IP Library › Granted Patent US 12,530,878
Granted Patent B2
US 12,530,878 · App. 18/033,305 · Granted Jan 20, 2026

Sequence processing for a dataset with frame dropping

Inventors: Yuwei Ren (Beijing, CN); Yin Huang (Beijing, CN); Chirag Sureshbhai Patel (San Diego, CA); Jiuyuan Lu (Beijing, CN); Hao Xu (Beijing, CN); Andrian Beletchi (Beijing, CN)
Assignee: Qualcomm Incorporated
G06V10/776G01S7/415G01S7/417G06V10/431G06V10/764G06V10/7715G06V10/82G06V40/28
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Quick Facts
Patent No.
US 12,530,878
App. No.
18/033,305
Granted
Jan 20, 2026
Kind
B2
Abstract

A computer-implemented method for restoring a sequence for a dataset with frame dropping includes receiving an input sequence. A set of features is extracted from the input sequence. A frequency distribution is determined for the input sequence based on the extracted features. Time domain information for the sequence is restored and in turn, data for the input sequence is augmented based on the restored time domain information. Additionally, noise is removed from the input sequence.

Claims (14)

1 . A computer-implemented method comprising:

receiving an input sequence;

extracting a set of features from the input sequence;

determining a frequency distribution for the input sequence based on the extracted features;

restoring time domain information for the input sequence by performing an inverse fast Fourier transformation on the frequency distribution;

augmenting data for the input sequence by decoding the restored time domain information; and

classifying the input sequence based on the augmented data.

2 . The computer-implemented method of claim 1 , in which a full input sequence is restored.

3 . The computer-implemented method of claim 2 , in which the full input sequence is restored based at least in part on an average sample dropping ratio for the input sequence.

4 . The computer-implemented method of claim 1 , further comprising restoring an order of the input sequence.

5 . The computer-implemented method of claim 1 , in which the input sequence comprises a sequence of range-Doppler images.

6 . The computer-implemented method of claim 5 , in which the range-Doppler images correspond to one or more hand gestures.

7 . The computer-implemented method of claim 1 , further comprising determining a length of a cycle of the input sequence.

8 . The computer-implemented method of claim 1 , further comprising extracting at least one noise portion from the input sequence.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Aug 11, 2023
From: REN, YUWEI; HUANG, YIN; PATEL, CHIRAG SURESHBHAI; LU, JIUYUAN; XU, HAO; BELETCHI, ANDRIAN
To: QUALCOMM INCORPORATED
Reel/Frame 064562/0905 →
Priority Claims (1)
WO PCT/CN2020/136479 · Dec 15, 2020 · international
Continuity (1)
Related Publication 20240013521A1 · Jan 11, 2024
References Cited (23)
US 10511908B1 · Fisher · 2019 [cited by applicant]
US 10614827B1 · Korjani · 2020 [cited by applicant]
US 10817712B2 · Tai · 2020 [cited by examiner]
US 11727596B1 · Gafni · 2023 [cited by examiner]
US 11822887B2 · Wang · 2023 [cited by examiner]
US 11886645B2 · Risco · 2024 [cited by examiner]
US 11948378B2 · Dey · 2024 [cited by examiner]
US 12125247B2 · Houlsby · 2024 [cited by examiner]
US 20120068768A1 · Ishikawa · 2012 [cited by examiner]
US 20170178343A1 · Maranatha · 2017 [cited by examiner]
US 20190087009A1 · Rao et al. · 2019 [cited by applicant]
US 20200105287A1 · Chang et al. · 2020 [cited by applicant]
US 20240013521A1 · Ren · 2024 [cited by examiner]
CN 104089699A · 2014 [cited by applicant]
CN 104834922A · 2015 [cited by applicant]
CN 106023996A · 2016 [cited by applicant]
CN 111081268A · 2020 [cited by applicant]
WO 2020143032A1 · 2020 [cited by applicant]
Supplementary European Search Report—EP21905746—Search Authority—Munich—Sep. 26, 2024. [cited by applicant]
International Search Report and Written Opinion—PCT/CN2020/136479—ISA/EPO—Sep. 14, 2021. [cited by applicant]
International Search Report and Written Opinion—PCT/CN2021/138300—ISA/EPO—Mar. 10, 2022. [cited by applicant]
Hazra S., et al., “Short-Range Radar-Based Gesture Recognition System Using 3D CNN With Triplet Loss”, IEEE Access, vol. 7, pp. 125623-125633, Aug. 30, 2019. [cited by applicant]
Wang Y., et al., “TS-I3D Based Hand Gesture Recognition Method With Radar Sensor”, IEEE Access, vol. 7, pp. 22902-22913, Feb. 4, 2019. [cited by applicant]