EP4551928A4 - METHOD AND SYSTEM FOR DETECTING ENVELOPE ANOMALIES - Google Patents
METHOD AND SYSTEM FOR DETECTING ENVELOPE ANOMALIESInfo
- Publication number
- EP4551928A4 EP4551928A4 EP24755808.3A EP24755808A EP4551928A4 EP 4551928 A4 EP4551928 A4 EP 4551928A4 EP 24755808 A EP24755808 A EP 24755808A EP 4551928 A4 EP4551928 A4 EP 4551928A4
- Authority
- EP
- European Patent Office
- Prior art keywords
- anomalies
- detecting envelope
- envelope
- detecting
- envelope anomalies
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/0002—Inspection of images, e.g. flaw detection
- G06T7/0004—Industrial image inspection
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/95—Investigating the presence of flaws or contamination characterised by the material or shape of the object to be examined
- G01N21/9515—Objects of complex shape, e.g. examined with use of a surface follower device
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
- G05D1/60—Intended control result
- G05D1/656—Interaction with payloads or external entities
- G05D1/689—Pointing payloads towards fixed or moving targets
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/251—Fusion techniques of input or preprocessed data
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/10—Image acquisition
- G06V10/12—Details of acquisition arrangements; Constructional details thereof
- G06V10/14—Optical characteristics of the device performing the acquisition or on the illumination arrangements
- G06V10/143—Sensing or illuminating at different wavelengths
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
- G06V20/17—Terrestrial scenes taken from planes or by drones
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/10—Terrestrial scenes
- G06V20/176—Urban or other man-made structures
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B64—AIRCRAFT; AVIATION; COSMONAUTICS
- B64U—UNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
- B64U2101/00—UAVs specially adapted for particular uses or applications
- B64U2101/30—UAVs specially adapted for particular uses or applications for imaging, photography or videography
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01J—MEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
- G01J5/00—Radiation pyrometry, e.g. infrared or optical thermometry
- G01J2005/0077—Imaging
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/84—Systems specially adapted for particular applications
- G01N21/88—Investigating the presence of flaws or contamination
- G01N21/8851—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges
- G01N2021/8887—Scan or image signal processing specially adapted therefor, e.g. for scan signal adjustment, for detecting different kinds of defects, for compensating for structures, markings, edges based on image processing techniques
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D2105/00—Specific applications of the controlled vehicles
- G05D2105/80—Specific applications of the controlled vehicles for information gathering, e.g. for academic research
- G05D2105/89—Specific applications of the controlled vehicles for information gathering, e.g. for academic research for inspecting structures, e.g. wind mills, bridges, buildings or vehicles
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D2107/00—Specific environments of the controlled vehicles
- G05D2107/60—Open buildings, e.g. offices, hospitals, shopping areas or universities
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D2109/00—Types of controlled vehicles
- G05D2109/20—Aircraft, e.g. drones
- G05D2109/25—Rotorcrafts
- G05D2109/254—Flying platforms, e.g. multicopters
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10024—Color image
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10032—Satellite or aerial image; Remote sensing
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/10—Image acquisition modality
- G06T2207/10048—Infrared image
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T2207/00—Indexing scheme for image analysis or image enhancement
- G06T2207/20—Special algorithmic details
- G06T2207/20084—Artificial neural networks [ANN]
-
- G—PHYSICS
- G06—COMPUTING OR 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
- G06T2207/30181—Earth observation
- G06T2207/30184—Infrastructure
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/10—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths
- H04N23/11—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from different wavelengths for generating image signals from visible and infrared light wavelengths
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N23/00—Cameras or camera modules comprising electronic image sensors; Control thereof
- H04N23/20—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only
- H04N23/23—Cameras or camera modules comprising electronic image sensors; Control thereof for generating image signals from infrared radiation only from thermal infrared radiation
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Health & Medical Sciences (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Biochemistry (AREA)
- Data Mining & Analysis (AREA)
- Remote Sensing (AREA)
- Artificial Intelligence (AREA)
- Immunology (AREA)
- Analytical Chemistry (AREA)
