Single Image Depth Estimation Based on Spectral Consistency and Predicted View Jan 1, 2021 Depth Estimation
— Unverified Unsupervised Simultaneous Depth-from-defocus and Depth-from-focus Jan 1, 2021 Depth Estimation
— Unverified Pseudo Label-Guided Multi Task Learning for Scene Understanding Jan 1, 2021 Depth Estimation Monocular Depth Estimation
— Unverified Unsupervised Monocular Depth Reconstruction of Non-Rigid Scenes Dec 31, 2020 Depth Estimation Motion Segmentation
— Unverified Black-box Adversarial Attacks on Monocular Depth Estimation Using Evolutionary Multi-objective Optimization Dec 29, 2020 Adversarial Attack Depth Estimation
— Unverified Monocular Depth Parameterizing Networks Dec 21, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available Self-supervised monocular depth estimation from oblique UAV videos Dec 19, 2020 3D Reconstruction Depth Estimation
Code Code Available Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation Dec 19, 2020 Data Augmentation Depth Estimation
Code Code Available CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth Dec 18, 2020 Depth Estimation Depth Prediction
— Unverified Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion Dec 18, 2020 Depth Completion Depth Estimation
— Unverified Learning to Recover 3D Scene Shape from a Single Image Dec 17, 2020 3D Scene Reconstruction Depth Estimation
Code Code Available Multi-Modal Depth Estimation Using Convolutional Neural Networks Dec 17, 2020 Decoder Depth Estimation
— Unverified SimuGAN: Unsupervised forward modeling and optimal design of a LIDAR Camera Dec 16, 2020 Depth Estimation
— Unverified Semantic-Guided Representation Enhancement for Self-supervised Monocular Trained Depth Estimation Dec 15, 2020 Depth Estimation Semantic Segmentation
— Unverified Detecting Invisible People Dec 15, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation Dec 14, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available GeoNet++: Iterative Geometric Neural Network with Edge-Aware Refinement for Joint Depth and Surface Normal Estimation Dec 13, 2020 3D Reconstruction Depth Estimation
Code Code Available Direct Depth Learning Network for Stereo Matching Dec 10, 2020 Autonomous Driving Depth Estimation
— Unverified Robust Consistent Video Depth Estimation Dec 10, 2020 Depth Estimation
Code Code Available Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation Dec 9, 2020 Depth Estimation Domain Adaptation
— Unverified ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation Dec 9, 2020 Depth-aware Video Panoptic Segmentation Depth Estimation
Code Code Available Depth estimation from 4D light field videos Dec 5, 2020 Depth Estimation Disparity Estimation
Code Code Available DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion Dec 3, 2020 Decoder Depth Estimation
Code Code Available Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration Dec 1, 2020 Depth Estimation Image Restoration
Code Code Available Monocular 3D Object Detection with Sequential Feature Association and Depth Hint Augmentation Nov 30, 2020 3D Object Detection Autonomous Driving
Code Code Available AdaBins: Depth Estimation using Adaptive Bins Nov 28, 2020 Decoder Depth Estimation
Code Code Available Multi-view Depth Estimation using Epipolar Spatio-Temporal Networks Nov 26, 2020 Depth Estimation Mixture-of-Experts
Code Code Available Adaptive Multiplane Image Generation from a Single Internet Picture Nov 26, 2020 Depth Estimation Image Generation
— Unverified Space-time Neural Irradiance Fields for Free-Viewpoint Video Nov 25, 2020 3D geometry Depth Estimation
— Unverified Variational Monocular Depth Estimation for Reliability Prediction Nov 24, 2020 Autonomous Vehicles Depth Estimation
— Unverified HoHoNet: 360 Indoor Holistic Understanding with Latent Horizontal Features Nov 23, 2020 3D Room Layouts From A Single RGB Panorama Depth Estimation
Code Code Available MobileDepth: Efficient Monocular Depth Prediction on Mobile Devices Nov 20, 2020 Data Augmentation Decoder
— Unverified Deep Multi-view Depth Estimation with Predicted Uncertainty Nov 19, 2020 Depth Estimation Optical Flow Estimation
Code Code Available Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media with Airlight and Scattering Coefficient Estimation Nov 18, 2020 3D Reconstruction Depth Estimation
Code Code Available EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation Nov 16, 2020 Depth Estimation Motion Segmentation
— Unverified Autonomously Navigating a Surgical Tool Inside the Eye by Learning from Demonstration Nov 16, 2020 Autonomous Navigation Depth Estimation
— Unverified SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple Environments Nov 9, 2020 Autonomous Driving Depth Estimation
Code Code Available Deep Learning based Monocular Depth Prediction: Datasets, Methods and Applications Nov 9, 2020 Deep Learning Depth Estimation
— Unverified EDEN: Multimodal Synthetic Dataset of Enclosed GarDEN Scenes Nov 9, 2020 Depth Estimation Depth Prediction
Code Code Available Real-time Surgical Environment Enhancement for Robot-Assisted Minimally Invasive Surgery Based on Super-Resolution Nov 8, 2020 Depth Estimation Generative Adversarial Network
— Unverified Learning a Geometric Representation for Data-Efficient Depth Estimation via Gradient Field and Contrastive Loss Nov 6, 2020 Depth Estimation Monocular Depth Estimation
Code Code Available MorphEyes: Variable Baseline Stereo For Quadrotor Navigation Nov 5, 2020 Depth Estimation
Code Code Available Towards Keypoint Guided Self-Supervised Depth Estimation Nov 5, 2020 Depth Estimation
— Unverified Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective with Transformers Nov 5, 2020 Depth Estimation Position
Code Code Available The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals Nov 3, 2020 Age Estimation Depth Estimation
— Unverified SLAM in the Field: An Evaluation of Monocular Mapping and Localization on Challenging Dynamic Agricultural Environment Nov 2, 2020 Autonomous Vehicles Depth Estimation
— Unverified Unsupervised Deep Persistent Monocular Visual Odometry and Depth Estimation in Extreme Environments Oct 31, 2020 Depth Estimation Monocular Visual Odometry
— Unverified Unsupervised Monocular Depth Learning in Dynamic Scenes Oct 30, 2020 Depth Estimation Depth Prediction
Code Code Available Monocular Depth Estimation via Listwise Ranking using the Plackett-Luce Model Oct 25, 2020 Depth Estimation Depth Prediction
Code Code Available DepthLab: Real-Time 3D Interaction With Depth Maps for Mobile Augmented Reality Oct 22, 2020 Depth And Camera Motion Depth Estimation
Code Code Available 