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Semantic Segmentation

Papers

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Showing 4451–4500 of 14763 papers

TitleStatusHype
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation—0
ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image SegmentationCode1
Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical TransformerCode1
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
Semi-supervised Instance Segmentation with a Learned Shape Prior—0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Visual Material Characteristics Learning for Circular HealthcareCode0
Mask2Anomaly: Mask Transformer for Universal Open-set Segmentation—0
On the Efficacy of Multi-scale Data Samplers for Vision Applications—0
Four Ways to Improve Verbo-visual Fusion for Dense 3D Visual Grounding—0
AMLP:Adaptive Masking Lesion Patches for Self-supervised Medical Image Segmentation—0
Grouping Boundary Proposals for Fast Interactive Image Segmentation—0
Long-Range Correlation Supervision for Land-Cover Classification from Remote Sensing Images—0
From Text to Mask: Localizing Entities Using the Attention of Text-to-Image Diffusion ModelsCode0
Weakly Supervised Point Clouds Transformer for 3D Object Detection—0
Temporal Collection and Distribution for Referring Video Object Segmentation—0
MMSFormer: Multimodal Transformer for Material and Semantic SegmentationCode1
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data—0
TSI-Net: A Timing Sequence Image Segmentation Network for Intracranial Artery Segmentation in Digital Subtraction Angiography—0
Instance Segmentation of Dislocations in TEM Images—0
BroadCAM: Outcome-agnostic Class Activation Mapping for Small-scale Weakly Supervised ApplicationsCode0
Towards Comparable Knowledge Distillation in Semantic Image Segmentation—0
SAM3D: Segment Anything Model in Volumetric Medical ImagesCode1
Tracking Anything with Decoupled Video SegmentationCode3
Robust Visual Tracking by Motion Analyzing—0
EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic SegmentationCode1
Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical ApplicationsCode0
M3D-NCA: Robust 3D Segmentation with Built-in Quality ControlCode1
Diffusion Model is Secretly a Training-free Open Vocabulary Semantic SegmenterCode1
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalizationCode0
Performance Analysis of Various EfficientNet Based U-Net++ Architecture for Automatic Building Extraction from High Resolution Satellite Images—0
DeepTriNet: A Tri-Level Attention Based DeepLabv3+ Architecture for Semantic Segmentation of Satellite Images—0
Learning Cross-Modal Affinity for Referring Video Object Segmentation Targeting Limited SamplesCode0
DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation—0
Compressing Vision Transformers for Low-Resource Visual LearningCode0
Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach—0
Defect Detection in Synthetic Fibre Ropes using Detectron2 Framework—0
Large Separable Kernel Attention: Rethinking the Large Kernel Attention Design in CNNCode1
SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools—0
Mask-Attention-Free Transformer for 3D Instance SegmentationCode1
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation—0
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image SegmentationCode1
Integration of Vision-based Object Detection and Grasping for Articulated Manipulator in Lunar Conditions—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
RevColV2: Exploring Disentangled Representations in Masked Image ModelingCode2
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Exploring the Robustness of Human Parsers Towards Common Corruptions—0
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
Fearless Luminance Adaptation: A Macro-Micro-Hierarchical Transformer for Exposure Correction—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
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