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Guided Depth Map Super-Resolution: A Survey

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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-030-28603-3_3openalex-snapshot

Depth Super-Resolution with Color Guidance: A Review

inferredcites →https://doi.org/10.1007/s00138-017-0831-9openalex-snapshot

Image-guided ToF depth upsampling: a survey

inferredcites →https://doi.org/10.1007/s11263-017-1021-yopenalex-snapshot

Mutual-Structure for Joint Filtering

inferredcites →https://doi.org/10.1007/s11263-020-01386-zopenalex-snapshot

Deformable Kernel Networks for Joint Image Filtering

inferredcites →https://doi.org/10.1007/s11263-021-01545-wopenalex-snapshot

CODON: On Orchestrating Cross-Domain Attentions for Depth Super-Resolution

inferredcites →https://doi.org/10.1007/s11263-022-01699-1openalex-snapshot

Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution

inferredcites →https://doi.org/10.1016/0167-2789(92)90242-fopenalex-snapshot

Nonlinear total variation based noise removal algorithms

inferredcites →https://doi.org/10.1016/j.cviu.2009.11.004openalex-snapshot

Fusion of range and color images for denoising and resolution enhancement with a non-local filter

inferredcites →https://doi.org/10.1016/j.eswa.2021.114877openalex-snapshot

Deep monocular depth estimation leveraging a large-scale outdoor stereo dataset

inferredcites →https://doi.org/10.1016/j.ins.2020.12.031openalex-snapshot

Stereo superpixel: An iterative framework based on parallax consistency and collaborative optimization

inferredcites →https://doi.org/10.1016/j.neunet.2017.12.012openalex-snapshot

Sigmoid-weighted linear units for neural network function approximation in reinforcement learning

inferredcites →https://doi.org/10.1016/j.patcog.2018.11.028openalex-snapshot

Simultaneous color-depth super-resolution with conditional generative adversarial networks

inferredcites →https://doi.org/10.1016/j.patcog.2020.107274openalex-snapshot

Depth upsampling based on deep edge-aware learning

inferredcites →https://doi.org/10.1016/j.patcog.2020.107506openalex-snapshot

A sparsity-promoting image decomposition model for depth recovery

inferredcites →https://doi.org/10.1016/j.patcog.2020.107513openalex-snapshot

Depth image super-resolution using correlation-controlled color guidance and multi-scale symmetric network

inferredcites →https://doi.org/10.1016/j.patcog.2021.108468openalex-snapshot

CANet: Co-attention network for RGB-D semantic segmentation

inferredcites →https://doi.org/10.1023/a:1014573219977openalex-snapshot

A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms

inferredcites →https://doi.org/10.1109/3.910448openalex-snapshot

Solid-state time-of-flight range camera

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/lra.2021.3068108openalex-snapshot

PVStereo: Pyramid Voting Module for End-to-End Self-Supervised Stereo Matching

inferredcites →https://doi.org/10.1109/lra.2022.3143895openalex-snapshot

A Learned Stereo Depth System for Robotic Manipulation in Homes

inferredcites →https://doi.org/10.1109/lsp.2021.3132552openalex-snapshot

Deformable Enhancement and Adaptive Fusion for Depth Map Super-Resolution

inferredcites →https://doi.org/10.1109/tci.2019.2916502openalex-snapshot

Multimodal Image Super-Resolution via Joint Sparse Representations Induced by Coupled Dictionaries

inferredcites →https://doi.org/10.1109/tcsvt.2016.2609438openalex-snapshot

Explicit Edge Inconsistency Evaluation Model for Color-Guided Depth Map Enhancement

inferredcites →https://doi.org/10.1109/tcsvt.2018.2890271openalex-snapshot

Multi-Scale Frequency Reconstruction for Guided Depth Map Super-Resolution via Deep Residual Network

inferredcites →https://doi.org/10.1109/tcsvt.2018.2890574openalex-snapshot

Color-Guided Depth Image Recovery With Adaptive Data Fidelity and Transferred Graph Laplacian Regularization

