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Semantic Multi-view Stereo: Jointly Estimating Objects and Voxels

https://doi.org/10.1109/cvpr.2017.482

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Deep Learning of Local RGB-D Patches for 3D Object Detection and 6D Pose Estimation

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An Occupancy–Depth Generative Model of Multi-view Images

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A Theory of Shape by Space Carving

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An Introduction to MCMC for Machine Learning

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Monte Carlo sampling methods using Markov chains and their applications

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High Resolution Surface Reconstruction from Multi-view Aerial Imagery

inferredcites →https://doi.org/10.1109/3dimpvt.2012.55openalex-snapshot

A Patch Prior for Dense 3D Reconstruction in Man-Made Environments

inferredcites →https://doi.org/10.1109/3dv.2013.25openalex-snapshot

Towards Linear-Time Incremental Structure from Motion

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Towards Probabilistic Volumetric Reconstruction Using Ray Potentials

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A probabilistic framework for surface reconstruction from multiple images

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Change Detection in a 3-d World

inferredcites →https://doi.org/10.1109/cvpr.2009.5206867openalex-snapshot

Manhattan-world stereo

inferredcites →https://doi.org/10.1109/cvpr.2011.5995552openalex-snapshot

Multicore bundle adjustment

inferredcites →https://doi.org/10.1109/cvpr.2013.167openalex-snapshot

Dense Object Reconstruction with Semantic Priors

inferredcites →https://doi.org/10.1109/cvpr.2013.170openalex-snapshot

Dense Reconstruction Using 3D Object Shape Priors

inferredcites →https://doi.org/10.1109/cvpr.2013.178openalex-snapshot

SLAM++: Simultaneous Localisation and Mapping at the Level of Objects

inferredcites →https://doi.org/10.1109/cvpr.2015.7298801openalex-snapshot

3D ShapeNets: A deep representation for volumetric shapes

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Displets: Resolving stereo ambiguities using object knowledge

inferredcites →https://doi.org/10.1109/cvpr.2015.7299105openalex-snapshot

Aligning 3D models to RGB-D images of cluttered scenes

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Discrete optimization of ray potentials for semantic 3D reconstruction

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Robust reconstruction of indoor scenes

inferredcites →https://doi.org/10.1109/cvpr.2016.357openalex-snapshot

Patches, Planes and Probabilities: A Non-Local Prior for Volumetric 3D Reconstruction

inferredcites →https://doi.org/10.1109/cvpr.2016.648openalex-snapshot

Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views

inferredcites →https://doi.org/10.1109/cvpr.2016.94openalex-snapshot

Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images

inferredcites →https://doi.org/10.1109/iccv.2007.4408983openalex-snapshot

A Globally Optimal Algorithm for Robust TV-L1 Range Image Integration

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Exploiting Object Similarity in 3D Reconstruction

inferredcites →https://doi.org/10.1109/iros.2014.6942637openalex-snapshot

Omnidirectional 3D reconstruction in augmented Manhattan worlds

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KinectFusion: Real-time dense surface mapping and tracking

inferredcites →https://doi.org/10.1109/tpami.2014.2315820openalex-snapshot

Statistical Inverse Ray Tracing for Image-Based 3D Modeling

inferredcites →https://doi.org/10.1145/1964179.1964190openalex-snapshot

Real-time rendering and dynamic updating of 3-d volumetric data

inferredcites →https://doi.org/10.1145/237170.237269openalex-snapshot

A volumetric method for building complex models from range images

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Example-Based 3D Scan Completion

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ShapeNet: An Information-Rich 3D Model Repository

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ShapeNet: An Information-Rich 3D Model Repository

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Characterization of Probabilistic Volumetric Models for 3-d Computer Vision

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Adaptive Cost Aggregation in Iterative Depth Estimation for Efficient Multi-view Stereo

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MFNet: Multi-level fusion aware feature pyramid based multi-view stereo network for 3D reconstruction

inferred← citeshttps://doi.org/10.1007/s10489-025-06382-9openalex-snapshot

Instructed fine-tuning based on semantic consistency constraint for deep multi-view stereo

inferred← citeshttps://doi.org/10.1007/s11042-018-5911-yopenalex-snapshot

A new semantic segmentation approach of 3D mesh using the stereoscopic image colors

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4D Temporally Coherent Multi-Person Semantic Reconstruction and Segmentation

inferred← citeshttps://doi.org/10.1016/j.dib.2020.106219openalex-snapshot

PASMVS: A perfectly accurate, synthetic, path-traced dataset featuring specular material properties for multi-view stereopsis training and reconstruction applications

inferred← citeshttps://doi.org/10.1016/j.dsp.2025.105291openalex-snapshot

A survey of multi-view stereo 3D reconstruction algorithms based on deep learning

