Portrait Segmentation

6 papers with code • 1 benchmarks • 3 datasets

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Most implemented papers

SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder

clovaai/c3_sinet 20 Nov 2019

To solve the first problem, we introduce the new extremely lightweight portrait segmentation model SINet, containing an information blocking decoder and spatial squeeze modules.

ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules

HYOJINPARK/ExtPortraitSeg 8 Aug 2019

In our qualitative and quantitative analysis on the EG1800 dataset, we show that our method outperforms various existing lightweight segmentation models.

Boundary-Aware Network for Fast and High-Accuracy Portrait Segmentation

lewisluk/BoundaryAwareNetwork 12 Jan 2019

Compared with other semantic segmentation tasks, portrait segmentation requires both higher precision and faster inference speed.

PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset

PaddlePaddle/PaddleSeg 14 Dec 2021

This work is the first to construct a large-scale video portrait dataset that contains 291 videos from 23 conference scenes with 14K fine-labeled frames and extensions to multi-camera teleconferencing.

Portrait Segmentation Using Deep Learning

sumedhvdatar/PortraitSegmentation 6 Feb 2022

A portrait is a painting, drawing, photograph, or engraving of a person, especially one depicting only the face or head and shoulders.

EasyPortrait - Face Parsing and Portrait Segmentation Dataset

hukenovs/easyportrait 26 Apr 2023

Unlike most face parsing datasets, in EasyPortrait, the beard is not considered part of the skin mask, and the inside area of the mouth is separated from the teeth.