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Semantic Segmentation

Papers

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Showing 7751–7800 of 14763 papers

TitleStatusHype
WildNet: Learning Domain Generalized Semantic Segmentation from the WildCode1
Technical Report on Subspace Pyramid Fusion Network for Semantic SegmentationCode0
MultiMAE: Multi-modal Multi-task Masked AutoencodersCode2
"This is my unicorn, Fluffy": Personalizing frozen vision-language representationsCode1
FIFO: Learning Fog-invariant Features for Foggy Scene SegmentationCode1
Dynamic Focus-aware Positional Queries for Semantic SegmentationCode1
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationCode1
How stable are Transferability Metrics evaluations?—0
A Novel Mask R-CNN Model to Segment Heterogeneous Brain Tumors through Image Subtraction—0
Exemplar Learning for Medical Image Segmentation—0
Adversarially robust segmentation models learn perceptually-aligned gradients—0
Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic SegmentationCode1
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learningCode1
Online Convolutional Re-parameterizationCode1
Semantic-Aware Domain Generalized SegmentationCode1
Ship Segmentation and Georeferencing from Static Oblique View Images—0
FRNet: Factorized and Regular Blocks Network for Semantic Segmentation in Road SceneCode0
Analysis of Sparse Subspace Clustering: Experiments and Random Projection—0
UNetFormer: A Unified Vision Transformer Model and Pre-Training Framework for 3D Medical Image SegmentationCode3
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition—0
Online panoptic 3D reconstruction as a Linear Assignment ProblemCode1
Autonomous crater detection on asteroids using a fully-convolutional neural network—0
GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER—0
DBCal: Density Based Calibration of classifier predictions for uncertainty quantification—0
Dynamic Multimodal FusionCode1
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Human Instance Segmentation and Tracking via Data Association and Single-stage Detector—0
ReSTR: Convolution-free Referring Image Segmentation Using Transformers—0
Tooth Instance Segmentation on Panoramic Dental Radiographs Using U-Nets and Morphological ProcessingCode1
COSMOS: Cross-Modality Unsupervised Domain Adaptation for 3D Medical Image Segmentation based on Target-aware Domain Translation and Iterative Self-Training—0
Learning Instance-Specific Adaptation for Cross-Domain Segmentation—0
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving DataCode2
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors—0
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object DetectionCode2
Threshold Matters in WSSS: Manipulating the Activation for the Robust and Accurate Segmentation Model Against ThresholdsCode1
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation—0
On the Road to Online Adaptation for Semantic Image SegmentationCode1
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions—0
OdontoAI: A human-in-the-loop labeled data set and an online platform to boost research on dental panoramic radiographs—0
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene SegmentationCode2
Target and Task specific Source-Free Domain Adaptive Image SegmentationCode1
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingCode1
Self-Supervised Image Representation Learning with Geometric Set Consistency—0
Self-Supervised Leaf Segmentation under Complex Lighting ConditionsCode1
SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
Abstract Flow for Temporal Semantic Segmentation on the Permutohedral LatticeCode1
In-N-Out Generative Learning for Dense Unsupervised Video SegmentationCode1
Harmonizing Pathological and Normal Pixels for Pseudo-healthy SynthesisCode1
Eigencontours: Novel Contour Descriptors Based on Low-Rank ApproximationCode1
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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