TriDepth: Triangular Patch-based Deep Depth Prediction May 3, 2019 3D Scene Reconstruction Depth Estimation
— Unverified Learn Stereo, Infer Mono: Siamese Networks for Self-Supervised, Monocular, Depth Estimation May 1, 2019 Depth Estimation Monocular Depth Estimation
Code Code Available Structured Prediction using cGANs with Fusion Discriminator Apr 30, 2019 Depth Estimation Generative Adversarial Network
— Unverified DeepPerimeter: Indoor Boundary Estimation from Posed Monocular Sequences Apr 25, 2019 Clustering Depth Estimation
— Unverified Learning the Depths of Moving People by Watching Frozen People Apr 25, 2019 Depth Estimation Depth Prediction
— Unverified Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Apr 25, 2019 Depth Estimation Depth Prediction
— Unverified Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More Apr 23, 2019 Depth Estimation Scene Parsing
— Unverified A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation Apr 23, 2019 Depth Estimation Monocular Depth Estimation
— Unverified Deep Optics for Monocular Depth Estimation and 3D Object Detection Apr 18, 2019 3D Object Detection Depth Estimation
— Unverified Online Adaptation through Meta-Learning for Stereo Depth Estimation Apr 17, 2019 Depth Estimation Meta-Learning
— Unverified Multi-Scale Geometric Consistency Guided Multi-View Stereo Apr 17, 2019 Depth Estimation Multi-View 3D Reconstruction
— Unverified Recurrent Neural Network for (Un-)supervised Learning of Monocular VideoVisual Odometry and Depth Apr 15, 2019 Depth Estimation MULTI-VIEW LEARNING
Code Code Available PIV-Based 3D Fluid Flow Reconstruction Using Light Field Camera Apr 15, 2019 Depth Estimation Optical Flow Estimation
— Unverified Multi-View Stereo by Temporal Nonparametric Fusion Apr 12, 2019 Decoder Depth Estimation
Code Code Available Absolute Human Pose Estimation with Depth Prediction Network Apr 11, 2019 3D Human Pose Estimation Depth Estimation
Code Code Available Learning Single Camera Depth Estimation using Dual-Pixels Apr 11, 2019 Depth Estimation Monocular Depth Estimation
Code Code Available Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras Apr 10, 2019 Depth Estimation Depth Prediction
Code Code Available Non-Lambertian Surface Shape and Reflectance Reconstruction Using Concentric Multi-Spectral Light Field Apr 9, 2019 Depth Estimation
— Unverified Learning Across Tasks and Domains Apr 9, 2019 Depth Estimation Domain Adaptation
Code Code Available Learning monocular depth estimation infusing traditional stereo knowledge Apr 8, 2019 Depth Estimation Image Generation
Code Code Available Visualization of Convolutional Neural Networks for Monocular Depth Estimation Apr 6, 2019 Depth Estimation Interpretable Machine Learning
Code Code Available Learning to Adapt for Stereo Apr 5, 2019 Autonomous Driving Depth Estimation
Code Code Available Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation Apr 3, 2019 Depth Estimation Depth Prediction
Code Code Available CAM-Convs: Camera-Aware Multi-Scale Convolutions for Single-View Depth Apr 3, 2019 3D Depth Estimation Depth Estimation
Code Code Available Defogging Kinect: Simultaneous Estimation of Object Region and Depth in Foggy Scenes Apr 1, 2019 3D Reconstruction Depth Estimation
— Unverified Synthesizing a 4D Spatio-Angular Consistent Light Field from a Single Image Mar 29, 2019 Depth Estimation
— Unverified Veritatem Dies Aperit- Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Mar 26, 2019 Autonomous Driving Depth Completion
Code Code Available Low Power Depth Estimation of Rigid Objects for Time-of-Flight Imaging Mar 25, 2019 Depth Estimation
— Unverified Monocular 3D Object Detection with Pseudo-LiDAR Point Cloud Mar 23, 2019 3D Object Detection Depth Estimation
Code Code Available Sparse2Dense: From direct sparse odometry to dense 3D reconstruction Mar 21, 2019 3D Reconstruction Depth Estimation
— Unverified A Novel Monocular Disparity Estimation Network with Domain Transformation and Ambiguity Learning Mar 20, 2019 Decoder Depth Estimation
— Unverified Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction Mar 18, 2019 Depth Estimation Depth Prediction
Code Code Available DFineNet: Ego-Motion Estimation and Depth Refinement from Sparse, Noisy Depth Input with RGB Guidance Mar 15, 2019 Autonomous Vehicles Depth Completion
— Unverified Refine and Distill: Exploiting Cycle-Inconsistency and Knowledge Distillation for Unsupervised Monocular Depth Estimation Mar 11, 2019 Depth Estimation Depth Prediction
— Unverified Structured Knowledge Distillation for Dense Prediction Mar 11, 2019 Depth Estimation General Classification
Code Code Available A Unified Formulation for Visual Odometry Mar 11, 2019 Depth Estimation Visual Odometry
— Unverified FastDepth: Fast Monocular Depth Estimation on Embedded Systems Mar 8, 2019 CPU Decoder
Code Code Available Self-supervised Learning for Single View Depth and Surface Normal Estimation Mar 1, 2019 Depth Estimation Depth Prediction
— Unverified SweepNet: Wide-baseline Omnidirectional Depth Estimation Feb 28, 2019 Depth Estimation
Code Code Available Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos Feb 26, 2019 Depth Estimation
Code Code Available Dead Time Compensation for High-Flux Ranging Feb 22, 2019 Depth Estimation Vocal Bursts Intensity Prediction
— Unverified Dense Depth Estimation in Monocular Endoscopy with Self-supervised Learning Methods Feb 20, 2019 Anatomy Computed Tomography (CT)
Code Code Available Sparse and noisy LiDAR completion with RGB guidance and uncertainty Feb 14, 2019 Autonomous Vehicles Depth Completion
Code Code Available Sparse and noisy LiDAR completion with RGB guidance anduncertainty Feb 14, 2019 Autonomous Vehicles Depth Completion
Code Code Available Dense Depth Estimation of a Complex Dynamic Scene without Explicit 3D Motion Estimation Feb 11, 2019 Depth Estimation Motion Estimation
— Unverified NeurAll: Towards a Unified Visual Perception Model for Automated Driving Feb 10, 2019 Auxiliary Learning Computational Efficiency
— Unverified GEN-SLAM: Generative Modeling for Monocular Simultaneous Localization and Mapping Feb 6, 2019 Depth Estimation Simultaneous Localization and Mapping
— Unverified Unstructured Multi-View Depth Estimation Using Mask-Based Multiplane Representation Feb 6, 2019 Depth Estimation
Code Code Available Fully Convolutional Networks for Monocular Retinal Depth Estimation and Optic Disc-Cup Segmentation Feb 4, 2019 Depth Estimation
— Unverified Attention-based Context Aggregation Network for Monocular Depth Estimation Jan 29, 2019 Depth Estimation Monocular Depth Estimation
Code Code Available 