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Semantic Segmentation

Papers

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Showing 5001–5050 of 14763 papers

TitleStatusHype
GraSS: Contrastive Learning with Gradient Guided Sampling Strategy for Remote Sensing Image Semantic SegmentationCode1
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic SegmentationCode1
Semantic Segmentation Using Super Resolution Technique as Pre-Processing—0
NCIS: Deep Color Gradient Maps Regression and Three-Class Pixel Classification for Enhanced Neuronal Cell Instance Segmentation in Nissl-Stained Histological Images—0
FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium SegmentationCode0
Delving into Crispness: Guided Label Refinement for Crisp Edge DetectionCode1
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation-Extended Abstract—0
CellViT: Vision Transformers for Precise Cell Segmentation and ClassificationCode2
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation—0
No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale InteractionCode0
PANet: LiDAR Panoptic Segmentation with Sparse Instance Proposal and AggregationCode1
TrickVOS: A Bag of Tricks for Video Object Segmentation—0
MIMIC: Masked Image Modeling with Image CorrespondencesCode1
SSC-RS: Elevate LiDAR Semantic Scene Completion with Representation Separation and BEV FusionCode1
Weakly Supervised 3D Segmentation via Receptive-driven Pseudo Label Consistency and Structural Consistency—0
MedLSAM: Localize and Segment Anything Model for 3D CT ImagesCode2
Mutual Query Network for Multi-Modal Product Image SegmentationCode0
A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images—0
Localized Text-to-Image Generation for Free via Cross Attention Control—0
AME-CAM: Attentive Multiple-Exit CAM for Weakly Supervised Segmentation on MRI Brain TumorCode1
AttResDU-Net: Medical Image Segmentation Using Attention-based Residual Double U-NetCode0
Interpretable Small Training Set Image Segmentation Network Originated from Multi-Grid Variational Model—0
Faster Segment Anything: Towards Lightweight SAM for Mobile ApplicationsCode5
Introducing A Novel Method For Adaptive Thresholding In Brain Tumor Medical Image Segmentation—0
On Evaluating the Adversarial Robustness of Semantic Segmentation Models—0
The Second-place Solution for CVPR VISION 23 Challenge Track 1 -- Data Effificient Defect DetectionCode0
Scribble-supervised Cell Segmentation Using Multiscale Contrastive RegularizationCode0
When SAM Meets Sonar ImagesCode1
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation—0
UAlberta at SemEval-2023 Task 1: Context Augmentation and Translation for Multilingual Visual Word Sense DisambiguationCode0
Semantic Segmentation of Porosity in 4D Spatio-Temporal X-ray μCT of Titanium Coated Ni wires using Deep Learning—0
How to Efficiently Adapt Large Segmentation Model(SAM) to Medical ImagesCode1
Limitations of Out-of-Distribution Detection in 3D Medical Image Segmentation—0
3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentationCode2
Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning—0
OpenMask3D: Open-Vocabulary 3D Instance SegmentationCode2
Segmentation and Tracking of Vegetable Plants by Exploiting Vegetable Shape Feature for Precision Spray of Agricultural RobotsCode1
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsCode1
Can a single image processing algorithm work equally well across all phases of DCE-MRI?—0
Ladder Fine-tuning approach for SAM integrating complementary networkCode1
A Sparse Graph Formulation for Efficient Spectral Image Segmentation—0
Comparative Analysis of Segment Anything Model and U-Net for Breast Tumor Detection in Ultrasound and Mammography Images—0
Inter-Instance Similarity Modeling for Contrastive LearningCode1
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequencesCode1
Fast Segment AnythingCode0
Multi-Task Consistency for Active Learning—0
Online Unsupervised Video Object Segmentation via Contrastive Motion ClusteringCode0
Using super-resolution for enhancing visual perception and segmentation performance in veterinary cytology—0
No Wrong Turns: The Simple Geometry Of Neural Networks Optimization PathsCode0
WiCo: Win-win Cooperation of Bottom-up and Top-down Referring Image Segmentation—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