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Semantic Segmentation

Papers

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Showing 6551–6600 of 14763 papers

TitleStatusHype
Forest Inspection Dataset for Aerial Semantic Segmentation and Depth Estimation—0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
A Segmentation Foundation Model for Diverse-type Tumors—0
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy—0
ClickVOS: Click Video Object SegmentationCode0
CausalCellSegmenter: Causal Inference inspired Diversified Aggregation Convolution for Pathology Image Segmentation—0
Unveiling Ancient Maya Settlements Using Aerial LiDAR Image Segmentation—0
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration—0
LVIC: Multi-modality segmentation by Lifting Visual Info as Cue—0
Attention-guided Feature Distillation for Semantic Segmentation—0
Generalized Correspondence Matching via Flexible Hierarchical Refinement and Patch Descriptor Distillation—0
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs—0
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything in Videos by Prompt DenoisingCode0
GSNeRF: Generalizable Semantic Neural Radiance Fields with Enhanced 3D Scene Understanding—0
Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator—0
Self and Mixed Supervision to Improve Training Labels for Multi-Class Medical Image Segmentation—0
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision—0
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery—0
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic SegmentationCode0
Deep Common Feature Mining for Efficient Video Semantic SegmentationCode0
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation—0
ActiveAD: Planning-Oriented Active Learning for End-to-End Autonomous Driving—0
Improved LiDAR Odometry and Mapping using Deep Semantic Segmentation and Novel Outliers Detection—0
FastOcc: Accelerating 3D Occupancy Prediction by Fusing the 2D Bird's-Eye View and Perspective View—0
CenterDisks: Real-time instance segmentation with disk coveringCode0
Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation—0
Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey—0
Self-Supervised Facial Representation Learning with Facial Region Awareness—0
Map-aided annotation for pole base detection—0
RISeg: Robot Interactive Object Segmentation via Body Frame-Invariant Features—0
MCA: Moment Channel Attention NetworksCode0
Self-Supervised Representation Learning with Meta Comprehensive Regularization—0
CDSE-UNet: Enhancing COVID-19 CT Image Segmentation with Canny Edge Detection and Dual-Path SENet Feature Fusion—0
Boosting Box-supervised Instance Segmentation with Pseudo Depth—0
Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation—0
Image-Based Dietary Assessment: A Healthy Eating Plate Estimation System—0
Small, Versatile and Mighty: A Range-View Perception Framework—0
GLFNET: Global-Local (frequency) Filter Networks for efficient medical image segmentation—0
YOLO-MED : Multi-Task Interaction Network for Biomedical Images—0
RSAM-Seg: A SAM-based Approach with Prior Knowledge Integration for Remote Sensing Image Semantic Segmentation—0
HyenaPixel: Global Image Context with ConvolutionsCode0
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation—0
A Modular System for Enhanced Robustness of Multimedia Understanding Networks via Deep Parametric EstimationCode0
Spatial Coherence Loss: All Objects Matter in Salient and Camouflaged Object Detection—0
Self-Supervised Learning with Generative Adversarial Networks for Electron Microscopy—0
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image AnnotationCode0
Multi-Scale Denoising in the Feature Space for Low-Light Instance Segmentation—0
Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis—0
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation—0
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene UnderstandingCode0
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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