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Semantic Segmentation

Papers

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Showing 11351–11400 of 14763 papers

TitleStatusHype
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds—0
Point-to-set distance functions for weakly supervised segmentation—0
MirrorNet: Bio-Inspired Camouflaged Object Segmentation—0
Applying Semantic Segmentation to Autonomous Cars in the Snowy Environment—0
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry—0
Autonomous Removal of Perspective Distortion of Elevator Button Images based on Corner Detection—0
End-to-End Trainable Deep Active Contour Models for Automated Image Segmentation: Delineating Buildings in Aerial Imagery—0
A Computation-Efficient CNN System for High-Quality Brain Tumor Segmentation—0
Deep Learning Based Segmentation of Various Brain Lesions for RadiosurgeryCode0
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks—0
Greenhouse Segmentation on High-Resolution Optical Satellite Imagery using Deep Learning Techniques—0
Instance-aware Self-supervised Learning for Nuclei Segmentation—0
Attend and Segment: Attention Guided Active Semantic Segmentation—0
Darwin's Neural Network: AI-based Strategies for Rapid and Scalable Cell and Coronavirus Screening—0
Real-Time Instrument Segmentation in Robotic Surgery using Auxiliary Supervised Deep Adversarial LearningCode0
Split and Expand: An inference-time improvement for Weakly Supervised Cell Instance Segmentation—0
AinnoSeg: Panoramic Segmentation with High Perfomance—0
Can we cover navigational perception needs of the visually impaired by panoptic segmentation?—0
Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation—0
Self-similarity Student for Partial Label Histopathology Image Segmentation—0
Class-wise Dynamic Graph Convolution for Semantic Segmentation—0
Beyond Single Stage Encoder-Decoder Networks: Deep Decoders for Semantic Image Segmentation—0
Feature Pyramid Transformer—0
Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances—0
Towards Emergent Language Symbolic Semantic Segmentation and Model Interpretability—0
Superpixel-Guided Label Softening for Medical Image Segmentation—0
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation—0
Edge-Preserving Guided Semantic Segmentation for VIPriors Challenge—0
Anisotropic Mesh Adaptation for Image Segmentation Based on Mumford-Shah Functional—0
CASNet: Common Attribute Support Network for image instance and panoptic segmentation—0
GMNet: Graph Matching Network for Large Scale Part Semantic Segmentation in the Wild—0
Advances in Deep Learning for Hyperspectral Image Analysis--Addressing Challenges Arising in Practical Imaging Scenarios—0
Efficient Full Image Interactive Segmentation by Leveraging Within-image Appearance Similarity—0
Complete & Label: A Domain Adaptation Approach to Semantic Segmentation of LiDAR Point Clouds—0
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images—0
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks—0
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris—0
Negative Pseudo Labeling using Class Proportion for Semantic Segmentation in Pathology—0
PerMO: Perceiving More at Once from a Single Image for Autonomous Driving—0
Retinal Image Segmentation with a Structure-Texture Demixing Network—0
Automatic Image Labelling at Pixel Level—0
ContourRend: A Segmentation Method for Improving Contours by Rendering—0
BUNET: Blind Medical Image Segmentation Based on Secure UNET—0
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and SegmentationCode0
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis—0
Tackling the Problem of Limited Data and Annotations in Semantic SegmentationCode0
MS-NAS: Multi-Scale Neural Architecture Search for Medical Image Segmentation—0
Fine-Grained Crowd Counting—0
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation—0
Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance 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