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Semantic Segmentation

Papers

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Showing 2951–3000 of 14763 papers

TitleStatusHype
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
CORP: A Multi-Modal Dataset for Campus-Oriented Roadside Perception Tasks—0
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature FusionCode0
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views—0
EndoViT: pretraining vision transformers on a large collection of endoscopic imagesCode1
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation—0
Optimizing traffic signs and lights visibility for the teleoperation of autonomous vehicles through ROI compression—0
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view CamerasCode2
Active learning for efficient annotation in precision agriculture: a use-case on crop-weed semantic segmentation—0
GPU-Accelerated RSF Level Set Evolution for Large-Scale Microvascular Segmentation—0
A Satellite Band Selection Framework for Amazon Forest Deforestation Detection Task—0
Cross-Modal Conditioned Reconstruction for Language-guided Medical Image SegmentationCode1
SG-BEV: Satellite-Guided BEV Fusion for Cross-View Semantic SegmentationCode1
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
RS-Mamba for Large Remote Sensing Image Dense PredictionCode3
Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs—0
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual LossCode2
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Samba: Semantic Segmentation of Remotely Sensed Images with State Space ModelCode2
Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation—0
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images—0
Event-assisted Low-Light Video Object SegmentationCode1
Synthetic Data for Robust Stroke SegmentationCode1
Improving Bird's Eye View Semantic Segmentation by Task Decomposition—0
Red-Teaming Segment Anything ModelCode0
Segment Any 3D Object with Language—0
Versatile Navigation under Partial Observability via Value-guided Diffusion Policy—0
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation—0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
Instance-Aware Group Quantization for Vision Transformers—0
SUGAR: Pre-training 3D Visual Representations for Robotics—0
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic SegmentationCode1
Language Guided Domain Generalized Medical Image SegmentationCode1
GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic FieldsCode1
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Anthropic Prior Knowledge—0
What is Point Supervision Worth in Video Instance Segmentation?—0
T-Mamba: Frequency-Enhanced Gated Long-Range Dependency for Tooth 3D CBCT SegmentationCode2
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation—0
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation—0
Training-Free Semantic Segmentation via LLM-Supervision—0
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse PromptsCode2
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation—0
LAESI: Leaf Area Estimation with Synthetic Imagery—0
Deep Instruction Tuning for Segment Anything ModelCode1
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR ImagesCode0
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation—0
TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag BiasCode1
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic SegmentationCode1
AgileFormer: Spatially Agile Transformer UNet for Medical Image SegmentationCode2
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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