Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose Nov 17, 2018 Optical Flow Estimation Pose Estimation
— Unverified Optical Flow Dataset and Benchmark for Visual Crowd Analysis Nov 17, 2018 Optical Flow Estimation Visual Crowd Analysis
Code Code Available Learned Video Compression Nov 16, 2018 Blocking Motion Estimation
— Unverified Optical Flow Based Background Subtraction with a Moving Camera: Application to Autonomous Driving Nov 16, 2018 Autonomous Driving Optical Flow Estimation
— Unverified Exploiting temporal and depth information for multi-frame face anti-spoofing Nov 13, 2018 Face Anti-Spoofing Face Recognition
Code Code Available An initial attempt of combining visual selective attention with deep reinforcement learning Nov 11, 2018 Atari Games Deep Reinforcement Learning
— Unverified A torus model for optical flow Nov 9, 2018 model Optical Flow Estimation
Code Code Available Learning Energy Based Inpainting for Optical Flow Nov 9, 2018 feature selection Optical Flow Estimation
Code Code Available Cross and Learn: Cross-Modal Self-Supervision Nov 9, 2018 Action Recognition Optical Flow Estimation
Code Code Available Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks Nov 7, 2018 Image Segmentation Multi-Task Learning
Code Code Available Variational Approach for Capsule Video Frame Interpolation Nov 6, 2018 Medical Diagnosis Motion Estimation
Code Code Available Evolvement Constrained Adversarial Learning for Video Style Transfer Nov 6, 2018 Generative Adversarial Network Optical Flow Estimation
— Unverified Continual Occlusions and Optical Flow Estimation Nov 5, 2018 Occlusion Estimation Optical Flow Estimation
— Unverified SDCNet: Video Prediction Using Spatially-Displaced Convolution Nov 2, 2018 Optical Flow Estimation Prediction
Code Code Available Asymmetric Bilateral Phase Correlation for Optical Flow Estimation in the Frequency Domain Nov 1, 2018 Motion Estimation Optical Flow Estimation
— Unverified Random Temporal Skipping for Multirate Video Analysis Oct 30, 2018 Action Recognition Optical Flow Estimation
— Unverified Deep learning based 2.5D flow field estimation for maximum intensity projections of 4D optical coherence tomography Oct 26, 2018 Object Tracking Optical Flow Estimation
— Unverified Mask Propagation Network for Video Object Segmentation Oct 24, 2018 Instance Segmentation Object
— Unverified A Fusion Approach for Multi-Frame Optical Flow Estimation Oct 23, 2018 Optical Flow Estimation
Code Code Available MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Frame Interpolation and Enhancement Oct 20, 2018 Computational Efficiency Denoising
Code Code Available Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion Oct 20, 2018 Diagnostic Left Ventricle Segmentation
— Unverified MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement Oct 20, 2018 Computational Efficiency Denoising
Code Code Available DGC-Net: Dense Geometric Correspondence Network Oct 19, 2018 Camera Pose Estimation Dense Pixel Correspondence Estimation
Code Code Available Every Pixel Counts ++: Joint Learning of Geometry and Motion with 3D Holistic Understanding Oct 14, 2018 3D geometry Depth Estimation
Code Code Available Inter-BMV: Interpolation with Block Motion Vectors for Fast Semantic Segmentation on Video Oct 8, 2018 Optical Flow Estimation Semantic Segmentation
— Unverified Joint Unsupervised Learning of Optical Flow and Depth by Watching Stereo Videos Oct 8, 2018 Motion Estimation Optical Flow Estimation
Code Code Available Finding Correspondences for Optical Flow and Disparity Estimations using a Sub-pixel Convolution-based Encoder-Decoder Network Oct 7, 2018 Decoder Disparity Estimation
— Unverified Representation Flow for Action Recognition Oct 2, 2018 Action Classification Action Recognition
Code Code Available AgriColMap: Aerial-Ground Collaborative 3D Mapping for Precision Farming Sep 30, 2018 Optical Flow Estimation
Code Code Available Rate-Accuracy Trade-Off In Video Classification With Deep Convolutional Neural Networks Sep 27, 2018 Action Recognition Classification
Code Code Available Learning for Video Super-Resolution through HR Optical Flow Estimation Sep 23, 2018 Motion Compensation Optical Flow Estimation
Code Code Available Unsupervised Learning of Dense Optical Flow, Depth and Egomotion from Sparse Event Data Sep 23, 2018 Decoder GPU
— Unverified Temporal Interpolation as an Unsupervised Pretraining Task for Optical Flow Estimation Sep 21, 2018 Optical Flow Estimation Unsupervised Pre-training
— Unverified Recurrent Flow-Guided Semantic Forecasting Sep 21, 2018 Autonomous Vehicles Optical Flow Estimation
Code Code Available Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems Sep 19, 2018 Autonomous Driving Decoder
Code Code Available Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation Sep 14, 2018 Optical Flow Estimation
Code Code Available Using phase instead of optical flow for action recognition Sep 10, 2018 Action Recognition Motion Magnification
Code Code Available Optimizing deep video representation to match brain activity Sep 7, 2018 Optical Flow Estimation
— Unverified YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark Sep 6, 2018 Image Segmentation Object
— Unverified On-Orbit Smart Camera System to Observe Illuminated and Unilluminated Space Objects Sep 6, 2018 Navigate Object
— Unverified DF-Net: Unsupervised Joint Learning of Depth and Flow using Cross-Task Consistency Sep 5, 2018 Depth And Camera Motion Depth Estimation
Code Code Available Unsupervised Video Object Segmentation using Motion Saliency-Guided Spatio-Temporal Propagation Sep 4, 2018 Deep Learning Optical Flow Estimation
— Unverified YouTube-VOS: Sequence-to-Sequence Video Object Segmentation Sep 3, 2018 Image Segmentation Object
Code Code Available Optical Flow Super-Resolution Based on Image Guidence Using Convolutional Neural Network Sep 3, 2018 Image Super-Resolution Optical Flow Estimation
— Unverified Structure-from-Motion-Aware PatchMatch for Adaptive Optical Flow Estimation Sep 1, 2018 Optical Flow Estimation
— Unverified Unsupervised Learning of Multi-Frame Optical Flow with Occlusions Sep 1, 2018 Occlusion Handling Optical Flow Estimation
— Unverified MRF Optimization with Separable Convex Prior on Partially Ordered Labels Sep 1, 2018 Combinatorial Optimization Optical Flow Estimation
— Unverified SDC-Net: Video prediction using spatially-displaced convolution Sep 1, 2018 Optical Flow Estimation Prediction
Code Code Available Spatio-temporal Transformer Network for Video Restoration Sep 1, 2018 Deblurring Optical Flow Estimation
— Unverified Selfie Video Stabilization Sep 1, 2018 Face Model Optical Flow Estimation
— Unverified 