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Semantic Segmentation

Papers

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Showing 2501–2550 of 14763 papers

TitleStatusHype
PanoSSC: Exploring Monocular Panoptic 3D Scene Reconstruction for Autonomous Driving—0
Stable Neighbor Denoising for Source-free Domain Adaptive SegmentationCode1
Merlin: A Vision Language Foundation Model for 3D Computed TomographyCode3
UMAD: Unsupervised Mask-Level Anomaly Detection for Autonomous Driving—0
Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale DatasetCode2
Technical Report for CVPR 2024 WeatherProof Dataset Challenge: Semantic Segmentation on Paired Real Data—0
Transforming Heart Chamber Imaging: Self-Supervised Learning for Whole Heart Reconstruction and Segmentation—0
CAMS: Convolution and Attention-Free Mamba-based Cardiac Image SegmentationCode1
Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation—0
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and LanguageCode2
Multi-Stain Multi-Level Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation—0
Scaling Graph Convolutions for Mobile VisionCode1
GCtx-UNet: Efficient Network for Medical Image SegmentationCode1
SAM-PM: Enhancing Video Camouflaged Object Detection using Spatio-Temporal AttentionCode1
InfoGaussian: Structure-Aware Dynamic Gaussians through Lightweight Information Shaping—0
U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery—0
1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation—0
Medical Vision Generalist: Unifying Medical Imaging Tasks in ContextCode2
3D MRI Synthesis with Slice-Based Latent Diffusion Models: Improving Tumor Segmentation Tasks in Data-Scarce RegimesCode1
A Two-Stage Adverse Weather Semantic Segmentation Method for WeatherProof Challenge CVPR 2024 Workshop UG2+—0
Training-Free Robust Interactive Video Object Segmentation—0
Layered Image Vectorization via Semantic Simplification—0
VISTA3D: Versatile Imaging SegmenTation and Annotation model for 3D Computed TomographyCode3
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation—0
Research on Tumors Segmentation based on Image Enhancement Method—0
Semantic Segmentation on VSPW Dataset through Masked Video Consistency—0
3rd Place Solution for MeViS Track in CVPR 2024 PVUW workshop: Motion Expression guided Video Segmentation—0
A Semi-Self-Supervised Approach for Dense-Pattern Video Object Segmentation—0
1st Place Solution for MOSE Track in CVPR 2024 PVUW Workshop: Complex Video Object Segmentation—0
Prototype Correlation Matching and Class-Relation Reasoning for Few-Shot Medical Image Segmentation—0
Nacala-Roof-Material: Drone Imagery for Roof Detection, Classification, and Segmentation to Support Mosquito-borne Disease Risk Assessment—0
Parameter-Inverted Image Pyramid NetworksCode2
SpectralZoom: Efficient Segmentation with an Adaptive Hyperspectral Camera—0
Gear-NeRF: Free-Viewpoint Rendering and Tracking with Motion-aware Spatio-Temporal SamplingCode1
DSNet: A Novel Way to Use Atrous Convolutions in Semantic SegmentationCode2
Matching Anything by Segmenting AnythingCode5
Frequency-based Matcher for Long-tailed Semantic SegmentationCode1
3rd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation—0
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset ChallengeCode0
Characterizing segregation in blast rock piles a deep-learning approach leveraging aerial image analysis—0
Instance Segmentation and Teeth Classification in Panoramic X-raysCode1
U-KAN Makes Strong Backbone for Medical Image Segmentation and GenerationCode2
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy—0
DiffCut: Catalyzing Zero-Shot Semantic Segmentation with Diffusion Features and Recursive Normalized CutCode2
Interactive Image Selection and Training for Brain Tumor Segmentation Network—0
Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation—0
Multi-Task Multi-Scale Contrastive Knowledge Distillation for Efficient Medical Image SegmentationCode1
Window to Wall Ratio Detection using SegFormerCode1
Generative Active Learning for Long-tailed Instance SegmentationCode2
Domain Game: Disentangle Anatomical Feature for Single Domain Generalized 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
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