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Semantic Segmentation

Papers

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Showing 5301–5350 of 14763 papers

TitleStatusHype
CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation—0
Repurposing Stable Diffusion Attention for Training-Free Unsupervised Interactive Segmentation—0
Y-MAP-Net: Real-time depth, normals, segmentation, multi-label captioning and 2D human pose in RGB images—0
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing ImageryCode0
Assessing the Performance of the DINOv2 Self-supervised Learning Vision Transformer Model for the Segmentation of the Left Atrium from MRI Images—0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks—0
Fast probabilistic snake algorithm—0
OOD-SEG: Out-Of-Distribution detection for image SEGmentation with sparse multi-class positive-only annotations—0
Slender Object Scene Segmentation in Remote Sensing Image Based on Learnable Morphological Skeleton with Segment Anything Model—0
CoMiX: Cross-Modal Fusion with Deformable Convolutions for HSI-X Semantic Segmentation—0
Masked Image Modeling Boosting Semi-Supervised Semantic SegmentationCode0
UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation—0
Zero-shot capability of SAM-family models for bone segmentation in CT scans—0
Isometric Transformations for Image Augmentation in Mueller Matrix PolarimetryCode0
Semantic segmentation on multi-resolution optical and microwave data using deep learning—0
Horticultural Temporal Fruit Monitoring via 3D Instance Segmentation and Re-Identification using Point CloudsCode0
DRIFTS: Optimizing Domain Randomization with Synthetic Data and Weight Interpolation for Fetal Brain Tissue Segmentation—0
Data-Centric Learning Framework for Real-Time Detection of Aiming Beam in Fluorescence Lifetime Imaging Guided Surgery—0
SIESEF-FusionNet: Spatial Inter-correlation Enhancement and Spatially-Embedded Feature Fusion Network for LiDAR Point Cloud Semantic Segmentation—0
Can KAN Work? Exploring the Potential of Kolmogorov-Arnold Networks in Computer Vision—0
Image Segmentation from Shadow-Hints using Minimum Spanning Trees—0
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments—0
Superpixel Segmentation: A Long-Lasting Ill-Posed Problem—0
Pattern Integration and Enhancement Vision Transformer for Self-Supervised Learning in Remote Sensing—0
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation ModelCode0
Revisiting Network Perturbation for Semi-Supervised Semantic SegmentationCode0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
In the Era of Prompt Learning with Vision-Language Models—0
Synergy-Guided Regional Supervision of Pseudo Labels for Semi-Supervised Medical Image Segmentation—0
Generalizable Single-Source Cross-modality Medical Image Segmentation via Invariant Causal MechanismsCode0
FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation—0
Breaking The Ice: Video Segmentation for Close-Range Ice-Covered Waters—0
Towards 3D Semantic Scene Completion for Autonomous Driving: A Meta-Learning Framework Empowered by Deformable Large-Kernel Attention and Mamba Model—0
SA3DIP: Segment Any 3D Instance with Potential 3D PriorsCode0
Multi-modal NeRF Self-Supervision for LiDAR Semantic Segmentation—0
Mapping Africa Settlements: High Resolution Urban and Rural Map by Deep Learning and Satellite ImageryCode0
Topograph: An efficient Graph-Based Framework for Strictly Topology Preserving Image Segmentation—0
CIT: Rethinking Class-incremental Semantic Segmentation with a Class Independent TransformationCode0
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation—0
Region-Guided Attack on the Segment Anything Model (SAM)—0
Foundation AI Model for Medical Image Segmentation—0
SynthSet: Generative Diffusion Model for Semantic Segmentation in Precision AgricultureCode0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability—0
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
Deep Learning on 3D Semantic Segmentation: A Detailed ReviewCode0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
Exploiting Contextual Uncertainty of Visual Data for Efficient Training of Deep Models—0
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation—0
Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuliCode0
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic 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
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