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Semantic Segmentation

Papers

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Showing 4901–4950 of 14763 papers

TitleStatusHype
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation—0
CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image SegmentationCode0
Vision Aided Channel Prediction for Vehicular Communications: A Case Study of Received Power Prediction Using RGB Images—0
A Training-free Synthetic Data Selection Method for Semantic SegmentationCode0
ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations—0
Effective Defect Detection Using Instance Segmentation for NDI—0
Additive Manufacturing Processes Protocol Prediction by Artificial Intelligence using X-ray Computed Tomography data—0
Overcoming Support Dilution for Robust Few-shot Semantic Segmentation—0
ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change DetectionCode0
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image ModelsCode0
Where Do You Go? Pedestrian Trajectory Prediction using Scene Features—0
MONA: Moving Object Detection from Videos Shot by Dynamic Camera—0
Revisiting Data Augmentation for Ultrasound ImagesCode0
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation—0
QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks—0
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary TasksCode0
A Novel Scene Coupling Semantic Mask Network for Remote Sensing Image Segmentation—0
Foreign object segmentation in chest x-rays through anatomy-guided shape insertion—0
Benchmarking Image Perturbations for Testing Automated Driving Assistance SystemsCode0
A margin-based replacement for cross-entropy loss—0
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision—0
ENSeg: A Novel Dataset and Method for the Segmentation of Enteric Neuron Cells on Microscopy ImagesCode0
LiCAR: pseudo-RGB LiDAR image for CAR segmentation—0
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism—0
Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency DropoutCode0
Know "No'' Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation—0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning—0
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping—0
A Multi-Scale Feature Extraction and Fusion Deep Learning Method for Classification of Wheat Diseases—0
One-D-Piece: Image Tokenizer Meets Quality-Controllable Compression—0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Robust Change Captioning in Remote Sensing: SECOND-CC Dataset and MModalCC FrameworkCode0
The Devil is in the Details: Simple Remedies for Image-to-LiDAR Representation Learning—0
Shape-Based Single Object Classification Using Ensemble Method Classifiers—0
Image Segmentation with transformers: An Overview, Challenges and Future—0
Bayesian Multifractal Image Segmentation—0
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
UNIR-Net: A Novel Approach for Restoring Underwater Images with Non-Uniform Illumination Using Synthetic DataCode0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
Pseudolabel guided pixels contrast for domain adaptive semantic segmentationCode0
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing—0
Balance Divergence for Knowledge Distillation—0
A Critical Synthesis of Uncertainty Quantification and Foundation Models in Monocular Depth Estimation—0
AI Driven Water Segmentation with deep learning models for Enhanced Flood MonitoringCode0
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images—0
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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
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