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Semantic Segmentation

Papers

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Showing 5201–5250 of 14763 papers

TitleStatusHype
AIMS: All-Inclusive Multi-Level Segmentation—0
Condition-Invariant Semantic SegmentationCode1
CCDWT-GAN: Generative Adversarial Networks Based on Color Channel Using Discrete Wavelet Transform for Document Image BinarizationCode1
Trustworthy Deep Learning for Medical Image Segmentation—0
Semantic segmentation of sparse irregular point clouds for leaf/wood discriminationCode1
Rate-Distortion Theory in Coding for Machines and its Application—0
SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorchCode2
SOC: Semantic-Assisted Object Cluster for Referring Video Object SegmentationCode1
OpenVIS: Open-vocabulary Video Instance SegmentationCode1
Maskomaly:Zero-Shot Mask Anomaly Segmentation—0
Detect Any Shadow: Segment Anything for Video Shadow DetectionCode1
Linear Object Detection in Document Images using Multiple Object Tracking—0
GRAtt-VIS: Gated Residual Attention for Auto Rectifying Video Instance SegmentationCode0
Knowledge Diffusion for DistillationCode1
Interactive Segment Anything NeRF with Feature Imitation—0
Energy-based Detection of Adverse Weather Effects in LiDAR DataCode1
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World Environments—0
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation—0
GrowSP: Unsupervised Semantic Segmentation of 3D Point CloudsCode1
Making Vision Transformers Truly Shift-Equivariant—0
NexToU: Efficient Topology-Aware U-Net for Medical Image SegmentationCode1
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation—0
Referred by Multi-Modality: A Unified Temporal Transformer for Video Object SegmentationCode1
Self-aware and Cross-sample Prototypical Learning for Semi-supervised Medical Image SegmentationCode1
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceCode2
Semantic Segmentation by Semantic Proportions—0
MMNet: Multi-Mask Network for Referring Image Segmentation—0
Sampling-based Uncertainty Estimation for an Instance Segmentation Network—0
Streaming Object Detection on Fisheye Cameras for Automatic Parking—0
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation—0
Dual Path Transformer with Partition Attention—0
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing DataCode1
AutoDepthNet: High Frame Rate Depth Map Reconstruction using Commodity Depth and RGB Cameras—0
Support Vector Machine Guided Reproducing Kernel Particle Method for Image-Based Modeling of Microstructures—0
FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imageryCode1
An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image LevelCode1
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationCode0
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic SegmentationCode1
VDD: Varied Drone Dataset for Semantic SegmentationCode1
Siamese Masked Autoencoders—0
Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation—0
Why semantics matters: A deep study on semantic particle-filtering localization in a LiDAR semantic pole-map—0
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers—0
SAD: Segment Any RGBDCode2
ACCT is a fast and accessible automatic cell counting tool using machine learning for 2D image segmentationCode1
Contextualising Implicit Representations for Semantic Tasks—0
Hi-ResNet: Edge Detail Enhancement for High-Resolution Remote Sensing 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