Nothing Special   »   [go: up one dir, main page]

Deng et al., 2023 - Google Patents

Midas++: Generating Training Data of mmWave Radars From Videos for Privacy-Preserving Human Sensing With Mobility

Deng et al., 2023

Document ID
7365518181234621782
Author
Deng K
Zhao D
Zhang Z
Wang S
Zheng W
Ma H
Publication year
Publication venue
IEEE Transactions on Mobile Computing

External Links

Snippet

Millimeter wave radar is gaining traction recently for enabling privacy-preserving human sensing. However, the lack of large-scale, dynamic radar datasets impedes progress in developing robust and generalized deep learning models for mobile sensing applications …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/011—Arrangements for interaction with the human body, e.g. for user immersion in virtual reality
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/017—Gesture based interaction, e.g. based on a set of recognized hand gestures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
    • G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
    • G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/00335—Recognising movements or behaviour, e.g. recognition of gestures, dynamic facial expressions; Lip-reading
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00—Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/88—Sonar systems specially adapted for specific applications
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00—Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00—Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00—Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S3/00—Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received

Similar Documents

Publication Publication Date Title
Zhao et al. mid: Tracking and identifying people with millimeter wave radar
Yu et al. Noninvasive human activity recognition using millimeter-wave radar
Ahuja et al. Vid2doppler: Synthesizing doppler radar data from videos for training privacy-preserving activity recognition
JP7228375B2 (en) Method, apparatus and system for object tracking and navigation
Cai et al. RGB-D datasets using microsoft kinect or similar sensors: a survey
Zhao et al. Human tracking and identification through a millimeter wave radar
CN105866779A (en) Wearable barrier avoiding apparatus and barrier avoiding method based on binocular camera and millimeter-wave radar
CN107111746A (en) According to the models fitting of original time-of-flight images
CN104287946A (en) Device and method for prompting blind persons to avoid obstacles
Deng et al. Midas: Generating mmwave radar data from videos for training pervasive and privacy-preserving human sensing tasks
Ma et al. Human motion gesture recognition based on computer vision
Deng et al. Midas++: Generating Training Data of mmWave Radars From Videos for Privacy-Preserving Human Sensing With Mobility
Kim et al. Classification of micro-Doppler signatures of human aquatic activity through simulation and measurement using transferred learning
US20230103112A1 (en) System and method for monitoring activity performed by subject
Tang et al. MDPose: Human skeletal motion reconstruction using WiFi micro-Doppler signatures
Zhou et al. Md-pose: Human pose estimation for single-channel uwb radar
Wang et al. Real-Time through-wall multihuman localization and behavior recognition based on MIMO radar
Li et al. Gait Recognition Using Spatio‐Temporal Information of 3D Point Cloud via Millimeter Wave Radar
Wang et al. Multi-Modal Fusion Sensing: A Comprehensive Review of Millimeter-Wave Radar and Its Integration With Other Modalities
Ruget et al. Real-time, low-cost multi-person 3D pose estimation
Zhou et al. Three-dimensional human pose estimation from micro-Doppler signature based on SISO UWB radar
Ostovan et al. Generation of Human Micro‐Doppler Signature Based on Layer‐Reduced Deep Convolutional Generative Adversarial Network
Xiao et al. A survey on application in RF signal
Nguyen et al. Non-contact multimodal indoor human monitoring systems: A survey
Susarla et al. Non-contact multimodal indoor human monitoring systems: A survey