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Semantic Segmentation

Papers

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Showing 10551–10600 of 14763 papers

TitleStatusHype
Two stages for visual object tracking—0
Point Cloud Learning with Transformer—0
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception—0
Every Annotation Counts: Multi-label Deep Supervision for Medical Image SegmentationCode0
Analyzing Green View Index and Green View Index best path using Google Street View and deep learningCode0
Multimodal Contrastive Training for Visual Representation Learning—0
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping—0
Quantization of Deep Neural Networks for Accurate Edge Computing—0
Learning to Better Segment Objects from Unseen Classes with Unlabeled Videos—0
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning—0
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation—0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation—0
Semi-Supervised Segmentation of Concrete Aggregate Using Consensus Regularisation and Prior Guidance—0
Multi-Class Micro-CT Image Segmentation Using Sparse Regularized Deep Networks—0
Visual Analysis Motivated Rate-Distortion Model for Image Coding—0
PocketNet: A Smaller Neural Network for Medical Image AnalysisCode0
Comprehensive Multi-Modal Interactions for Referring Image SegmentationCode0
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving—0
Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation—0
Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery—0
Semantic Segmentation by Improved Generative Adversarial Networks—0
Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation—0
SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes—0
Gaussian Dynamic Convolution for Efficient Single-Image Segmentation—0
Fashion-Guided Adversarial Attack on Person SegmentationCode0
The Butterfly Effect in Primary Visual Cortex—0
Learning structure-aware semantic segmentation with image-level supervisionCode0
Ridge Regression Neural Network for Pediatric Bone Age Assessment—0
Self-supervised Video Object Segmentation by Motion Grouping—0
Street-Map Based Validation of Semantic Segmentation in Autonomous Driving—0
SVS-net: A Novel Semantic Segmentation Network in Optical Coherence Tomography Angiography Images—0
Unsupervised Hyperspectral Stimulated Raman Microscopy Image Enhancement: Denoising and Segmentation via One-Shot Deep LearningCode0
Adaptive Intermediate Representations for Video Understanding—0
Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation—0
Machine-learned 3D Building Vectorization from Satellite Imagery—0
Single Image Depth Estimation: An Overview—0
Semantic Segmentation with Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization—0
Volume and leaf area calculation of cabbage with a neural network-based instance segmentation—0
Efficient Model Monitoring for Quality Control in Cardiac Image SegmentationCode0
Improving Online Performance Prediction for Semantic Segmentation—0
Dual Discriminator Adversarial Distillation for Data-free Model Compression—0
Estimation of BMI from Facial Images using Semantic Segmentation based Region-Aware Pooling—0
Ensemble Learning based on Classifier Prediction Confidence and Comprehensive Learning Particle Swarm Optimisation for polyp localisation—0
Unidentified Video Objects: A Benchmark for Dense, Open-World Segmentation—0
Two layer Ensemble of Deep Learning Models for Medical Image Segmentation—0
Target-Aware Object Discovery and Association for Unsupervised Video Multi-Object Segmentation—0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories—0
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline—0
Learning Position and Target Consistency for Memory-based Video Object Segmentation—0
BEFD: Boundary Enhancement and Feature Denoising for Vessel Segmentation—0
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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