Hand Segmentation

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

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

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

11 shown of 11 papers with code (36 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.

• VISTA: Vision Transformer enhanced by U-Net and Image Colorfulness Frame Filtration for Automatic Retail Checkout
  23 Apr 2022 2 repositories listed
  Multi-class product counting and recognition identifies product items from images or videos for automated retail checkout.
• HGR-Net: A Fusion Network for Hand Gesture Segmentation and Recognition
  14 Jun 2018 2 repositories listed
  We propose a two-stage convolutional neural network (CNN) architecture for robust recognition of hand gestures, called HGR-Net, where the first stage performs accurate semantic segmentation to determine hand regions,…
• The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments
  19 Jul 2024 1 repository listed
  Industry 4.
• Generative Adversarial Network for Future Hand Segmentation from Egocentric Video
  21 Mar 2022 1 repository listed
  We introduce the novel problem of anticipating a time series of future hand masks from egocentric video.
• Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation
  6 Jul 2021 1 repository listed
  We validated our method on domain adaptation of hand segmentation from real and simulation images.
• Ego2Hands: A Dataset for Egocentric Two-hand Segmentation and Detection
  14 Nov 2020 1 repository listed
  Hand segmentation and detection in truly unconstrained RGB-based settings is important for many applications.
• Generalizing Hand Segmentation in Egocentric Videos With Uncertainty-Guided Model Adaptation
  1 Jun 2020 1 repository listed
  To this end, we propose a Bayesian CNN-based model adaptation framework for hand segmentation, which introduces and considers two key factors: 1) prediction uncertainty when the model is applied in a new domain and 2)…
• Attention is All We Need: Nailing Down Object-centric Attention for Egocentric Activity Recognition
  31 Jul 2018 1 repository listed
  Our model is built on the observation that egocentric activities are highly characterized by the objects and their locations in the video.
• Analysis of Hand Segmentation in the Wild
  8 Mar 2018 1 repository listed
  In the quest for robust hand segmentation methods, we evaluated the performance of the state of the art semantic segmentation methods, off the shelf and fine-tuned, on existing datasets.
• Depth Adaptive Deep Neural Network for Semantic Segmentation
  5 Aug 2017 1 repository listed
  To overcome this challenge, we develop a neural network which is able to adapt the receptive field not only for each layer but also for each neuron at the spatial location.
• Hand Segmentation for Hand-Object Interaction from Depth map
  8 Mar 2016 1 repository listed
  Thus, we propose hand segmentation method for hand-object interaction using only a depth map.