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Semantic Segmentation

Papers

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Showing 10701–10750 of 14763 papers

TitleStatusHype
Robust 2D/3D Vehicle Parsing in CVIS—0
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC—0
Deep Superpixel Cut for Unsupervised Image Segmentation—0
Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss—0
Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations—0
Are we using appropriate segmentation metrics? Identifying correlates of human expert perception for CNN training beyond rolling the DICE coefficient—0
Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks—0
Principal component-based image segmentation: a new approach to outline in vitro cell colonies—0
Point-supervised Segmentation of Microscopy Images and Volumes via Objectness RegularizationCode0
Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT—0
Deep Learning Based 3D Segmentation: A Survey—0
Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic SegmentationCode0
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation—0
Use square root affinity to regress labels in semantic segmentation—0
High-Resolution Segmentation of Tooth Root Fuzzy Edge Based on Polynomial Curve Fitting with Landmark Detection—0
End-to-end optimized image compression for multiple machine tasks—0
Hidden Backdoor Attack against Semantic Segmentation Models—0
Panoptic Lintention Network: Towards Efficient Navigational Perception for the Visually ImpairedCode0
Perception Framework through Real-Time Semantic Segmentation and Scene Recognition on a Wearable System for the Visually Impaired—0
Morphological Operation Residual Blocks: Enhancing 3D Morphological Feature Representation in Convolutional Neural Networks for Semantic Segmentation of Medical Images—0
Fast Interactive Video Object Segmentation with Graph Neural NetworksCode0
Deeply supervised UNet for semantic segmentation to assist dermatopathological assessment of Basal Cell Carcinoma (BCC)—0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning—0
A Novel Visual Representation on Text Using Diverse Conditional GAN for Visual RecognitionCode0
Learning With Context Feedback Loop for Robust Medical Image SegmentationCode0
Optical Flow Estimation from a Single Motion-blurred Image—0
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation—0
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment—0
K-means segmentation based-on lab color space for embryo detection in incubated egg—0
A Novel CNN-LSTM-based Approach to Predict Urban Expansion—0
PECNet: A Deep Multi-Label Segmentation Network for Eosinophilic Esophagitis Biopsy Diagnostics—0
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images—0
Computationally Efficient Wasserstein Loss for Structured Labels—0
Achieving Competitive Play Through Bottom-Up Approach in Semantic Segmentation—0
Snowy Night-to-Day Translator and Semantic Segmentation Label Similarity for Snow Hazard Indicator—0
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models—0
A Novel Adaptive Deep Network for Building Footprint SegmentationCode0
Convolution-Free Medical Image Segmentation using Transformers—0
Accelerating Large Kernel Convolutions with Nested Winograd Transformation.pdf—0
Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks—0
Recursive Training for Zero-Shot Semantic Segmentation—0
SCD: A Stacked Carton Dataset for Detection and SegmentationCode0
Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations—0
Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning—0
Binary segmentation of medical images using implicit spline representations and deep learningCode0
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation—0
Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting—0
Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models—0
SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences—0
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic SegmentationCode0
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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