Generating and Exploiting Probabilistic Monocular Depth Estimates Jun 13, 2019 Depth Completion Depth Estimation
Code Code Available Unsupervised Monocular Depth and Ego-motion Learning with Structure and Semantics Jun 12, 2019 Depth And Camera Motion Depth Estimation
— Unverified TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching Jun 11, 2019 Depth Estimation Disparity Estimation
— Unverified Deep Robust Single Image Depth Estimation Neural Network Using Scene Understanding Jun 7, 2019 Depth Estimation General Classification
— Unverified Multimodal End-to-End Autonomous Driving Jun 7, 2019 Autonomous Driving Autonomous Vehicles
— Unverified Towards Scene Understanding: Unsupervised Monocular Depth Estimation With Semantic-Aware Representation Jun 1, 2019 Depth Estimation Monocular Depth Estimation
— Unverified Recurrent Neural Network for (Un-)Supervised Learning of Monocular Video Visual Odometry and Depth Jun 1, 2019 Depth Estimation Monocular Depth Estimation
— Unverified Monocular Depth Estimation Using Relative Depth Maps Jun 1, 2019 Depth Estimation Monocular Depth Estimation
— Unverified Soft Labels for Ordinal Regression Jun 1, 2019 Aesthetics Quality Assessment Age And Gender Classification
— Unverified Connecting the Dots: Learning Representations for Active Monocular Depth Estimation Jun 1, 2019 Depth Estimation Depth Prediction
— Unverified FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image Jun 1, 2019 Depth Estimation Head Pose Estimation
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 Creative Flow+ Dataset Jun 1, 2019 3D Character Animation From A Single Photo Depth Estimation
Code Code Available Learning Non-Volumetric Depth Fusion Using Successive Reprojections Jun 1, 2019 3D Reconstruction Depth Estimation
Code Code Available Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach Jun 1, 2019 Autonomous Driving Depth Completion
Code Code Available Unsupervised Single Image Underwater Depth Estimation May 25, 2019 Depth Estimation
Code Code Available Fully Hyperbolic Convolutional Neural Networks May 24, 2019 Depth Estimation General Classification
— Unverified Shift R-CNN: Deep Monocular 3D Object Detection with Closed-Form Geometric Constraints May 23, 2019 3D Object Detection Deep Learning
— Unverified Depth Estimation on Underwater Omni-directional Images Using a Deep Neural Network May 23, 2019 Depth Estimation
— Unverified SharpNet: Fast and Accurate Recovery of Occluding Contours in Monocular Depth Estimation May 21, 2019 Depth Estimation Depth Prediction
Code Code Available Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network May 18, 2019 Depth Estimation Depth Prediction
Code Code Available How do neural networks see depth in single images? May 16, 2019 Depth Estimation Monocular Depth Estimation
— Unverified PhaseCam3D — Learning Phase Masks for Passive Single View Depth Estimation May 15, 2019 Autonomous Driving Depth Estimation
Code Code Available Lightweight Monocular Depth Estimation Model by Joint End-to-End Filter pruning May 13, 2019 Depth Estimation Monocular Depth Estimation
Code Code Available Monocular Depth Estimation with Directional Consistency by Deep Networks May 11, 2019 Depth Estimation Monocular Depth Estimation
— Unverified Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation May 8, 2019 2D Pose Estimation 3D Pose Estimation
— Unverified Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency May 7, 2019 3D geometry Depth Estimation
Code Code Available 3D Packing for Self-Supervised Monocular Depth Estimation May 6, 2019 Depth Estimation Inductive Bias
Code Code Available WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving May 4, 2019 Autonomous Driving Depth Estimation
Code Code Available 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 Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes Apr 25, 2019 Depth Estimation Depth Prediction
— Unverified Learning the Depths of Moving People by Watching Frozen People Apr 25, 2019 Depth Estimation Depth Prediction
— Unverified DeepPerimeter: Indoor Boundary Estimation from Posed Monocular Sequences Apr 25, 2019 Clustering Depth Estimation
— 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 Learning Single Camera Depth Estimation using Dual-Pixels Apr 11, 2019 Depth Estimation Monocular 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 Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras Apr 10, 2019 Depth Estimation Depth Prediction
Code Code Available Learning Across Tasks and Domains Apr 9, 2019 Depth Estimation Domain Adaptation
Code Code Available Non-Lambertian Surface Shape and Reflectance Reconstruction Using Concentric Multi-Spectral Light Field Apr 9, 2019 Depth Estimation
— Unverified 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 