Papers Fingertip Detection
“Fingertip Detection” 태그가 달린 논문 14편 · 필터 해제
TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging
Contactless fingerprint recognition systems offer a hygienic, user-friendly, and efficient alternative to traditional contact-based methods. However, their accuracy heavily relies on precise fingertip detection and segme…
Data AugmentationFingertip DetectionSegmentationAir Signing and Privacy-Preserving Signature Verification for Digital Documents
This paper presents a novel approach to the digital signing of electronic documents through the use of a camera-based interaction system, single-finger tracking for sign recognition, and multi commands executing hand ges…
Fingertip DetectionGesture RecognitionObject TrackingPrivacy PreservingUnified Learning Approach for Egocentric Hand Gesture Recognition and Fingertip Detection
Head-mounted device-based human-computer interaction often requires egocentric recognition of hand gestures and fingertips detection. In this paper, a unified approach of egocentric hand gesture recognition and fingertip…
Fingertip DetectionGesture RecognitionHand Gesture RecognitionPositionAffine transformation of virtual 3D object using 2D localization of fingertips
Background Interactions with virtual 3D objects in the virtual reality (VR) environment using the gesture of fingers captured in a wearable 2D camera have emerging applications in real-life. Method This paper presen…
Fingertip DetectionHand DetectionHand Gesture RecognitionMixed Reality+1Detection and tracking of fingertips for geometric transformation of objects in virtual environment
This paper presents an approach of two-stage convolutional neural network (CNN) for detection of fingertips so that an interaction of the fingertips with a 3D object in the virtual environment (VR) can be established. Th…
Fingertip DetectionHand DetectionMixed RealityObject+1Hand Segmentation and Fingertip Tracking from Depth Camera Images Using Deep Convolutional Neural Network and Multi-task SegNet
Hand segmentation and fingertip detection play an indispensable role in hand gesture-based human-machine interaction systems. In this study, we propose a method to discriminate hand components and to locate fingertips in…
Fingertip DetectionHand DetectionHand SegmentationSegmentationFingertip Detection and Tracking for Recognition of Air-Writing in Videos
Air-writing is the process of writing characters or words in free space using finger or hand movements without the aid of any hand-held device. In this work, we address the problem of mid-air finger writing using web-cam…
Fingertip DetectionHand DetectionHand Segmentationobject-detection+1Two-Stream Binocular Network: Accurate Near Field Finger Detection Based On Binocular Images
Fingertip detection plays an important role in human computer interaction. Previous works transform binocular images into depth images. Then depth-based hand pose estimation methods are used to predict 3D positions of fi…
Fingertip DetectionHand Pose EstimationPose EstimationTowards Good Practices for Deep 3D Hand Pose Estimation
3D hand pose estimation from single depth image is an important and challenging problem for human-computer interaction. Recently deep convolutional networks (ConvNet) with sophisticated design have been employed to addre…
3D Hand Pose EstimationData AugmentationFingertip DetectionHand Pose Estimation+1Two-stream convolutional neural network for accurate RGB-D fingertip detection using depth and edge information
Accurate detection of fingertips in depth image is critical for human-computer interaction. In this paper, we present a novel two-stream convolutional neural network (CNN) for RGB-D fingertip detection. Firstly edge imag…
Fingertip DetectionFingertip in the Eye: A cascaded CNN pipeline for the real-time fingertip detection in egocentric videos
We introduce a new pipeline for hand localization and fingertip detection. For RGB images captured from an egocentric vision mobile camera, hand and fingertip detection remains a challenging problem due to factors like b…
Fingertip DetectionRule Of Thumb: Deep derotation for improved fingertip detection
We investigate a novel global orientation regression approach for articulated objects using a deep convolutional neural network. This is integrated with an in-plane image derotation scheme, DeROT, to tackle the problem o…
Fingertip DetectionGeneral ClassificationHand Pose EstimationPose Estimation+1Fingers' Angle Calculation using Level-Set Method
In the current age, use of natural communication in human computer interaction is a known and well installed thought. Hand gesture recognition and gesture based applications has gained a significant amount of popularity …
Fingertip DetectionGesture RecognitionHand Gesture RecognitionHand-Gesture RecognitionA Health Monitoring System for Elder and Sick Persons
This paper discusses a vision based health monitoring system which would be very easy in use and deployment. Elder and sick people who are not able to talk or walk they are dependent on other human beings for their daily…
Fingertip DetectionGeneral Classification