Browse SoTA > Computer Vision > Instance Segmentation > Real-time Instance Segmentation

Real-time Instance Segmentation

8 papers with code ยท Computer Vision

Benchmarks

TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Latest papers without code

Deep Snake for Real-Time Instance Segmentation

CVPR 2020

Based on deep snake, we develop a two-stage pipeline for instance segmentation: initial contour proposal and contour deformation, which can handle errors in object localization.

OBJECT LOCALIZATION REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Fast Lidar Clustering by Density and Connectivity

1 Mar 2020

Lidar sensors are widely used in various applications, ranging from scientific fields over industrial use to integration in consumer products.

AUTONOMOUS DRIVING REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

CenterMask : Real-Time Anchor-Free Instance Segmentation

arXiv 2019

Plugged into the FCOS object detector, the SAG-Mask branch predicts a segmentation mask on each box with the spatial attention map that helps to focus on informative pixels and suppress noise.

REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Explicit Shape Encoding for Real-Time Instance Segmentation

ICCV 2019

In this paper, we propose a novel top-down instance segmentation framework based on explicit shape encoding, named ESE-Seg.

OBJECT DETECTION REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

YOLACT: Real-Time Instance Segmentation

ICCV 2019

Then we produce instance masks by linearly combining the prototypes with the mask coefficients.

REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Straight to Shapes++: Real-time Instance Segmentation Made More Accurate

27 May 2019

The STS model can run at 35 FPS on a high-end desktop, but its accuracy is significantly worse than that of offline state-of-the-art methods.

AUTONOMOUS DRIVING DATA AUGMENTATION DRONE NAVIGATION REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION