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 Restoration of Non-rigidly Distorted Underwater Images using a Combination of Compressive Sensing and Local Polynomial Image Representations Aug 6, 2019 compressed sensing Compressive Sensing
Code Code Available Temporal Interpolation of Geostationary Satellite Imagery with Task Specific Optical Flow Jul 28, 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 Differential Scene Flow from Light Field Gradients Jul 26, 2019 Optical Flow Estimation
— Unverified 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 Scene Motion Decomposition for Learnable Visual Odometry Jul 16, 2019 Motion Estimation Optical Flow Estimation
— Unverified Speed estimation evaluation on the KITTI benchmark based on motion and monocular depth information Jul 16, 2019 Depth Estimation Depth Prediction
— 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 Video Modeling with Correlation Networks Jun 7, 2019 Action Classification Action Recognition
— Unverified Evolving Losses for Unlabeled Video Representation Learning Jun 7, 2019 Few-Shot Learning Multi-Task Learning
— 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 Event Cameras, Contrast Maximization and Reward Functions: An Analysis Jun 1, 2019 Event-based vision Optical Flow Estimation
Code Code Available SDC - Stacked Dilated Convolution: A Unified Descriptor Network for Dense Matching Tasks Jun 1, 2019 Optical Flow Estimation Stereo Matching
— 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 MARS: Motion-Augmented RGB Stream for Action Recognition Jun 1, 2019 Action Classification Action Recognition
Code Code Available UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos Jun 1, 2019 Depth Estimation Motion Segmentation
Code Code Available Robust Video Stabilization by Optimization in CNN Weight Space Jun 1, 2019 Optical Flow Estimation Video Stabilization
— Unverified AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures May 30, 2019 Action Classification Action Recognition
Code Code Available Hallucinating Optical Flow Features for Video Classification May 28, 2019 Classification General Classification
Code Code Available Video-based Person Re-identification with Two-stream Convolutional Network and Co-attentive Snippet Embedding May 28, 2019 Optical Flow Estimation Person Re-Identification
— Unverified Exploring Temporal Information for Improved Video Understanding May 25, 2019 Action Recognition Optical Flow Estimation
Code Code Available Exploration via Flow-Based Intrinsic Rewards May 24, 2019 Atari Games Optical Flow Estimation
Code Code Available Neuro-Optimization: Learning Objective Functions Using Neural Networks May 24, 2019 Optical Flow Estimation
— Unverified Precipitation Nowcasting with Satellite Imagery May 23, 2019 Optical Flow Estimation
— Unverified What Would You Expect? Anticipating Egocentric Actions with Rolling-Unrolling LSTMs and Modality Attention May 22, 2019 Action Anticipation Action Recognition
Code Code Available Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence May 22, 2019 Optical Flow Estimation Scene Understanding
Code Code Available Improved Optical Flow for Gesture-based Human-robot Interaction May 21, 2019 Gesture Recognition Optical Flow Estimation
— Unverified Rethinking Atmospheric Turbulence Mitigation May 17, 2019 Image Restoration Optical Flow Estimation
— Unverified On Flow Profile Image for Video Representation May 12, 2019 Activity Recognition Optical Flow Estimation
— Unverified Deep Flow-Guided Video Inpainting May 8, 2019 One-shot visual object segmentation Optical Flow Estimation
Code Code Available Frame-Recurrent Video Inpainting by Robust Optical Flow Inference May 8, 2019 Image Inpainting Optical Flow Estimation
— Unverified Sparse data interpolation using the geodesic distance affinity space May 6, 2019 Optical Flow Estimation
— Unverified Deep Video Inpainting May 5, 2019 Decoder Image Inpainting
Code Code Available Learning Spatio-Temporal Features with Two-Stream Deep 3D CNNs for Lipreading May 4, 2019 General Classification Lipreading
— Unverified DPSNet: End-to-end Deep Plane Sweep Stereo May 2, 2019 Deep Learning Optical Flow Estimation
Code Code Available Cross-Modal Message Passing for Two-stream Fusion Apr 30, 2019 Action Recognition General Classification
— Unverified 