Recognize Actions by Disentangling Components of Dynamics Jun 1, 2018 Action Recognition Optical Flow Estimation
— Unverified PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos Jun 1, 2018 Action Recognition Optical Flow Estimation
— Unverified Simultaneous Optical Flow and Segmentation (SOFAS) using Dynamic Vision Sensor May 31, 2018 Optical Flow Estimation
— Unverified Novel Video Prediction for Large-scale Scene using Optical Flow May 30, 2018 Autonomous Driving Optical Flow Estimation
— Unverified Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation May 24, 2018 Depth Estimation Depth Prediction
Code Code Available A Convolutional Feature Map based Deep Network targeted towards Traffic Detection and Classification May 22, 2018 General Classification Object
— Unverified VideoCapsuleNet: A Simplified Network for Action Detection May 21, 2018 Action Classification Action Detection
— Unverified LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation May 18, 2018 Optical Flow Estimation
Code Code Available Joint direct estimation of 3D geometry and 3D motion using spatio temporal gradients May 17, 2018 3D geometry Motion Estimation
— Unverified Deep Segmentation and Registration in X-Ray Angiography Video May 16, 2018 Optical Flow Estimation Position
Code Code Available Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning May 16, 2018 Action Recognition Atari Games
— Unverified ABMOF: A Novel Optical Flow Algorithm for Dynamic Vision Sensors May 10, 2018 Optical Flow Estimation
— Unverified OFF-ApexNet on Micro-expression Recognition System May 10, 2018 Micro Expression Recognition Micro-Expression Recognition
— Unverified FlowFields++: Accurate Optical Flow Correspondences Meet Robust Interpolation May 9, 2018 Optical Flow Estimation
— Unverified Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask May 9, 2018 Motion Estimation Optical Flow Estimation
— Unverified Learning on the Edge: Explicit Boundary Handling in CNNs May 8, 2018 Colorization Disparity Estimation
Code Code Available Fast Feature Extraction with CNNs with Pooling Layers May 8, 2018 Camera Calibration object-detection
Code Code Available Low-Latency Human Action Recognition with Weighted Multi-Region Convolutional Neural Network May 8, 2018 Action Recognition Chunking
— Unverified Learning Optical Flow via Dilated Networks and Occlusion Reasoning May 7, 2018 Action Recognition Optical Flow Estimation
— Unverified A Numerical Framework for Efficient Motion Estimation on Evolving Sphere-Like Surfaces based on Brightness and Mass Conservation Laws May 2, 2018 Motion Estimation Optical Flow Estimation
Code Code Available Object Tracking in Satellite Videos Based on a Multi-Frame Optical Flow Tracker Apr 25, 2018 Object Object Tracking
— Unverified Cubes3D: Neural Network based Optical Flow in Omnidirectional Image Scenes Apr 24, 2018 Object Optical Flow Estimation
Code Code Available Superframes, A Temporal Video Segmentation Apr 18, 2018 Clustering Motion Estimation
— Unverified Temporal Unknown Incremental Clustering (TUIC) Model for Analysis of Traffic Surveillance Videos Apr 18, 2018 Clustering Optical Flow Estimation
— Unverified Mutual Suppression Network for Video Prediction using Disentangled Features Apr 13, 2018 Decoder Optical Flow Estimation
— Unverified Deep Motion Boundary Detection Apr 13, 2018 Boundary Detection Optical Flow Estimation
— Unverified Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation Apr 12, 2018 Optical Flow Estimation Scene Flow Estimation
Code Code Available Multi-Scale Generalized Plane Match for Optical Flow Apr 11, 2018 object-detection Object Detection
— Unverified A Unifying Contrast Maximization Framework for Event Cameras, with Applications to Motion, Depth, and Optical Flow Estimation Apr 4, 2018 Optical Flow Estimation
Code Code Available Accelerated Optimization in the PDE Framework: Formulations for the Manifold of Diffeomorphisms Apr 4, 2018 Optical Flow Estimation valid
— Unverified End-to-End Learning of Motion Representation for Video Understanding Apr 2, 2018 Action Recognition Optical Flow Estimation
Code Code Available Predicting Future Instance Segmentation by Forecasting Convolutional Features Mar 30, 2018 Instance Segmentation Optical Flow Estimation
Code Code Available Context-aware Synthesis for Video Frame Interpolation Mar 29, 2018 Optical Flow Estimation Video Frame Interpolation
— Unverified Stochastic Variational Inference with Gradient Linearization Mar 28, 2018 Denoising Optical Flow Estimation
— Unverified CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF Mar 26, 2018 Object One-Shot Segmentation
— Unverified Fast Semantic Segmentation on Video Using Block Motion-Based Feature Interpolation Mar 21, 2018 Optical Flow Estimation Semantic Segmentation
— Unverified Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences Mar 20, 2018 Geometric Matching Metric Learning
— Unverified Queuing Theory Guided Intelligent Traffic Scheduling through Video Analysis using Dirichlet Process Mixture Model Mar 17, 2018 Optical Flow Estimation Scheduling
— Unverified Object Detection in Video with Spatiotemporal Sampling Networks Mar 15, 2018 Object object-detection
— Unverified Event-based Moving Object Detection and Tracking Mar 12, 2018 3D geometry Event-based vision
— Unverified Tracking of the Internal Jugular Vein in Ultrasound Images Using Optical Flow Mar 11, 2018 Optical Flow Estimation Segmentation
— Unverified GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose Mar 6, 2018 Camera Pose Estimation Image Reconstruction
Code Code Available A Feature Clustering Approach Based on Histogram of Oriented Optical Flow and Superpixels Feb 28, 2018 Clustering Optical Flow Estimation
— Unverified ReHAR: Robust and Efficient Human Activity Recognition Feb 27, 2018 Activity Recognition Human Activity Recognition
— Unverified Real-Time End-to-End Action Detection with Two-Stream Networks Feb 23, 2018 Action Detection Action Recognition
— Unverified Devon: Deformable Volume Network for Learning Optical Flow Feb 20, 2018 Optical Flow Estimation
— Unverified Camera-based vehicle velocity estimation from monocular video Feb 20, 2018 Autonomous Driving CPU
— Unverified Uncertainty Estimates and Multi-Hypotheses Networks for Optical Flow Feb 20, 2018 Optical Flow Estimation
Code Code Available Correlation Flow: Robust Optical Flow Using Kernel Cross-Correlators Feb 20, 2018 Autonomous Navigation Optical Flow Estimation
Code Code Available EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras Feb 19, 2018 Optical Flow Estimation
Code Code Available 