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Semantic Segmentation

Papers

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Showing 13901–13950 of 14763 papers

TitleStatusHype
Two-Phase Learning for Weakly Supervised Object Localization—0
Training Deep Networks to be Spatially Sensitive—0
Learning to segment on tiny datasets: a new shape model—0
Depth Adaptive Deep Neural Network for Semantic SegmentationCode0
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes—0
Video Salient Object Detection Using Spatiotemporal Deep Features—0
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT—0
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum InferenceCode0
Video Object Segmentation with Re-identificationCode0
Fashioning with Networks: Neural Style Transfer to Design Clothes—0
2D-3D Fully Convolutional Neural Networks for Cardiac MR Segmentation—0
A Novel Approach for Image Segmentation based on Histograms computed from Hue-dataCode0
Occlusion Handling using Semantic Segmentation and Visibility-Based Rendering for Mixed Reality—0
Curriculum Domain Adaptation for Semantic Segmentation of Urban ScenesCode0
A Locally Adapting Technique for Boundary Detection using Image Segmentation—0
Efficient Yet Deep Convolutional Neural Networks for Semantic SegmentationCode0
Cascaded Scene Flow Prediction using Semantic Segmentation—0
Motion-Appearance Interactive Encoding for Object Segmentation in Unconstrained Videos—0
Semantic 3D Occupancy Mapping through Efficient High Order CRFs—0
An image segmentation algorithm for measurement of flotation froth bubble size distributions—0
Coarse-to-Fine Lifted MAP Inference in Computer VisionCode0
Spatio-temporal Human Action Localisation and Instance Segmentation in Temporally Untrimmed Videos—0
Learning Aerial Image Segmentation from Online MapsCode0
Video Object Segmentation using Tracked Object Proposals—0
Semantic Segmentation with Reverse Attention—0
The Devil is in the Decoder: Classification, Regression and GANsCode0
Improving Gibbs Sampler Scan Quality with DoGS—0
Discovering Class-Specific Pixels for Weakly-Supervised Semantic SegmentationCode0
Beyond Forward Shortcuts: Fully Convolutional Master-Slave Networks (MSNets) with Backward Skip Connections for Semantic Segmentation—0
Houdini: Fooling Deep Structured Prediction Models—0
Expected exponential loss for gaze-based video and volume ground truth annotation—0
Dominant Sets for "Constrained" Image Segmentation—0
LabelFusion: A Pipeline for Generating Ground Truth Labels for Real RGBD Data of Cluttered ScenesCode0
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting—0
Adversarial training and dilated convolutions for brain MRI segmentation—0
Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges—0
Image Segmentation Algorithms Overview—0
On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext TaskCode0
DeepIGeoS: A Deep Interactive Geodesic Framework for Medical Image SegmentationCode0
A Fast Method For Computing Principal Curvatures From Range ImagesCode0
Deep GrabCut for Object Selection—0
Location Dependent Dirichlet Processes—0
Learning Object Interactions and Descriptions for Semantic Image Segmentation—0
Indoor Scene Parsing With Instance Segmentation, Semantic Labeling and Support Relationship Inference—0
Learning Category-Specific 3D Shape Models From Weakly Labeled 2D Images—0
Improving RANSAC-Based Segmentation Through CNN Encapsulation—0
Locality-Sensitive Deconvolution Networks With Gated Fusion for RGB-D Indoor Semantic Segmentation—0
Combining Bottom-Up, Top-Down, and Smoothness Cues for Weakly Supervised Image Segmentation—0
Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization—0
An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified