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Semantic Segmentation

Papers

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Showing 6101–6150 of 14763 papers

TitleStatusHype
SpectralZoom: Efficient Segmentation with an Adaptive Hyperspectral Camera—0
Characterizing segregation in blast rock piles a deep-learning approach leveraging aerial image analysis—0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Interactive Image Selection and Training for Brain Tumor Segmentation Network—0
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning—0
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized Segmentation—0
LSKSANet: A Novel Architecture for Remote Sensing Image Semantic Segmentation Leveraging Large Selective Kernel and Sparse Attention Mechanism—0
MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild—0
Improving Segment Anything on the Fly: Auxiliary Online Learning and Adaptive Fusion for Medical Image Segmentation—0
Layout Agnostic Scene Text Image Synthesis with Diffusion Models—0
MP-PolarMask: A Faster and Finer Instance Segmentation for Concave Images—0
TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability EstimationCode0
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding—0
An expert-driven data generation pipeline for histological imagesCode0
Semi-supervised Video Semantic Segmentation Using Unreliable Pseudo Labels for PVUW2024—0
SimSAM: Zero-shot Medical Image Segmentation via Simulated InteractionCode0
From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops via Instance SegmentationCode0
Complex Style Image Transformations for Domain Generalization in Medical Images—0
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation—0
A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing—0
An Image Segmentation Model with Transformed Total VariationCode0
2nd Place Solution for PVUW Challenge 2024: Video Panoptic Segmentation—0
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation—0
Uncertainty Quantification for Bird's Eye View Semantic Segmentation: Methods and Benchmarks—0
Extreme Point Supervised Instance Segmentation—0
DenseSeg: Joint Learning for Semantic Segmentation and Landmark Detection Using Dense Image-to-Shape RepresentationCode0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation—0
CRIS: Collaborative Refinement Integrated with Segmentation for Polyp Segmentation—0
Twin Deformable Point Convolutions for Point Cloud Semantic Segmentation in Remote Sensing Scenes—0
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation ModelsCode0
View-Consistent Hierarchical 3D Segmentation Using Ultrametric Feature FieldsCode0
Scaling White-Box Transformers for Vision—0
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image SegmentationCode0
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation—0
Optimizing Split Points for Error-Resilient SplitFed Learning—0
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation—0
Enabling Visual Recognition at Radio Frequency—0
CBAR‑UNet: A novel methodology for segmentation of cardiac magnetic resonance images using block attention‑based deep residual neural networkCode0
Organizing Background to Explore Latent Classes for Incremental Few-shot Semantic Segmentation—0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models—0
Parameter-efficient Fine-tuning in Hyperspherical Space for Open-vocabulary Semantic Segmentation—0
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention—0
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation—0
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms—0
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images—0
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering—0
Image-level Regression for Uncertainty-aware Retinal Image SegmentationCode0
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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