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Semantic Segmentation

Papers

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Showing 13801–13850 of 14763 papers

TitleStatusHype
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral ImagesCode0
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-TrainingCode0
Learning from Pattern Completion: Self-supervised Controllable GenerationCode0
A Feasible Framework for Arbitrary-Shaped Scene Text RecognitionCode0
Frequency-Guided Masking for Enhanced Vision Self-Supervised LearningCode0
Domain Adaptation for Medical Image Segmentation using Transformation-Invariant Self-TrainingCode0
Importance Sampling CAMs for Weakly-Supervised SegmentationCode0
Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video SegmentationCode0
FrGNet: A fourier-guided weakly-supervised framework for nuclear instance segmentationCode0
FR-MRInet: A Deep Convolutional Encoder-Decoder for Brain Tumor Segmentation with Relu-RGB and Sliding-windowCode0
FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road SceneCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning from Spatio-temporal Correlation for Semi-Supervised LiDAR Semantic SegmentationCode0
Inferring the Class Conditional Response Map for Weakly Supervised Semantic SegmentationCode0
A Fast Semidefinite Approach to Solving Binary Quadratic ProblemsCode0
CircleSnake: Instance Segmentation with Circle RepresentationCode0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen DatasetsCode0
On the Viability of Monocular Depth Pre-training for Semantic SegmentationCode0
A Fast Method For Computing Principal Curvatures From Range ImagesCode0
Learning from the Web: Language Drives Weakly-Supervised Incremental Learning for Semantic SegmentationCode0
Circle Representation for Medical Instance Object SegmentationCode0
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationCode0
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image SegmentationCode0
A Self-Training Framework Based on Multi-Scale Attention Fusion for Weakly Supervised Semantic SegmentationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel SegmentationCode0
From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal ImagesCode0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationCode0
A Cross-Season Correspondence Dataset for Robust Semantic SegmentationCode0
Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR SegmentationCode0
DOEI: Dual Optimization of Embedding Information for Attention-Enhanced Class Activation MapsCode0
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance SegmentationCode0
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded ApplicationsCode0
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion ModelsCode0
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document AnnotationCode0
DMSA: Dynamic Multi-scale Unsupervised Semantic Segmentation Based on Adaptive AffinityCode0
InfraParis: A multi-modal and multi-task autonomous driving datasetCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
DMM-Net: Differentiable Mask-Matching Network for Video Object SegmentationCode0
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture SearchCode0
FSGAN: Subject Agnostic Face Swapping and ReenactmentCode0
DLTK: State of the Art Reference Implementations for Deep Learning on Medical ImagesCode0
A segmentation method of airway from chest CT image based on Vgg-Unet neural networkCode0
DLOW: Domain Flow for Adaptation and GeneralizationCode0
FSS-1000: A 1000-Class Dataset for Few-Shot SegmentationCode0
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater ImagesCode0
D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road ExtractionCode0
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck ZonesCode0
DiT: Efficient Vision Transformers with Dynamic Token RoutingCode0
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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