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Semantic Segmentation

Papers

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Showing 901–950 of 14763 papers

TitleStatusHype
Segment Anything for HistopathologyCode2
Entropy-based measure of rock sample heterogeneity derived from micro-CT imagesCode0
Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic SegmentationCode1
From Semantic Segmentation of Natural Images to Medical Image Segmentation Using ViT-Based Architectures—0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation—0
CerraData-4MM: A multimodal benchmark dataset on Cerrado for land use and land cover classificationCode0
Medical Semantic Segmentation with Diffusion Pretrain—0
Integrating Semi-Supervised and Active Learning for Semantic Segmentation—0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches—0
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR ImagingCode0
Project-and-Fuse: Improving RGB-D Semantic Segmentation via Graph Convolution Networks—0
ContextFormer: Redefining Efficiency in Semantic Segmentation—0
INT: Instance-Specific Negative Mining for Task-Generic Promptable Segmentation—0
RUN: Reversible Unfolding Network for Concealed Object Segmentation—0
Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation ModelsCode3
Ground Awareness in Deep Learning for Large Outdoor Point Cloud Segmentation—0
Tuning Vision Foundation Model via Test-Time Prompt-Guided Training for VFSS Segmentations—0
3DSES: an indoor Lidar point cloud segmentation dataset with real and pseudo-labels from a 3D model—0
Efficient Redundancy Reduction for Open-Vocabulary Semantic SegmentationCode1
ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation TransformerCode1
Post-Training Quantization for 3D Medical Image Segmentation: A Practical Study on Real Inference EnginesCode0
Efficient Knowledge Distillation of SAM for Medical Image Segmentation—0
Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models—0
Point Cloud Upsampling as Statistical Shape Model for Pelvic—0
AdaSemSeg: An Adaptive Few-shot Semantic Segmentation of Seismic Facies—0
LSU-Net: Lightweight Automatic Organs Segmentation Network For Medical Images—0
DynAlign: Unsupervised Dynamic Taxonomy Alignment for Cross-Domain Segmentation—0
Cross-Domain Semantic Segmentation with Large Language Model-Assisted Descriptor Generation—0
The Linear Attention Resurrection in Vision Transformer—0
D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation—0
SeqSeg: Learning Local Segments for Automatic Vascular Model ConstructionCode1
Freestyle Sketch-in-the-Loop Image Segmentation—0
CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image SegmentationCode0
iFormer: Integrating ConvNet and Transformer for Mobile ApplicationCode2
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
Effective Defect Detection Using Instance Segmentation for NDI—0
ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations—0
3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous DrivingCode1
Additive Manufacturing Processes Protocol Prediction by Artificial Intelligence using X-ray Computed Tomography data—0
ME-CPT: Multi-Task Enhanced Cross-Temporal Point Transformer for Urban 3D Change DetectionCode0
Where Do You Go? Pedestrian Trajectory Prediction using Scene Features—0
Overcoming Support Dilution for Robust Few-shot Semantic Segmentation—0
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object SegmentationCode1
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image ModelsCode0
Hybridization of Attention UNet with Repeated Atrous Spatial Pyramid Pooling for Improved Brain Tumour Segmentation—0
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary TasksCode0
QuFeX: Quantum feature extraction module for hybrid quantum-classical deep neural networks—0
MONA: Moving Object Detection from Videos Shot by Dynamic Camera—0
A Novel Scene Coupling Semantic Mask Network for Remote Sensing Image Segmentation—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
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