inferredcites →https://doi.org/10.1109/tcsvt.2019.2923901openalex-snapshot

RADAR: Robust Algorithm for Depth Image Super Resolution Based on FRI Theory and Multimodal Dictionary Learning

inferredcites →https://doi.org/10.1109/tcsvt.2019.2962867openalex-snapshot

Depth Map Enhancement by Revisiting Multi-Scale Intensity Guidance Within Coarse-to-Fine Stages

inferredcites →https://doi.org/10.1109/tcsvt.2021.3056726openalex-snapshot

RGB-D Semantic Segmentation and Label-Oriented Voxelgrid Fusion for Accurate 3D Semantic Mapping

inferredcites →https://doi.org/10.1109/tcsvt.2021.3104151openalex-snapshot

Depth Map Super-Resolution Based on Dual Normal-Depth Regularization and Graph Laplacian Prior

inferredcites →https://doi.org/10.1109/tcsvt.2022.3144852openalex-snapshot

Bi-Directional Progressive Guidance Network for RGB-D Salient Object Detection

inferredcites →https://doi.org/10.1109/tcyb.2016.2637661openalex-snapshot

Edge-Preserving Depth Map Upsampling by Joint Trilateral Filter

inferredcites →https://doi.org/10.1109/tcyb.2019.2932005openalex-snapshot

Going From RGB to RGBD Saliency: A Depth-Guided Transformation Model

inferredcites →https://doi.org/10.1109/tip.2003.819861openalex-snapshot

Image quality assessment: from error visibility to structural similarity

inferredcites →https://doi.org/10.1109/tip.2006.888330openalex-snapshot

Kernel Regression for Image Processing and Reconstruction

inferredcites →https://doi.org/10.1109/tip.2014.2312645openalex-snapshot

Learning Joint Intensity-Depth Sparse Representations

inferredcites →https://doi.org/10.1109/tip.2014.2329776openalex-snapshot

Color-Guided Depth Recovery From RGB-D Data Using an Adaptive Autoregressive Model

inferredcites →https://doi.org/10.1109/tip.2014.2371234openalex-snapshot

Weighted Guided Image Filtering

inferredcites →https://doi.org/10.1109/tip.2015.2468183openalex-snapshot

Gradient Domain Guided Image Filtering

inferredcites →https://doi.org/10.1109/tip.2015.2495260openalex-snapshot

Efficient Algorithms for Convolutional Sparse Representations

inferredcites →https://doi.org/10.1109/tip.2016.2521180openalex-snapshot

Super-Resolution of Multi-Observed RGB-D Images Based on Nonlocal Regression and Total Variation

inferredcites →https://doi.org/10.1109/tip.2016.2601262openalex-snapshot

Structure Selective Depth Superresolution for RGB-D Cameras

inferredcites →https://doi.org/10.1109/tip.2016.2612826openalex-snapshot

Robust Color Guided Depth Map Restoration

inferredcites →https://doi.org/10.1109/tip.2018.2806089openalex-snapshot

Depth Super-Resolution From RGB-D Pairs With Transform and Spatial Domain Regularization

inferredcites →https://doi.org/10.1109/tip.2018.2828335openalex-snapshot

Minimum Spanning Forest With Embedded Edge Inconsistency Measurement Model for Guided Depth Map Enhancement

inferredcites →https://doi.org/10.1109/tip.2018.2836318openalex-snapshot

Deep Monocular Depth Estimation via Integration of Global and Local Predictions

inferredcites →https://doi.org/10.1109/tip.2018.2842152openalex-snapshot

Scalable Online Convolutional Sparse Coding

inferredcites →https://doi.org/10.1109/tip.2018.2872175openalex-snapshot

Depth Restoration From RGB-D Data via Joint Adaptive Regularization and Thresholding on Manifolds

inferredcites →https://doi.org/10.1109/tip.2018.2874285openalex-snapshot

Deep Color Guided Coarse-to-Fine Convolutional Network Cascade for Depth Image Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2018.2875506openalex-snapshot

