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Semantic Segmentation

Papers

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Showing 5651–5700 of 14763 papers

TitleStatusHype
Semantic Segmentation from Image Labels by Reconstruction from Structured DecompositionCode0
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—0
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution—0
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis—0
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions—0
Image-to-Lidar Relational Distillation for Autonomous Driving Data—0
Curriculum Prompting Foundation Models for Medical Image SegmentationCode0
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images—0
Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss—0
Structuring a Training Strategy to Robustify Perception Models with Realistic Image Augmentations—0
Abstracted Gaussian Prototypes for One-Shot Concept LearningCode0
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging—0
Transient Fault Tolerant Semantic Segmentation for Autonomous DrivingCode0
Discriminative Spatial-Semantic VOS Solution: 1st Place Solution for 6th LSVOSCode0
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation—0
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
Multi-source Domain Adaptation for Panoramic Semantic SegmentationCode0
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More—0
Generalization Capabilities of Neural Cellular Automata for Medical Image Segmentation: A Robust and Lightweight Approach—0
A Simple Baseline with Single-encoder for Referring Image Segmentation—0
SpineMamba: Enhancing 3D Spinal Segmentation in Clinical Imaging through Residual Visual Mamba Layers and Shape Priors—0
TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic SegmentationCode0
DQFormer: Towards Unified LiDAR Panoptic Segmentation with Decoupled Queries—0
MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Image Segmentation—0
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation—0
Handling Geometric Domain Shifts in Semantic Segmentation of Surgical RGB and Hyperspectral Images—0
Adversarial Manhole: Challenging Monocular Depth Estimation and Semantic Segmentation Models with Patch AttackCode0
Applying ViT in Generalized Few-shot Semantic SegmentationCode0
An Investigation on The Position Encoding in Vision-Based Dynamics Prediction—0
ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation—0
FusionSAM: Latent Space driven Segment Anything Model for Multimodal Fusion and Segmentation—0
Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion—0
Satellite Sunroof: High-res Digital Surface Models and Roof Segmentation for Global Solar Mapping—0
Physically Feasible Semantic SegmentationCode0
CV-MOS: A Cross-View Model for Motion SegmentationCode0
Localization and Expansion: A Decoupled Framework for Point Cloud Few-shot Semantic Segmentation—0
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation—0
Exploring Reliable Matching with Phase Enhancement for Night-time Semantic Segmentation—0
ICFRNet: Image Complexity Prior Guided Feature Refinement for Real-time Semantic Segmentation—0
OpenNav: Efficient Open Vocabulary 3D Object Detection for Smart Wheelchair NavigationCode0
PAM: A Propagation-Based Model for Segmenting Any 3D Objects across Multi-Modal Medical Images—0
Size Aware Cross-shape Scribble Supervision for Medical Image Segmentation—0
CSS-Segment: 2nd Place Report of LSVOS Challenge VOS Track—0
ESA: Annotation-Efficient Active Learning for Semantic SegmentationCode0
SIn-NeRF2NeRF: Editing 3D Scenes with Instructions through Segmentation and InpaintingCode0
VALE: A Multimodal Visual and Language Explanation Framework for Image Classifiers using eXplainable AI and Language ModelsCode0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
Accuracy Improvement of Cell Image Segmentation Using Feedback Former—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
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