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Semantic Segmentation

Papers

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Showing 9251–9300 of 14763 papers

TitleStatusHype
UNet++ and LSTM combined approach for Breast Ultrasound Image Segmentation—0
Multi-rater Prompting for Ambiguous Medical Image Segmentation—0
Multi-Prompt Fine-Tuning of Foundation Models for Enhanced Medical Image Segmentation—0
UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation—0
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images—0
U-Net Based Multi-instance Video Object Segmentation—0
UNet Based Pipeline for Lung Segmentation from Chest X-Ray Images—0
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds—0
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery—0
Zero-Shot Gaze-based Volumetric Medical Image Segmentation—0
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild—0
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
Multiple Structured-Instance Learning for Semantic Segmentation with Uncertain Training Data—0
U-Netmer: U-Net meets Transformer for medical image segmentation—0
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation—0
Medical Image Segmentation using LeViT-UNet++: A Case Study on GI Tract Data—0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories—0
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models—0
A Distributionally Robust Optimization Method for Adversarial Multiple Kernel Learning—0
U-Nets as Belief Propagation: Efficient Classification, Denoising, and Diffusion in Generative Hierarchical Models—0
U-net super-neural segmentation and similarity calculation to realize vegetation change assessment in satellite imagery—0
U-Net Training with Instance-Layer Normalization—0
Multiple Instance Segmentation in Brachial Plexus Ultrasound Image Using BPMSegNet—0
U-Net Using Stacked Dilated Convolutions for Medical Image Segmentation—0
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection—0
When SAM Meets Medical Images: An Investigation of Segment Anything Model (SAM) on Multi-phase Liver Tumor Segmentation—0
Multiple Encoder-Decoders Net for Lane Detection—0
A Binary Characterization Method for Shape Convexity and Applications—0
Uni3DL: Unified Model for 3D and Language Understanding—0
Uni6Dv2: Noise Elimination for 6D Pose Estimation—0
UniBoost: Unsupervised Unimodal Pre-training for Boosting Zero-shot Vision-Language Tasks—0
UNICL-SAM: Uncertainty-Driven In-Context Segmentation with Part Prototype Discovery—0
Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation—0
Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation—0
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework—0
Multi-Planar Deep Segmentation Networks for Cardiac Substructures from MRI and CT—0
Unified HT-CNNs Architecture: Transfer Learning for Segmenting Diverse Brain Tumors in MRI from Gliomas to Pediatric Tumors—0
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes—0
Unified Medical Image Segmentation with State Space Modeling Snake—0
Unified Multi-scale Feature Abstraction for Medical Image Segmentation—0
Multi-person Physics-based Pose Estimation for Combat Sports—0
Multi-Object Tracking and Segmentation with a Space-Time Memory Network—0
Unifying 3D Vision-Language Understanding via Promptable Queries—0
Multi-Object Discovery by Low-Dimensional Object Motion—0
Unifying conditional and unconditional semantic image synthesis with OCO-GAN—0
Unifying Instance and Panoptic Segmentation with Dynamic Rank-1 Convolutions—0
Medical Image Segmentation Using a U-Net type of Architecture—0
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation—0
Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow Analysis—0
Multimodal Transfer Learning-based Approaches for Retinal Vascular 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