Depth Super-Resolution via Joint Color-Guided Internal and External Regularizations

inferredcites →https://doi.org/10.1109/tip.2018.2887029openalex-snapshot

Hierarchical Features Driven Residual Learning for Depth Map Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2019.2928631openalex-snapshot

Weighted Guided Image Filtering With Steering Kernel

inferredcites →https://doi.org/10.1109/tip.2019.2944270openalex-snapshot

Deep Coupled ISTA Network for Multi-Modal Image Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2020.3002664openalex-snapshot

PMBANet: Progressive Multi-Branch Aggregation Network for Scene Depth Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2020.3014729openalex-snapshot

Multimodal Deep Unfolding for Guided Image Super-Resolution

inferredcites →https://doi.org/10.1109/tip.2021.3106812openalex-snapshot

Unsharp Mask Guided Filtering

inferredcites →https://doi.org/10.1109/tip.2021.3131041openalex-snapshot

High-Resolution Depth Maps Imaging via Attention-Based Hierarchical Multi-Modal Fusion

inferredcites →https://doi.org/10.1109/tip.2022.3140606openalex-snapshot

Learning Discriminative Cross-Modality Features for RGB-D Saliency Detection

inferredcites →https://doi.org/10.1109/tip.2022.3141251openalex-snapshot

Multi-Modal Convolutional Dictionary Learning

inferredcites →https://doi.org/10.1109/tip.2022.3151999openalex-snapshot

Weakly Supervised RGB-D Salient Object Detection With Prediction Consistency Training and Active Scribble Boosting

inferredcites →https://doi.org/10.1109/tip.2022.3164550openalex-snapshot

EDN: Salient Object Detection via Extremely-Downsampled Network

inferredcites →https://doi.org/10.1109/tip.2022.3185550openalex-snapshot

Learning Implicit Class Knowledge for RGB-D Co-Salient Object Detection With Transformers

inferredcites →https://doi.org/10.1109/tip.2022.3216198openalex-snapshot

CIR-Net: Cross-Modality Interaction and Refinement for RGB-D Salient Object Detection

inferredcites →https://doi.org/10.1109/tit.2007.909108openalex-snapshot

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

inferredcites →https://doi.org/10.1109/tmm.2016.2613824openalex-snapshot

Color-Guided Depth Recovery via Joint Local Structural and Nonlocal Low-Rank Regularization

inferredcites →https://doi.org/10.1109/tmm.2018.2845699openalex-snapshot

A Novel Segmentation Based Depth Map Up-Sampling

inferredcites →https://doi.org/10.1109/tmm.2019.2946075openalex-snapshot

Multi-Direction Dictionary Learning Based Depth Map Super-Resolution With Autoregressive Modeling

inferredcites →https://doi.org/10.1109/tmm.2020.2987706openalex-snapshot

Frequency-Dependent Depth Map Enhancement via Iterative Depth-Guided Affine Transformation and Intensity-Guided Refinement

inferredcites →https://doi.org/10.1109/tmm.2021.3100766openalex-snapshot

MIG-Net: Multi-Scale Network Alternatively Guided by Intensity and Gradient Features for Depth Map Super-Resolution

inferredcites →https://doi.org/10.1109/tnnls.2022.3208330openalex-snapshot

Learning Complementary Correlations for Depth Super-Resolution With Incomplete Data in Real World

