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Semantic Segmentation

Papers

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Showing 6801–6850 of 14763 papers

TitleStatusHype
Learning Multimodal Volumetric Features for Large-Scale Neuron TracingCode0
Systematic review of image segmentation using complex networks—0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
Clustering-Guided Class Activation for Weakly Supervised Semantic SegmentationCode0
Source-Free Online Domain Adaptive Semantic Segmentation of Satellite Images under Image Degradation—0
Kernel-U-Net: Multivariate Time Series Forecasting using Custom Kernels—0
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement—0
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images—0
Integrating Edges into U-Net Models with Explainable Activation Maps for Brain Tumor Segmentation using MR Images—0
Physics-informed Generalizable Wireless Channel Modeling with Segmentation and Deep Learning: Fundamentals, Methodologies, and Challenges—0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction—0
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
LQMFormer: Language-aware Query Mask Transformer for Referring Image Segmentation—0
SceneFun3D: Fine-Grained Functionality and Affordance Understanding in 3D Scenes—0
SNIDA: Unlocking Few-Shot Object Detection with Non-linear Semantic Decoupling Augmentation—0
Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling—0
AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One—0
Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video SegmentationCode0
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
Mudslide: A Universal Nuclear Instance Segmentation Method—0
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge—0
Referring Image Editing: Object-level Image Editing via Referring Expressions—0
Hierarchical Intra-modal Correlation Learning for Label-free 3D Semantic Segmentation—0
Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation—0
Open-Vocabulary 3D Semantic Segmentation with Foundation Models—0
Learning to Segment Referred Objects from Narrated Egocentric Videos—0
Prompt-Driven Referring Image Segmentation with Instance Contrasting—0
OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning—0
Construct to Associate: Cooperative Context Learning for Domain Adaptive Point Cloud Segmentation—0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
Endow SAM with Keen Eyes: Temporal-spatial Prompt Learning for Video Camouflaged Object Detection—0
Effective Video Mirror Detection with Inconsistent Motion CuesCode0
Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior—0
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation—0
Building Vision-Language Models on Solid Foundations with Masked Distillation—0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
WinSyn: : A High Resolution Testbed for Synthetic Data—0
Semantics Distortion and Style Matter: Towards Source-free UDA for Panoramic Segmentation—0
Analyzing Local Representations of Self-supervised Vision Transformers—0
Horizontal Federated Computer Vision—0
Double-well Net for Image SegmentationCode0
Promoting Segment Anything Model towards Highly Accurate Dichotomous Image Segmentation—0
HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping—0
Leveraging Open-Vocabulary Diffusion to Camouflaged Instance Segmentation—0
Generalized Mask-aware IoU for Anchor Assignment for Real-time Instance Segmentation—0
EvPlug: Learn a Plug-and-Play Module for Event and Image Fusion—0
Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation without Manual Labels—0
ConstScene: Dataset and Model for Advancing Robust Semantic Segmentation in Construction EnvironmentsCode0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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