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Semantic Segmentation

Papers

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Showing 13701–13750 of 14763 papers

TitleStatusHype
Semantic Segmentation via Highly Fused Convolutional Network with Multiple Soft Cost Functions—0
A fully automated framework for lung tumour detection, segmentation and analysis—0
Depth Not Needed - An Evaluation of RGB-D Feature Encodings for Off-Road Scene Understanding by Convolutional Neural Network—0
Instance Embedding Transfer to Unsupervised Video Object Segmentation—0
Restricted Deformable Convolution based Road Scene Semantic Segmentation Using Surround View Cameras—0
Utilizing Semantic Visual Landmarks for Precise Vehicle Navigation—0
Semantic Segmentation of Human Thigh Quadriceps Muscle in Magnetic Resonance Images—0
Robust path-based spectral clustering—0
Automated image segmentation for detecting cell spreading for metastasizing assessments of cancer development—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Counterfactual Image Networks—0
Integrating semi-supervised label propagation and random forests for multi-atlas based hippocampus segmentation—0
Interactive Video Object Segmentation in the Wild—0
Context aware saliency map generation using semantic segmentation—0
ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans—0
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels—0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Texture Object Segmentation Based on Affine Invariant Texture Detection—0
Recurrent Pixel Embedding for Instance GroupingCode0
Towards dense object tracking in a 2D honeybee hiveCode0
The ParallelEye Dataset: Constructing Large-Scale Artificial Scenes for Traffic Vision Research—0
Boundary-sensitive Network for Portrait Segmentation—0
Track, then Decide: Category-Agnostic Vision-based Multi-Object Tracking—0
Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning—0
Image Segmentation to Distinguish Between Overlapping Human Chromosomes—0
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentationCode0
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes—0
Pointwise Convolutional Neural NetworksCode0
Self-Supervised Relative Depth Learning for Urban Scene Understanding—0
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features—0
Error Correction for Dense Semantic Image Labeling—0
Image Inpainting for High-Resolution Textures using CNN Texture Synthesis—0
In-Place Activated BatchNorm for Memory-Optimized Training of DNNsCode0
Per-Pixel Feedback for improving Semantic SegmentationCode0
Generative Adversarial PerturbationsCode0
iPose: Instance-Aware 6D Pose Estimation of Partly Occluded Objects—0
IEOPF: An Active Contour Model for Image Segmentation with Inhomogeneities Estimated by Orthogonal Primary Functions—0
Deep learning for semantic segmentation of remote sensing images with rich spectral content—0
A semi-supervised fuzzy GrowCut algorithm to segment and classify regions of interest of mammographic images—0
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial NetworksCode0
Recurrent Neural Networks for Semantic Instance SegmentationCode0
Mix-and-Match Tuning for Self-Supervised Semantic Segmentation—0
Single-Shot Object Detection with Enriched Semantics—0
Real-time Semantic Image Segmentation via Spatial Sparsity—0
Houdini: Fooling Deep Structured Visual and Speech Recognition Models with Adversarial Examples—0
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation—0
An End-to-end 3D Convolutional Neural Network for Action Detection and Segmentation in Videos—0
3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues—0
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes—0
Spatially-Adaptive Filter Units for Deep Neural NetworksCode0
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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