)
- Keypoint Message Passing for Video-based Person Re-Identification (2021) (3)
- Multiple Instance Triplet Loss for Weakly Supervised Multi-Label Action Localisation of Interacting Persons (2021) (2)
- Joint Viewpoint and Keypoint Estimation with Real and Synthetic Data (2019) (2)
- Efficient Single-View 3D Co-segmentation Using Shape Similarity and Spatial Part Relations (2016) (2)
- Hierarchical Graph-Rnns for Action Detection of Multiple Activities (2019) (2)
- Intention-based Long-Term Human Motion Anticipation (2021) (2)
- Direct Shot Correspondence Matching (2018) (2)
- One-Shot Synthesis of Images and Segmentation Masks (2022) (1)
- Dual Pyramid Generative Adversarial Networks for Semantic Image Synthesis (2022) (1)
- Accurate and Model-free Pose Estimation of Crash Test Dummies (2006) (1)
- Unifying Part Detection and Association for Recurrent Multi-Person Pose Estimation (2019) (1)
- Temporal Action Labeling using Action Sets (2017) (1)
- Cooking in the kitchen: Recognizing and Segmenting Human Activities in Videos (2015) (1)
- Learning to Generate Novel Scene Compositions from Single Images and Videos (2021) (1)
- MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation (2023) (1)
- Human Pose as Context for Object Detection (2015) (1)
- Discovering Multi-Label Actor-Action Association in a Weakly Supervised Setting (2021) (1)
- Using Visual Anomaly Detection for Task Execution Monitoring (2021) (1)
- REAL TIME 3 D HEAD POSE ESTIMATION : RECENT ACHIEVEMENTS AND FUTURE CHALLENGES (2012) (1)
- Discovering Latent Classes for Semi-supervised Semantic Segmentation (2019) (1)
- Training Sources 3 D Normalized Pose Space 2 D Normalized Pose Space KD-Tree Input Image 2 D Pose Estimation 3 D Pose Reconstruction Retrieved 3 D Nearest Neighbours Motion Capture Dataset Annotated 2 (2017) (0)
- Adaptive Inverse Transform Sampling For Efficient Vision Transformers (2022) (0)
- Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021) (2023) (0)
- Taylor Swift: Taylor Driven Temporal Modeling for Swift Future Frame Prediction (2021) (0)
- HumanRcoarseR poseRdiscretization ( labels ) 3 DRModelRfine poseRdiscretization ( angles ) AnnotationRimage 45 ° (2015) (0)
- Unifying Part Detection And Association For Multi-person Pose Estimation (2019) (0)
- Are good local minima wide in sparse recovery? (2018) (0)
- Location-aware Adaptive Denormalization: A Deep Learning Approach For Wildfire Danger Forecasting (2022) (0)
- End-to-End Single Shot Detector Using Graph-Based Learnable Duplicate Removal (2022) (0)
- PoseTrackReID: Dataset Description (2020) (0)
- 3D Noise and Adversarial Supervision Is All You Need for Multi-modal Semantic Image Synthesis (2020) (0)
- Guest Editors' Introduction: Special issue on deep learning with applications to visual representation and analysis (2016) (0)
- Workshop on Interactive and Adaptive Learning in an Open World (2018) (0)
- Source ( synthetic ) Target ( real ) feature dimension 1 feature dim ension (2017) (0)
- Optimizing over a set of manifolds (2010) (0)
- Level Selector Network for Optimizing Accuracy-Specificity Trade-Offs (2019) (0)
- Random Forests for Real Time 3D Face Analysis (2012) (0)
- Mining YouTube-Learning action classes from unlabeled videos (2018) (0)
- Reconstruction of Human Motion (2015) (0)
- Supplementary Material: Intention-based Long-Term Human Motion Anticipation (2021) (0)
- Pose for Action – Action for Pose Supplementary Material (2017) (0)
- Supplementary Document: 3D CNNs with Adaptive Temporal Feature Resolution (2021) (0)
- Recurrent Transformer Variational Autoencoders for Multi-Action Motion Synthesis (2022) (0)
- Self-supervised Learning for Unintentional Action Prediction (2022) (0)
- Robust Action Segmentation from Timestamp Supervision (2022) (0)
- Capturing Hands in Action Using Discriminative Salient Points and Physics Simulation (2016) (0)
- Coupled Action Recognition and Pose Estimation from Multiple Views (2012) (0)
- SRIKANTHA , GALL : HUMAN POSE AS CONTECT FOR OBJECT DETECTION 3 3 Object Detection (2015) (0)
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