Onboard AI for Fire Smoke Detection Using Hyperspectral Imagery: An Emulation for the Upcoming Kanyini Hyperscout-2 Mission

QR Code

Onboard AI for Fire Smoke Detection Using Hyperspectral Imagery: An Emulation for the Upcoming Kanyini Hyperscout-2 Mission

This article presents our research in the prelaunch phase of the Kanyini mission, which aims to implement an energy-efficient, AI-based system onboard for early fire smoke detection using hyperspectral imagery. Our approach includes three key components: developing a diverse hyperspectral training d...

Full description

Bibliographic Details
Main Authors:	Lu, S., Jones, Eriita, Zhao, L., Sun, Y., Qin, K., Liu, J., Li, J., Abeysekara, P., Mueller, N., Oliver, S., O'Hehir, J., Peters, S.
Format:	Journal Article
Published:	2024
Online Access:	http://hdl.handle.net/20.500.11937/96324

Similar Items

Energy efficient onboard AI for early fire-smoke detection
by: Peters, Stefan, et al.
Published: (2023)

Upcoming campuses
Published: (2009)

Setback distance and management for wetlands in plantation forests–a review of policy and practice in Australia and New Zealand
by: Myers, B.R., et al.
Published: (2022)

Airborne Hyperspectral Imagery for Agricultural Businesses in Malaysia
by: Jusoff, Kamaruzaman, et al.
Published: (2008)

Film censorship: challenges for the upcoming decades
by: Islam, Md. Zahidul
Published: (2020)

Underwater hyperspectral imagery to create biogeochemical maps of seafloor properties
by: Johnsen, G., et al.
Published: (2013)

Rationale and design of the Kanyini guidelines adherence with the polypill (Kanyini-GAP) study: A randomised controlled trial of a polypill-based strategy amongst Indigenous and non Indigenous people at high cardiovascular risk
by: Liu, H., et al.
Published: (2010)

Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising
by: Yang, Longshan, et al.
Published: (2020)

Assessment of weed classification using hyperspectral reflectance and optimal multispectral UAV imagery
by: Che’Ya, Nik Norasma, et al.
Published: (2021)

An economic case for a cardiovascular polypill? A cost analysis of the Kanyini GAP trial
by: Laba, T., et al.
Published: (2014)

Effects of data transformation and classifier selections on urban feature discrimination using hyperspectral imagery
by: Misman, Muhamad Afizzul
Published: (2012)

Salary hike for three categories including government employees in the upcoming budget
by: Malaysian Nanban
Published: (2023)

Bayesian Road Estimation Using Onboard Sensors
by: Garcia Fernandez, Angel, et al.
Published: (2014)

Special Needs Children Onboarding Management System
by: Nurin Iman, Mohammad Azmi
Published: (2023)

Emulate industrial crop production
by: Shamsudin, Mad Nasir
Published: (2019)

Comparison of PLSR modelling and indicative mineral mapping of airborne hyperspectral imagery for acid sulphate soil assessment
by: Shi, Xianzhong, et al.
Published: (2014)

The application of Hyperspectral Remote Sensing Imagery (HRSI) for weed detection analysis in rice fields: a review
by: Sulaiman, Nursyazyla, et al.
Published: (2022)

Classification of potential landslides using the Shuttle Radar Topography Mission imagery in the Tulis Watershed, Indonesia
by: Harjadi, Beny, et al.
Published: (2022)

Emulation of the Space Robotics System on Earth
by: Ten, Seng Teik
Published: (2001)

Development of photovoltaic array emulator (PVAE)
by: See, Hui Ming
Published: (2011)

Role of HR and the entire organization in talent management in the upcoming 4th Industrial Revolution
by: Sudarsanan, Samay
Published: (2020)

Hyperspectral imagery for mapping disease infection in oil palm plantation using vegetation indices and red edge techniques
by: Mohd Shafri, Helmi Zulhaidi, et al.
Published: (2009)

Exhaust Gas-Superstructure Interactions Onboard Ships with Side Exhaust
by: Hayati, Abdullah, et al.
Published: (2013)

A holistic approach to activate and enhance prior knowledge of tertiary learners in the upcoming lectures of calculus
by: Yeoh, Hong Beng, et al.
Published: (2013)

Design and implementation of magnetron power supply and emulator
by: Abodhir, Nourdeen, et al.
Published: (2016)

Emulator development and USB implementation on SDKP16
by: Tey, Rong Xian, et al.
Published: (2012)

Design of flexible three phase load emulator
by: Loh, Siew Choon
Published: (2011)

Data Onboarding Questionnaire: Book Analytics Dashboard (BAD) Demonstration Project (2022-2025)
by: Handcock, Rebecca N, et al.
Published: (2024)

Analysis of Psychosocial Environment and Its Management Onboard A Merchant Ship
by: Sunil Kumar, Adikesavan
Published: (2011)

Gaussian process emulators for uncertainty analysis in groundwater flow
by: Stone, Nicola
Published: (2011)

Design and implementation of potentiometer-based nonlinear transducer emulator
by: Khan, Sheroz, et al.
Published: (2011)

Remote onboarding and beyond: Fostering organizational citizenship behavior through psychological channels
by: Somu, Subbulakshmi, et al.
Published: (2025)

Battery impedance measurement using sinusoidal ripple current emulator
by: Hossain, M., et al.
Published: (2017)

Validation of ENVISAT (SCIAMACHY) versus Dobson and TOMS atmospheric ozone measurements in Athens, Greece: input for the upcoming IPY campaign
by: Varotsos, C. A., et al.
Published: (2007)

The relationships between onboarding program and newcomers’ turnover intention : the role of organizational identification as mediator
by: Kannaki Narayansany,, et al.
Published: (2021)

Development of a driver information system based on onboard diagnostic II communication protocol
by: Zakaria, Mohamad Fauzi
Published: (2007)

Development of a driver information system based on onboard diagnostic II communication protocol
by: Zakaria, Mohamad Fauzi
Published: (2007)

Characterization and emulation of a new supercapacitor-type energy storage device
by: Kulsangcharoen, Ponggorn
Published: (2013)

Improving Gaussian Process emulation using calibration-aware dimension reduction
by: Breaz, Valentin
Published: (2023)

Emulation based uncertainty and sensitivity analysis for complex building performance simulation
by: Wate, Parag
Published: (2020)

Cannot write session to /tmp/vufind_sessions/sess_t16hbddcfsqs8s30vvuc25h8qj