Hand Detection

Description from the archive archive 2025-07-28.

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

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

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

17 shown of 17 papers with code (62 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.

• HaGRIDv2: 1M Images for Static and Dynamic Hand Gesture Recognition
  2 Dec 2024 2 repositories listed
  This paper proposes the second version of the widespread Hand Gesture Recognition dataset HaGRID -- HaGRIDv2.
• Fingerspelling recognition in the wild with iterative visual attention
  28 Aug 2019 2 repositories listed
  In this paper we focus on recognition of fingerspelling sequences in American Sign Language (ASL) videos collected in the wild, mainly from YouTube and Deaf social media.
• Detector-in-Detector: Multi-Level Analysis for Human-Parts
  19 Feb 2019 2 repositories listed
  In particular, we adopt a region-based object detection structure with two carefully designed detectors to separately pay attention to the human body and body parts in a coarse-to-fine manner, which we call…
• An Approach for Air Drawing Using Background Subtraction and Contour Extraction
  3 Mar 2025 1 repository listed
  In this paper, we propose a novel approach for air drawing that uses image processing techniques to draw on the screen by moving fingers in the air.
• RoHan: Robust Hand Detection in Operation Room
  14 Jan 2025 1 repository listed
  To overcome these challenges, we present "RoHan" - a novel approach for robust hand detection in the OR, leveraging advanced semi-supervised domain adaptation techniques to tackle the challenges of varying recording…
• WiLoR: End-to-end 3D Hand Localization and Reconstruction in-the-wild
  18 Sep 2024 1 repository listed
  In recent years, 3D hand pose estimation methods have garnered significant attention due to their extensive applications in human-computer interaction, virtual reality, and robotics.
• EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos
  5 Jun 2024 1 repository listed
  Surgical tool detection is a fundamental task for understanding egocentric open surgery videos.
• HaDR: Applying Domain Randomization for Generating Synthetic Multimodal Dataset for Hand Instance Segmentation in Cluttered Industrial Environments
  12 Apr 2023 1 repository listed
  This study uses domain randomization to generate a synthetic RGB-D dataset for training multimodal instance segmentation models, aiming to achieve colour-agnostic hand localization in cluttered industrial environments.
• HaGRID - HAnd Gesture Recognition Image Dataset
  16 Jun 2022 1 repository listed
  This paper introduces an enormous dataset, HaGRID (HAnd Gesture Recognition Image Dataset), to build a hand gesture recognition (HGR) system concentrating on interaction with devices to manage them.
• Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild
  1 Jan 2022 1 repository listed
  We also introduce a new challenging dataset called BodyHands containing unconstrained images with hand and their corresponding body locations annotations.
• Affine transformation of virtual 3D object using 2D localization of fingertips
  27 Oct 2020 1 repository listed
  One purpose of VR environments is to transform a virtual 3D object with affine parameters by using the gesture of thumb and index fingers.
• Development of a hand gesture based control interface using Deep Learning
  23 Apr 2020 1 repository listed
  This paper describes the implementation of a control system based on ten different hand gestures, providing a useful approach for the implementation of better user-friendly human-machine interfaces.
• Detection and tracking of fingertips for geometric transformation of objects in virtual environment
  16 Mar 2020 1 repository listed
  In particular, the distance of the thumb and index fingertips is employed to scale a 3D object in virtual environment.
• Development of a hand pose recognition system on an embedded computer using Artificial Intelligence
  3 Oct 2019 1 repository listed
  The recognition of hand gestures is a very interesting research topic due to the growing demand in recent years in robotics, virtual reality, autonomous driving systems, human-machine interfaces and in other new…
• An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications
  27 Aug 2019 1 repository listed
  Significance: The method proposed here, in combination with wearable cameras, will help clinicians directly measure hand function in a patient's daily life at home, enabling independence after SCI.
• Contextual Attention for Hand Detection in the Wild
  9 Apr 2019 1 repository listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  We also conduct ablation studies on hand detection to show the effectiveness of the proposed contextual attention module.
• Unsupervised Understanding of Location and Illumination Changes in Egocentric Videos
  30 Mar 2016 1 repository listed
  Wearable cameras stand out as one of the most promising devices for the upcoming years, and as a consequence, the demand of computer algorithms to automatically understand the videos recorded with them is increasing…

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.