- Chemical & Material Sciences (AREA)
- Pathology (AREA)
- Medical Informatics (AREA)
- Automation & Control Theory (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- General Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Databases & Information Systems (AREA)
- Computing Systems (AREA)
- Software Systems (AREA)
- Radar, Positioning & Navigation (AREA)
- Aviation & Aerospace Engineering (AREA)
- Quality & Reliability (AREA)
- Investigating Or Analyzing Materials Using Thermal Means (AREA)
- Radiation Pyrometers (AREA)
- Image Analysis (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US202363485760P | 2023-02-17 | 2023-02-17 | |
| PCT/CA2024/050196 WO2024168440A1 (en) | 2023-02-17 | 2024-02-16 | Method and system for building envelope anomaly detection |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| EP4551928A1 EP4551928A1 (en) | 2025-05-14 |
| EP4551928A4 true EP4551928A4 (en) | 2025-10-22 |
Family
ID=92421536
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP24755808.3A Pending EP4551928A4 (en) | 2023-02-17 | 2024-02-16 | METHOD AND SYSTEM FOR DETECTING ENVELOPE ANOMALIES |
Country Status (3)
| Country | Link |
|---|---|
| EP (1) | EP4551928A4 (en) |
| JP (1) | JP2026509688A (en) |
| WO (1) | WO2024168440A1 (en) |
Families Citing this family (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN121146621B (en) * | 2025-10-14 | 2026-04-14 | 中建新科建设发展有限公司 | Intelligent quality detection equipment for construction |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20190304078A1 (en) * | 2018-03-29 | 2019-10-03 | 757706 Ontario Inc. | System, Method and Apparatus for Measuring Energy Loss |
| CN114544663A (en) * | 2022-03-04 | 2022-05-27 | 辽宁石油化工大学 | Building integrity detection method based on infrared imaging technology |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20220343769A1 (en) * | 2021-04-26 | 2022-10-27 | Joulea Llc | 3-dimensional flight plan optimization engine for building energy modeling |
-
2024
- 2024-02-16 EP EP24755808.3A patent/EP4551928A4/en active Pending
- 2024-02-16 JP JP2024552027A patent/JP2026509688A/en active Pending
- 2024-02-16 WO PCT/CA2024/050196 patent/WO2024168440A1/en not_active Ceased
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20190304078A1 (en) * | 2018-03-29 | 2019-10-03 | 757706 Ontario Inc. | System, Method and Apparatus for Measuring Energy Loss |
| CN114544663A (en) * | 2022-03-04 | 2022-05-27 | 辽宁石油化工大学 | Building integrity detection method based on infrared imaging technology |
Non-Patent Citations (3)
| Title |
|---|
| ANTONIO DI TOMMASO: "A multi-stage model based on YOLOv3 for defect detection in PV panels based on IR and visible imaging by unmanned aerial vehicle", RENEWABLE ENERGY, vol. 193, 1 June 2022 (2022-06-01), GB, pages 941 - 962, XP093155080, ISSN: 0960-1481, Retrieved from the Internet <URL:https://pdf.sciencedirectassets.com/271431/1-s2.0-S0960148122X00098/1-s2.0-S0960148122005079/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjECgaCXVzLWVhc3QtMSJHMEUCIQCwlT45bCEO+Wew0Loll6SMhoGe0r8yFLrhUVIVq4uk9gIgWGYWs9H+4UQRzjIYZ6aYKyf1db2ihEhgRfauwsI8QhUqswUIcBAFGgwwNTkwMDM1NDY4NjUiDIa9VIOiCL8L8/mkp> DOI: 10.1016/j.renene.2022.04.046 * |
| See also references of WO2024168440A1 * |
| SLEDZ A ET AL: "THERMAL ANOMALY DETECTION BASED on SALIENCY ANALYSIS from MULTIMODAL IMAGING SOURCES", ISPRS ANNALS OF THE PHOTOGRAMMETRY, REMOTE SENSING AND SPATIAL INFORMATION SCIENCES 20210617 COPERNICUS GMBH DEU, vol. 5, no. 1, 17 June 2021 (2021-06-17), pages 55 - 64, XP002813579, DOI: 10.5194/ISPRS-ANNALS-V-1-2021-55-2021 * |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2026509688A (en) | 2026-03-25 |
| EP4551928A1 (en) | 2025-05-14 |
| WO2024168440A1 (en) | 2024-08-22 |
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Legal Events
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| APBV | Interlocutory revision of appeal recorded |
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| PUAI | Public reference made under article 153(3) epc to a published international application that has entered the european phase |
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| STAA | Information on the status of an ep patent application or granted ep patent |
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| 17P | Request for examination filed |
Effective date: 20240829 |
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| AK | Designated contracting states |
Kind code of ref document: A1 Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC ME MK MT NL NO PL PT RO RS SE SI SK SM TR |
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| A4 | Supplementary search report drawn up and despatched |
Effective date: 20250919 |
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| RIC1 | Information provided on ipc code assigned before grant |
Ipc: G01N 21/88 20060101AFI20250915BHEP Ipc: G01J 5/48 20220101ALI20250915BHEP Ipc: G06F 18/25 20230101ALI20250915BHEP Ipc: G06V 10/82 20220101ALI20250915BHEP Ipc: G06V 20/17 20220101ALI20250915BHEP Ipc: G06V 20/10 20220101ALI20250915BHEP Ipc: G06V 10/143 20220101ALI20250915BHEP Ipc: G01N 21/95 20060101ALI20250915BHEP Ipc: G06T 7/00 20170101ALI20250915BHEP Ipc: G01J 5/00 20220101ALI20250915BHEP |