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Semantic Segmentation

Papers

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Showing 4901–4950 of 14763 papers

TitleStatusHype
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water SurfacesCode1
YOLIC: An Efficient Method for Object Localization and Classification on Edge DevicesCode0
SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital PathologyCode1
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and ResolutionCode6
OG: Equip vision occupancy with instance segmentation and visual grounding—0
Rectifying Noisy Labels with Sequential Prior: Multi-Scale Temporal Feature Affinity Learning for Robust Video SegmentationCode0
RFENet: Towards Reciprocal Feature Evolution for Glass SegmentationCode0
Correlation-Aware Mutual Learning for Semi-supervised Medical Image SegmentationCode1
Non-Hierarchical Transformers for Pedestrian Segmentation—0
SAM^Med: A medical image annotation framework based on large vision model—0
Estimating label quality and errors in semantic segmentation data via any model—0
3D Medical Image Segmentation based on multi-scale MPU-NetCode0
Automatic Generation of Semantic Parts for Face Image SynthesisCode0
FODVid: Flow-guided Object Discovery in Videos—0
A Graph Multi-separator Problem for Image Segmentation—0
Test-Time Adaptation for Nighttime Color-Thermal Semantic Segmentation—0
Semantic-SAM: Segment and Recognize Anything at Any GranularityCode4
Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image RegistrationCode1
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye ViewCode1
Mx2M: Masked Cross-Modality Modeling in Domain Adaptation for 3D Semantic Segmentation—0
Marine Debris Detection in Satellite Surveillance using Attention Mechanisms—0
CMDFusion: Bidirectional Fusion Network with Cross-modality Knowledge Distillation for LIDAR Semantic SegmentationCode1
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets—0
Latent Graph Attention for Enhanced Spatial Context—0
Building and Road Segmentation Using EffUNet and Transfer Learning Approach—0
Ariadne's Thread:Using Text Prompts to Improve Segmentation of Infected Areas from Chest X-ray imagesCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
Interactive Learning of Intrinsic and Extrinsic Properties for All-day Semantic SegmentationCode1
General-Purpose Multimodal Transformer meets Remote Sensing Semantic SegmentationCode0
A Deep Active Contour Model for Delineating Glacier Calving Fronts—0
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures on LiDAR Data—0
To pretrain or not to pretrain? A case study of domain-specific pretraining for semantic segmentation in histopathologyCode0
Empirical Analysis of a Segmentation Foundation Model in Prostate Imaging—0
Semi-supervised Domain Adaptive Medical Image Segmentation through Consistency Regularized Disentangled Contrastive LearningCode1
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks—0
Self-supervised learning via inter-modal reconstruction and feature projection networks for label-efficient 3D-to-2D segmentationCode0
Towards accurate instance segmentation in large-scale LiDAR point cloudsCode1
Conditional Boundary Loss for Semantic SegmentationCode1
GNEP Based Dynamic Segmentation and Motion Estimation for Neuromorphic Imaging—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking—0
Spherical Feature Pyramid Networks For Semantic Segmentation—0
Multi-Modal Prototypes for Open-World Semantic Segmentation—0
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: Semi-Supervised Video Object Segmentation—0
ToothSegNet: Image Degradation meets Tooth Segmentation in CBCT Images—0
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationCode0
RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation—0
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation DatasetsCode1
Source Identification: A Self-Supervision Task for Dense Prediction—0
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CTCode1
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images—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