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Semantic Segmentation

Papers

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Showing 6901–6950 of 14763 papers

TitleStatusHype
Comparing YOLOv8 and Mask RCNN for object segmentation in complex orchard environments—0
Advanced Image Segmentation Techniques for Neural Activity Detection via C-fos Immediate Early Gene Expression—0
Enhancing CT Image synthesis from multi-modal MRI data based on a multi-task neural network framework—0
Semi-supervised Active Learning for Video Action DetectionCode0
Automated Behavioral Analysis Using Instance SegmentationCode0
X4D-SceneFormer: Enhanced Scene Understanding on 4D Point Cloud Videos through Cross-modal Knowledge TransferCode0
Transferring CLIP's Knowledge into Zero-Shot Point Cloud Semantic Segmentation—0
MS-Twins: Multi-Scale Deep Self-Attention Networks for Medical Image Segmentation—0
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples—0
MWSIS: Multimodal Weakly Supervised Instance Segmentation with 2D Box Annotations for Autonomous DrivingCode0
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor—0
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization—0
MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation—0
Dual Structure-Aware Image Filterings for Semi-supervised Medical Image Segmentation—0
Point Cloud Semantic Segmentation with Sparse and Inhomogeneous AnnotationsCode0
DFGET: Displacement-Field Assisted Graph Energy Transmitter for Gland Instance Segmentation—0
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation—0
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural RepresentationsCode0
ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure ReconstructionCode0
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation—0
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
Flexible visual prompts for in-context learning in computer visionCode0
Deep-Learning-Assisted Analysis of Cataract Surgery Videos—0
CSL: Class-Agnostic Structure-Constrained Learning for Segmentation Including the Unseen—0
SAR image segmentation algorithms based on I-divergence-TV model—0
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation—0
Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects—0
ODES: Domain Adaptation with Expert Guidance for Online Medical Image Segmentation—0
Immature Green Apple Detection and Sizing in Commercial Orchards using YOLOv8 and Shape Fitting Techniques—0
A global optimization SAR image segmentation model can be easily transformed to a general ROF denoising model—0
Segmentation of Kidney Tumors on Non-Contrast CT Images using Protuberance Detection Network—0
LSegDiff: A Latent Diffusion Model for Medical Image Segmentation—0
HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image—0
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation—0
Fine-tuning vision foundation model for crack segmentation in civil infrastructures—0
Residual Graph Convolutional Network for Bird's-Eye-View Semantic Segmentation—0
An unsupervised approach towards promptable defect segmentation in laser-based additive manufacturing by Segment Anything—0
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds—0
Bottom-Up Instance Segmentation of Catheters for Chest X-Rays—0
DeepPyramid+: Medical Image Segmentation using Pyramid View Fusion and Deformable Pyramid Reception—0
Novel class discovery meets foundation models for 3D semantic segmentation—0
DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control—0
Uni3DL: Unified Model for 3D and Language Understanding—0
Graph Information Bottleneck for Remote Sensing Segmentation—0
Towards Granularity-adjusted Pixel-level Semantic Annotation—0
Towards More Unified In-context Visual Understanding—0
Instance-guided Cartoon Editing with a Large-scale Dataset—0
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter ConvolutionCode0
Contrastive Learning-Based Spectral Knowledge Distillation for Multi-Modality and Missing Modality Scenarios in Semantic 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