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Semantic Segmentation

Papers

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Showing 6351–6400 of 14763 papers

TitleStatusHype
Structured Model Pruning for Efficient Inference in Computational Pathology—0
Calibration & Reconstruction: Deep Integrated Language for Referring Image Segmentation—0
Streamlined Photoacoustic Image Processing with Foundation Models: A Training-Free Solution—0
Multi-rater Prompting for Ambiguous Medical Image Segmentation—0
GLID: Pre-training a Generalist Encoder-Decoder Vision Model—0
Improving Shift Invariance in Convolutional Neural Networks with Translation Invariant Polyphase SamplingCode0
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception—0
Visual Context-Aware Person Fall DetectionCode0
Exploiting Object-based and Segmentation-based Semantic Features for Deep Learning-based Indoor Scene Classification—0
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation—0
AI-Guided Feature Segmentation Techniques to Model Features from Single Crystal Diamond Growth—0
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth—0
Convolution-based Probability Gradient Loss for Semantic SegmentationCode0
RESSCAL3D: Resolution Scalable 3D Semantic Segmentation of Point Clouds—0
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation—0
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph SegmentationCode0
Uncertainty-aware Evidential Fusion-based Learning for Semi-supervised Medical Image Segmentation—0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation—0
DaF-BEVSeg: Distortion-aware Fisheye Camera based Bird's Eye View Segmentation with Occlusion Reasoning—0
Automated National Urban Map Extraction—0
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation—0
QueSTMaps: Queryable Semantic Topological Maps for 3D Scene Understanding—0
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation—0
Spatial-Temporal Multi-level Association for Video Object Segmentation—0
Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation—0
Impact of LiDAR visualisations on semantic segmentation of archaeological objects—0
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation—0
iVPT: Improving Task-relevant Information Sharing in Visual Prompt Tuning by Cross-layer Dynamic Connection—0
Human Detection from 4D Radar Data in Low-Visibility Field Conditions—0
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather—0
GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts—0
Image-based Agarwood Resinous Area Segmentation using Deep Learning—0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
Automated Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy from DWI Data—0
PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning—0
Mixed-Query Transformer: A Unified Image Segmentation Architecture—0
PIE: Physics-inspired Low-light Enhancement—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation—0
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation—0
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling—0
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector—0
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning—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
Language-Guided Instance-Aware Domain-Adaptive Panoptic 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