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Semantic Segmentation

Papers

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Showing 4401–4450 of 14763 papers

TitleStatusHype
CLIPUNetr: Assisting Human-robot Interface for Uncalibrated Visual Servoing Control with CLIP-driven Referring Expression Segmentation—0
Image-level supervision and self-training for transformer-based cross-modality tumor segmentation—0
GCL: Gradient-Guided Contrastive Learning for Medical Image Segmentation with Multi-Perspective Meta Labels—0
DynaMoN: Motion-Aware Fast and Robust Camera Localization for Dynamic Neural Radiance FieldsCode1
OmniLRS: A Photorealistic Simulator for Lunar RoboticsCode1
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image SegmentationCode1
URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road EnvironmentsCode1
NISF: Neural Implicit Segmentation FunctionsCode1
Computational framework for the generation of one-dimensional vascular models accounting for uncertainty in networks extracted from medical images—0
BROW: Better featuRes fOr Whole slide image based on self-distillation—0
Segment Anything Model for Brain Tumor Segmentation—0
X-PDNet: Accurate Joint Plane Instance Segmentation and Monocular Depth Estimation with Cross-Task Distillation and Boundary CorrectionCode1
Robust Burned Area Delineation through Multitask LearningCode1
TreeLearn: A deep learning method for segmenting individual trees from ground-based LiDAR forest point cloudsCode1
T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point CloudsCode0
Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology ImagesCode1
TFNet: Exploiting Temporal Cues for Fast and Accurate LiDAR Semantic Segmentation—0
RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement—0
Temporal-aware Hierarchical Mask Classification for Video Semantic SegmentationCode0
Large-scale Weakly Supervised Learning for Road Extraction from Satellite Imagery—0
JSMNet Improving Indoor Point Cloud Semantic and Instance Segmentation through Self-Attention and Multiscale—0
Automated Assessment of Critical View of Safety in Laparoscopic Cholecystectomy—0
Dynamic Spectrum Mixer for Visual Recognition—0
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?Code1
Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto PromptingCode2
MELAGE: A purely python based Neuroimaging software (Neonatal)Code0
Padding-free Convolution based on Preservation of Differential Characteristics of Kernels—0
Medical Image Segmentation with Belief Function Theory and Deep Learning—0
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing—0
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation—0
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation—0
Exploring Flat Minima for Domain Generalization with Large Learning RatesCode0
Active Label Refinement for Semantic Segmentation of Satellite Images—0
Computer Vision Pipeline for Automated Antarctic Krill Analysis—0
Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentationCode1
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization—0
Introducing Shape Prior Module in Diffusion Model for Medical Image Segmentation—0
A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation—0
Fully Automated Scan-to-BIM Via Point Cloud Instance SegmentationCode1
Divergences in Color Perception between Deep Neural Networks and HumansCode1
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic SegmentationCode1
Panoptic Vision-Language Feature FieldsCode1
PAg-NeRF: Towards fast and efficient end-to-end panoptic 3D representations for agricultural robotics—0
Towards Content-based Pixel Retrieval in Revisited Oxford and ParisCode1
UniSeg: A Unified Multi-Modal LiDAR Segmentation Network and the OpenPCSeg CodebaseCode2
Learning Semantic Segmentation with Query Points Supervision on Aerial ImagesCode0
Decoupling Common and Unique Representations for Multimodal Self-supervised LearningCode1
Lung Diseases Image Segmentation using Faster R-CNNs—0
A Skeleton-based Approach For Rock Crack Detection Towards A Climbing Robot ApplicationCode0
LMBiS-Net: A Lightweight Multipath Bidirectional Skip Connection based CNN for Retinal Blood Vessel 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