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Semantic Segmentation

Papers

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Showing 9601–9650 of 14763 papers

TitleStatusHype
PCSCNet: Fast 3D Semantic Segmentation of LiDAR Point Cloud for Autonomous Car using Point Convolution and Sparse Convolution Network—0
Rethinking the Zigzag Flattening for Image Reading—0
AF_2: Adaptive Focus Framework for Aerial Imagery Segmentation—0
Iterative Learning for Instance Segmentation—0
A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements—0
Joint Learning of Frequency and Spatial Domains for Dense Predictions—0
An Active and Contrastive Learning Framework for Fine-Grained Off-Road Semantic Segmentation—0
Detecting and Learning the Unknown in Semantic Segmentation—0
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing—0
CARL-D: A vision benchmark suite and large scale dataset for vehicle detection and scene segmentationCode0
Shift-Memory Network for Temporal Scene Segmentation—0
Mirror-Yolo: A Novel Attention Focus, Instance Segmentation and Mirror Detection Model—0
Neural Architecture Search for Dense Prediction Tasks in Computer Vision—0
Beyond Deterministic Translation for Unsupervised Domain AdaptationCode0
Few-shot semantic segmentation via mask aggregationCode0
Box Supervised Video Segmentation Proposal NetworkCode0
COLA: COarse LAbel pre-training for 3D semantic segmentation of sparse LiDAR datasetsCode0
Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detection—0
A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification—0
Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation—0
Opinions Vary? Diagnosis First!Code0
Semi-supervised Medical Image Segmentation via Geometry-aware Consistency Training—0
PEg TRAnsfer Workflow recognition challenge report: Does multi-modal data improve recognition?—0
Borrowing from yourself: Faster future video segmentation with partial channel updateCode0
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid PoolingCode0
Semantic Segmentation of Anaemic RBCs Using Multilevel Deep Convolutional Encoder-Decoder Network—0
Sampling Strategy for Fine-Tuning Segmentation Models to Crisis Area under Scarcity of Data—0
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation—0
Lifting-based variational multiclass segmentation algorithm: design, convergence analysis, and implementation with applications in medical imagingCode0
A Novel Image Descriptor with Aggregated Semantic Skeleton Representation for Long-term Visual Place Recognition—0
Equivariance versus Augmentation for Spherical ImagesCode0
SCR: Smooth Contour Regression with Geometric Priors—0
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information—0
STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation—0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
Supervision by Denoising for Medical Image Segmentation—0
SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks—0
Random Ferns for Semantic Segmentation of PolSAR Images—0
Corrupted Image Modeling for Self-Supervised Visual Pre-Training—0
A Topology-Attention ConvLSTM Network and Its Application to EM ImagesCode0
Multi-modal Sensor Fusion for Auto Driving Perception: A Survey—0
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting—0
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings—0
StandardSim: A Synthetic Dataset For Retail Environments—0
EcoFlow: Efficient Convolutional Dataflows for Low-Power Neural Network AcceleratorsCode0
DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation—0
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation—0
Heed the Noise in Performance Evaluations in Neural Architecture Search—0
CGiS-Net: Aggregating Colour, Geometry and Implicit Semantic Features for Indoor Place RecognitionCode0
Characterization of Semantic Segmentation Models on Mobile Platforms for Self-Navigation in Disaster-Struck ZonesCode0
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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