Portrait Segmentation

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

6 shown of 6 papers with code (12 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder
  20 Nov 2019 8 repositories listed
  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
  8 Aug 2019 3 repositories listed
  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
  12 Jan 2019 2 repositories listed
  Compared with other semantic segmentation tasks, portrait segmentation requires both higher precision and faster inference speed.
• EasyPortrait -- Face Parsing and Portrait Segmentation Dataset
  26 Apr 2023 1 repository listed
  Limited variability in existing portrait segmentation and face parsing datasets, including head poses, ethnicity, scenes, and occlusions specific to video conferencing, motivated us to create a new dataset,…
• Portrait Segmentation Using Deep Learning
  6 Feb 2022 1 repository listed
  A portrait is a painting, drawing, photograph, or engraving of a person, especially one depicting only the face or head and shoulders.
• PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a Large-Scale Teleconferencing Video Dataset
  14 Dec 2021 1 repository listed
  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.