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AC-MVSNet: An efficient multi-view 3D reconstruction network integrating novel multi-scale feature extraction and edge enhancement

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A deep learning approach to DTM extraction from imagery using rule-based training labels

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TSAR-MVS: Textureless-aware segmentation and correlative refinement guided multi-view stereo

inferred← citeshttps://doi.org/10.1049/ipr2.13147openalex-snapshot

MFE‐MVSNet: Multi‐scale feature enhancement multi‐view stereo with bi‐directional connections

inferred← citeshttps://doi.org/10.1109/3dv.2017.00017openalex-snapshot

OctNetFusion: Learning Depth Fusion from Data

inferred← citeshttps://doi.org/10.1109/3dv62453.2024.00123openalex-snapshot

Range-Agnostic Multi-View Depth Estimation with Keyframe Selection

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Deep Marching Cubes: Learning Explicit Surface Representations

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RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01397openalex-snapshot

PatchmatchNet: Learned Multi-View Patchmatch Stereo

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00841openalex-snapshot

IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo

inferred← citeshttps://doi.org/10.1109/cvpr52688.2022.00846openalex-snapshot

Efficient Multi-view Stereo by Iterative Dynamic Cost Volume

inferred← citeshttps://doi.org/10.1109/iccv.2019.01052openalex-snapshot

U4D: Unsupervised 4D Dynamic Scene Understanding

inferred← citeshttps://doi.org/10.1109/iccv.2019.01055openalex-snapshot

P-MVSNet: Learning Patch-Wise Matching Confidence Aggregation for Multi-View Stereo

inferred← citeshttps://doi.org/10.1109/iciea61579.2024.10664909openalex-snapshot

A cascade network with adaptive depth hypotheses estimation for multi-view stereo and image three-dimensional reconstruction

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Semantically Guided Multi-View Stereo for Dense 3D Road Mapping

inferred← citeshttps://doi.org/10.1109/imip57114.2023.00020openalex-snapshot

Multi-view Stereo with Feature Pyramid Network for Depth Inference and Iterative Optimization

inferred← citeshttps://doi.org/10.1109/iros47612.2022.9982010openalex-snapshot

Multi-View Guided Multi-View Stereo

inferred← citeshttps://doi.org/10.1109/metroaerospace.2018.8453571openalex-snapshot

Stereo Vision Module for UAV Navigation System

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NR-MVSNet: Learning Multi-View Stereo Based on Normal Consistency and Depth Refinement

inferred← citeshttps://doi.org/10.1109/tits.2020.2995768openalex-snapshot

Joint 3D Reconstruction and Object Tracking for Traffic Video Analysis Under IoV Environment

inferred← citeshttps://doi.org/10.1109/tits.2021.3070403openalex-snapshot

Unsupervised Occlusion-Aware Stereo Matching With Directed Disparity Smoothing

inferred← citeshttps://doi.org/10.1109/tits.2022.3193421openalex-snapshot

Normal Assisted Pixel-Visibility Learning With Cost Aggregation for Multiview Stereo

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Lightweight and Accurate Multi-View Stereo With Confidence-Aware Diffusion Model

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Learning-Based Multi-View Stereo: A Survey

inferred← citeshttps://doi.org/10.1109/wacv45572.2020.9093611openalex-snapshot

Silhouette Guided Point Cloud Reconstruction beyond Occlusion

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Comparative Evaluation of 3D Reconstruction Methods for Object Pose Estimation

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Skin tactile surface restoration using deep learning from a mobile image: An application for virtual skincare

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A review of fine-grained object perception in extreme space environments

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Computer Vision for Autonomous Vehicles

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Semantically Derived Geometric Constraints for MVS Reconstruction of Textureless Areas

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EMO-MVS: Error-Aware Multi-Scale Iterative Variable Optimizer for Efficient Multi-View Stereo

inferred← citeshttps://doi.org/10.3390/s20092572openalex-snapshot

Representations and Benchmarking of Modern Visual SLAM Systems

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Unsupervised 3D Reconstruction with Multi-Measure and High-Resolution Loss

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Multi-View Stereo Vision Patchmatch Algorithm Based on Data Augmentation

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Enhancing the Ground Truth Disparity by MAP Estimation for Developing a Neural-Net Based Stereoscopic Camera

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Unmanned aerial vehicle mapping for settlement upgrading

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OctNetFusion: Learning Depth Fusion from Data

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RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials

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A-TVSNet: Aggregated Two-View Stereo Network for Multi-View Stereo Depth Estimation

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Semantic 3D Reconstruction with Finite Element Bases

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