inferredcites →https://doi.org/10.1109/tpami.2012.125openalex-snapshot

Joint Depth and Color Camera Calibration with Distortion Correction

inferredcites →https://doi.org/10.1109/tpami.2015.2439281openalex-snapshot

Image Super-Resolution Using Deep Convolutional Networks

inferredcites →https://doi.org/10.1109/tpami.2017.2669034openalex-snapshot

Robust Guided Image Filtering Using Nonconvex Potentials

inferredcites →https://doi.org/10.1109/tpami.2018.2883553openalex-snapshot

Mutually Guided Image Filtering

inferredcites →https://doi.org/10.1109/tpami.2018.2890623openalex-snapshot

Joint Image Filtering with Deep Convolutional Networks

inferredcites →https://doi.org/10.1109/tpami.2019.2954885openalex-snapshot

Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era

inferredcites →https://doi.org/10.1109/tpami.2019.2961672openalex-snapshot

Learned Dynamic Guidance for Depth Image Reconstruction

inferredcites →https://doi.org/10.1109/tpami.2020.2984244openalex-snapshot

Deep Convolutional Neural Network for Multi-Modal Image Restoration and Fusion

inferredcites →https://doi.org/10.1109/tpami.2021.3051099openalex-snapshot

Salient Object Detection in the Deep Learning Era: An In-Depth Survey

inferredcites →https://doi.org/10.1109/tpami.2021.3074313openalex-snapshot

Weakly Supervised Object Localization and Detection: A Survey

inferredcites →https://doi.org/10.1109/tpami.2021.3102575openalex-snapshot

Learning Spatially Variant Linear Representation Models for Joint Filtering

inferredcites →https://doi.org/10.1109/tpami.2021.3104172openalex-snapshot

AGO-Net: Association-Guided 3D Point Cloud Object Detection Network

inferredcites →https://doi.org/10.1109/tsp.2006.881199openalex-snapshot

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

inferredcites →https://doi.org/10.1137/0907087openalex-snapshot

Linear Inversion of Band-Limited Reflection Seismograms

inferredcites →https://doi.org/10.1137/090769521openalex-snapshot

Total Generalized Variation

inferredcites →https://doi.org/10.1137/s003614450037906xopenalex-snapshot

Atomic Decomposition by Basis Pursuit

inferredcites →https://doi.org/10.1145/1015706.1015778openalex-snapshot

Flash photography enhancement via intrinsic relighting

inferredcites →https://doi.org/10.1145/1141911.1141935openalex-snapshot

Two-scale tone management for photographic look

inferredcites →https://doi.org/10.1145/1276377.1276497openalex-snapshot

Joint bilateral upsampling

inferredcites →https://doi.org/10.1145/1360612.1360666openalex-snapshot

Edge-preserving decompositions for multi-scale tone and detail manipulation

inferredcites →https://doi.org/10.1145/3404374openalex-snapshot

Depth Image Denoising Using Nuclear Norm and Learning Graph Model

inferredcites →https://doi.org/10.1145/3474085.3475595openalex-snapshot

Fast, High-Quality Hierarchical Depth-Map Super-Resolution

inferredcites →https://doi.org/10.1214/aos/1176342503openalex-snapshot

Robust Regression: Asymptotics, Conjectures and Monte Carlo

inferredcites →https://doi.org/10.3389/frsip.2022.847890openalex-snapshot

Depth Map Super-Resolution via Cascaded Transformers Guidance

inferredcites →https://doi.org/10.48550/arxiv.1606.08415openalex-snapshot

Gaussian Error Linear Units (GELUs)

inferredcites →https://doi.org/10.48550/arxiv.1908.00463openalex-snapshot

DIODE: A Dense Indoor and Outdoor DEpth Dataset

inferredcites →https://doi.org/10.48550/arxiv.2108.05793openalex-snapshot

Progressive Coordinate Transforms for Monocular 3D Object Detection

inferredcites →https://doi.org/10.48550/arxiv.2201.11279openalex-snapshot

Revisiting RCAN: Improved Training for Image Super-Resolution

inferredcites →https://doi.org/10.5244/c.30.7openalex-snapshot

A Deep Primal-Dual Network for Guided Depth Super-Resolution

inferredcites →https://doi.org/10.7551/mitpress/7503.003.0105openalex-snapshot

Efficient sparse coding algorithms

What points at this work

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

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Compressed Depth Map Super-Resolution and Restoration: AIM 2024 Challenge Results

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Deep Algorithm Unrolling with Alignment Embedding for Guided Image Super-resolution

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DEM super-resolution guided by high-resolution remote sensing images using multitask learning

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Thermal Image Super-Resolution: Trends and Challenges

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