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Semantic Segmentation

Papers

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Showing 13301–13350 of 14763 papers

TitleStatusHype
Self-Supervised Model Adaptation for Multimodal Semantic SegmentationCode0
Pixel Objectness: Learning to Segment Generic Objects Automatically in Images and Videos—0
ChipNet: Real-Time LiDAR Processing for Drivable Region Segmentation on an FPGA—0
An Iterative Boundary Random Walks Algorithm for Interactive Image Segmentation—0
Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation—0
SketchyScene: Richly-Annotated Scene SketchesCode0
Detection and Segmentation of Manufacturing Defects with Convolutional Neural Networks and Transfer Learning—0
Holistic 3D Scene Parsing and Reconstruction from a Single RGB ImageCode0
Detailed Dense Inference with Convolutional Neural Networks via Discrete Wavelet Transform—0
SHPR-Net: Deep Semantic Hand Pose Regression From Point Clouds—0
Towards Closing the Gap in Weakly Supervised Semantic Segmentation with DCNNs: Combining Local and Global Models—0
Pixel-level Semantics Guided Image Colorization—0
Dilated Convolutions in Neural Networks for Left Atrial Segmentation in 3D Gadolinium Enhanced-MRI—0
Traits & Transferability of Adversarial Examples against Instance Segmentation & Object Detection—0
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding—0
Sparse and Dense Data with CNNs: Depth Completion and Semantic Segmentation—0
Dynamic Adaptation on Non-Stationary Visual Domains—0
Adaptive Temporal Encoding Network for Video Instance-level Human ParsingCode0
Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation—0
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation—0
Semantic Classification of 3D Point Clouds with Multiscale Spherical Neighborhoods—0
Reinforced Evolutionary Neural Architecture SearchCode0
SegStereo: Exploiting Semantic Information for Disparity Estimation—0
Deep Dual Pyramid Network for Barcode Segmentation using Barcode-30k Database—0
Joint Learning of Intrinsic Images and Semantic SegmentationCode0
Leveraging Motion Priors in Videos for Improving Human Segmentation—0
A Restricted-Domain Dual Formulation for Two-Phase Image Segmentation—0
Modular Sensor Fusion for Semantic SegmentationCode0
Deep Leaf Segmentation Using Synthetic DataCode0
A multi-contrast MRI approach to thalamus segmentationCode0
Semi-convolutional Operators for Instance Segmentation—0
Linkage between piecewise constant Mumford-Shah model and ROF model and its virtue in image segmentation—0
FR-MRInet: A Deep Convolutional Encoder-Decoder for Brain Tumor Segmentation with Relu-RGB and Sliding-windowCode0
Instance Segmentation by Deep ColoringCode0
Aerial Imagery for Roof Segmentation: A Large-Scale Dataset towards Automatic Mapping of Buildings—0
Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images—0
Skin Lesion Segmentation Using Atrous Convolution via DeepLab v3—0
PReMVOS: Proposal-generation, Refinement and Merging for Video Object SegmentationCode0
CReaM: Condensed Real-time Models for Depth Prediction using Convolutional Neural Networks—0
Face Mask Extraction in Video Sequence—0
Convolutional Simplex Projection Network (CSPN) for Weakly Supervised Semantic SegmentationCode0
ClusterNet: 3D Instance Segmentation in RGB-D Images—0
Feature Fusion through Multitask CNN for Large-scale Remote Sensing Image Segmentation—0
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation—0
Clearing noisy annotations for computed tomography imagingCode0
Actor-Action Semantic Segmentation with Region Masks—0
Macro-Micro Adversarial Network for Human ParsingCode0
A post-processing method to improve the white matter hyperintensity segmentation accuracy for randomly-initialized U-net—0
Bounding Box Embedding for Single Shot Person Instance Segmentation—0
Competition vs. Concatenation in Skip Connections of Fully Convolutional Networks—0
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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