Hand Detection

13 papers with code • 0 benchmarks • 3 datasets

As an important subject in the field of computer vision, hand detection plays an important role in many tasks such as human-computer interaction, automatic driving, virtual reality and so on.


Use these libraries to find Hand Detection models and implementations

Most implemented papers

Detector-in-Detector: Multi-Level Analysis for Human-Parts

xiaojie1017/Human-Parts 19 Feb 2019

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 Detector-in-Detector network (DID-Net).

Fingerspelling recognition in the wild with iterative visual attention

chevalierNoir/asl-iter-attn ICCV 2019

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.

Unsupervised Understanding of Location and Illumination Changes in Egocentric Videos

abetan16/open_egohands 30 Mar 2016

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 quickly.

Contextual Attention for Hand Detection in the Wild

SupreethN/Hand-CNN ICCV 2019

We also conduct ablation studies on hand detection to show the effectiveness of the proposed contextual attention module.

An Effective and Efficient Method for Detecting Hands in Egocentric Videos for Rehabilitation Applications

stevedepp/yolo4asl 27 Aug 2019

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.

Development of a hand pose recognition system on an embedded computer using Artificial Intelligence

dennishnf/cnn-hand-gesture-interface IEEE International Conference on Electronics, Electrical Engineering and Computing (INTERCON) 2019

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 technologies.

Detection and tracking of fingertips for geometric transformation of objects in virtual environment

MahmudulAlam/Fingertip-Mixed-Reality 16 Mar 2020

In particular, the distance of the thumb and index fingertips is employed to scale a 3D object in virtual environment.

Development of a hand gesture based control interface using Deep Learning

dennishnf/cnn-hand-gesture-interface International Conference on Information Management and Big Data (SIMBig) 2020

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.

Affine transformation of virtual 3D object using 2D localization of fingertips

MahmudulAlam/TI1K-Dataset 27 Oct 2020

One purpose of VR environments is to transform a virtual 3D object with affine parameters by using the gesture of thumb and index fingers.

Whose Hands Are These? Hand Detection and Hand-Body Association in the Wild

cvlab-stonybrook/BodyHands CVPR 2022

We also introduce a new challenging dataset called BodyHands containing unconstrained images with hand and their corresponding body locations annotations.