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Semantic Segmentation

Papers

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Showing 7751–7800 of 14763 papers

TitleStatusHype
Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation—0
Iterative Instance Segmentation—0
Deep Learning-based Bio-Medical Image Segmentation using UNet Architecture and Transfer Learning—0
Iterative, Deep Synthetic Aperture Sonar Image Segmentation—0
Deep learning based automatic detection of offshore oil slicks using SAR data and contextual information—0
Iterative Deep Convolutional Encoder-Decoder Network for Medical Image Segmentation—0
Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation—0
Deep Learning-Based Automated Image Segmentation for Concrete Petrographic Analysis—0
Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation—0
Deep Learning-based Aerial Image Segmentation with Open Data for Disaster Impact Assessment—0
Background-Foreground Segmentation for Interior Sensing in Automotive Industry—0
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation—0
Deep Learning Based 3D Segmentation: A Survey—0
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review—0
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation—0
Lightweight Monocular Depth Estimation—0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials—0
Is SAM 2 Better than SAM in Medical Image Segmentation?—0
Lightweight Road Environment Segmentation using Vector Quantization—0
Deep-Learning-Assisted Analysis of Cataract Surgery Videos—0
Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation—0
ALSTER: A Local Spatio-Temporal Expert for Online 3D Semantic Reconstruction—0
Light-Weight Vision Transformer with Parallel Local and Global Self-Attention—0
Active Mean Fields for Probabilistic Image Segmentation: Connections with Chan-Vese and Rudin-Osher-Fatemi Models—0
ISP Distillation—0
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation?—0
Is Integer Arithmetic Enough for Deep Learning Training?—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Deep learning architectures for automated image segmentation—0
Deep Learning approach for Classifying Trusses and Runners of Strawberries—0
Is Image Super-resolution Helpful for Other Vision Tasks?—0
iShape: A First Step Towards Irregular Shape Instance Segmentation—0
Deep Learning Approach for Building Detection in Satellite Multispectral Imagery—0
Is Foreground Prototype Sufficient? Few-Shot Medical Image Segmentation with Background-Fused Prototype—0
Deep learning approaches to surgical video segmentation and object detection: A Scoping Review—0
Deep learning approaches to Earth Observation change detection—0
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger—0
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation—0
3D Segmentation of Humans in Point Clouds with Synthetic Data—0
Deep learning for image segmentation: veritable or overhyped?—0
Deep learning approaches for neural decoding: from CNNs to LSTMs and spikes to fMRI—0
ISCUTE: Instance Segmentation of Cables Using Text Embedding—0
Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications—0
Is Continual Learning Ready for Real-world Challenges?—0
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes—0
Lite-HDSeg: LiDAR Semantic Segmentation Using Lite Harmonic Dense Convolutions—0
Deep learning and its application to medical image segmentation—0
AlphaNet: An Attention Guided Deep Network for Automatic Image Matting—0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—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