Coupled Generative Adversarial Network for Continuous Fine-grained Action Segmentation Sep 20, 2019 Action Segmentation Generative Adversarial Network
— Unverified Unsupervised Segmentation of Fire and Smoke from Infra-Red Videos Sep 18, 2019 Clustering Fire Detection
— Unverified Global Temporal Representation based CNNs for Infrared Action Recognition Sep 18, 2019 Action Recognition Optical Flow Estimation
— Unverified Deep End-to-End Alignment and Refinement for Time-of-Flight RGB-D Module Sep 17, 2019 Optical Flow Estimation
Code Code Available An Internal Learning Approach to Video Inpainting Sep 17, 2019 Optical Flow Estimation Video Inpainting
Code Code Available Motion Guided Attention for Video Salient Object Detection Sep 16, 2019 Object object-detection
Code Code Available Temporally Consistent Depth Prediction with Flow-Guided Memory Units Sep 16, 2019 Autonomous Driving Depth Estimation
— Unverified Learning Residual Flow as Dynamic Motion from Stereo Videos Sep 16, 2019 Depth And Camera Motion Motion Estimation
— Unverified Visuomotor Understanding for Representation Learning of Driving Scenes Sep 16, 2019 Optical Flow Estimation Representation Learning
— Unverified Multimodal Deep Models for Predicting Affective Responses Evoked by Movies Sep 16, 2019 Optical Flow Estimation
Code Code Available Human Following for Wheeled Robot with Monocular Pan-tilt Camera Sep 13, 2019 Optical Flow Estimation Visual Tracking
— Unverified Flow-Motion and Depth Network for Monocular Stereo and Beyond Sep 12, 2019 Depth Estimation Optical Flow Estimation
Code Code Available Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice Sep 9, 2019 Decoder Optical Flow Estimation
Code Code Available Video Interpolation and Prediction with Unsupervised Landmarks Sep 6, 2019 Decoder Motion Interpolation
— Unverified Multiple Object Tracking with Motion and Appearance Cues Sep 1, 2019 Multiple Object Tracking Object
— Unverified Parallel Unbalanced Optimal Transport Regularization for Large Scale Imaging Problems Aug 31, 2019 Optical Flow Estimation
— Unverified Small Obstacle Avoidance Based on RGB-D Semantic Segmentation Aug 30, 2019 Optical Flow Estimation Semantic Segmentation
— Unverified Multi-Stream Single Shot Spatial-Temporal Action Detection Aug 22, 2019 Action Detection Optical Flow Estimation
— Unverified Video-based Bottleneck Detection utilizing Lagrangian Dynamics in Crowded Scenes Aug 21, 2019 Optical Flow Estimation
— Unverified Cross-Enhancement Transform Two-Stream 3D ConvNets for Action Recognition Aug 19, 2019 Action Recognition Autonomous Driving
— Unverified In defense of OSVOS Aug 19, 2019 Depth Estimation Object
— Unverified Some Aspects of Geometric Computer Vision for Analysing Dynamical Scenes focusing Automotive Applications Aug 19, 2019 Optical Flow Estimation Visual Odometry
— Unverified Bypass Enhancement RGB Stream Model for Pedestrian Action Recognition of Autonomous Vehicles Aug 15, 2019 Action Recognition Autonomous Driving
— Unverified Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation Aug 13, 2019 Object Optical Flow Estimation
— Unverified What goes around comes around: Cycle-Consistency-based Short-Term Motion Prediction for Anomaly Detection using Generative Adversarial Networks Aug 8, 2019 Anomaly Detection Generative Adversarial Network
— Unverified Mono-Stixels: Monocular depth reconstruction of dynamic street scenes Aug 7, 2019 Optical Flow Estimation Semantic Segmentation
— Unverified Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow Jul 28, 2019 Optical Flow Estimation
— Unverified Differential Scene Flow from Light Field Gradients Jul 26, 2019 Optical Flow Estimation
— Unverified Unsupervised Learning for Optical Flow Estimation Using Pyramid Convolution LSTM Jul 26, 2019 Action Recognition Optical Flow Estimation
Code Code Available StableNet: Semi-Online, Multi-Scale Deep Video Stabilization Jul 24, 2019 Optical Flow Estimation Video Stabilization
— Unverified Real-Time Driver State Monitoring Using a CNN Based Spatio-Temporal Approach Jul 18, 2019 Action Recognition Autonomous Vehicles
— Unverified Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information Jul 16, 2019 Depth Estimation Depth Prediction
— Unverified Scene Motion Decomposition for Learnable Visual Odometry Jul 16, 2019 Motion Estimation Optical Flow Estimation
— Unverified Learning Depth from Monocular Videos Using Synthetic Data: A Temporally-Consistent Domain Adaptation Approach Jul 16, 2019 Depth Estimation Depth Prediction
— Unverified Self-supervised Learning with Geometric Constraints in Monocular Video: Connecting Flow, Depth, and Camera Jul 12, 2019 Monocular Depth Estimation Optical Flow Estimation
— Unverified Spacetime Graph Optimization for Video Object Segmentation Jul 7, 2019 Clustering Object
— Unverified Sim2real transfer learning for 3D human pose estimation: motion to the rescue Jul 4, 2019 3D Human Pose Estimation 3D Pose Estimation
— Unverified A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training Jul 1, 2019 Optical Flow Estimation Sign Language Recognition
Code Code Available Robustness Guarantees for Deep Neural Networks on Videos Jun 28, 2019 Optical Flow Estimation
— Unverified DeepVIO: Self-supervised Deep Learning of Monocular Visual Inertial Odometry using 3D Geometric Constraints Jun 27, 2019 Optical Flow Estimation Pose Estimation
— Unverified Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition with CNNs Jun 13, 2019 Action Classification Action Recognition
— Unverified Evolving Losses for Unlabeled Video Representation Learning Jun 7, 2019 Few-Shot Learning Multi-Task Learning
— Unverified Video Modeling with Correlation Networks Jun 7, 2019 Action Classification Action Recognition
— Unverified Learning Temporal Pose Estimation from Sparsely-Labeled Videos Jun 6, 2019 Multi-Person Pose Estimation Optical Flow Estimation
Code Code Available Two-Stream Region Convolutional 3D Network for Temporal Activity Detection Jun 5, 2019 Action Detection Action Recognition
— Unverified PA3D: Pose-Action 3D Machine for Video Recognition Jun 1, 2019 Action Recognition Optical Flow Estimation
— Unverified Creative Flow+ Dataset Jun 1, 2019 3D Character Animation From A Single Photo Depth Estimation
Code Code Available Robust Video Stabilization by Optimization in CNN Weight Space Jun 1, 2019 Optical Flow Estimation Video Stabilization
— Unverified MARS: Motion-Augmented RGB Stream for Action Recognition Jun 1, 2019 Action Classification Action Recognition
Code Code Available Event Cameras, Contrast Maximization and Reward Functions: An Analysis Jun 1, 2019 Event-based vision Optical Flow Estimation
Code Code Available 