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Seeing the Unseen World
with Hyperspectral Imaging

We are holding a seminar to explain the outline of HSI.
If you are interested in HSI,
please contact us below.

Vision

Seeing the invisible
with our technology

The effects of climate change are becoming apparent, and the Earth is facing a crisis.
The depletion of natural capital continues, threatening our living environment.
We aim to visualize the as-yet-unvisualized natural capital and the Earth's crisis by utilizing HSI.

Our technology

Visualization of methane gas
Icon for 'Seeing the invisible'

Seeing the invisible

Hyperspectral imaging (HSI) is a technology that detects light in wavelength bands that cannot be perceived by the human eye and visualizes things that are invisible to the naked eye, such as gases and chemical substances, from the spectrum (the "fingerprint" of each substance) of each pixel.

Visualization of fruit damage
Icon for 'Seeing the state of objects'

Seeing the state of objects

The wavelength pattern of light reflected or absorbed by a substance is engraved with a "spectral fingerprint" peculiar to that substance. HSI technology can detect changes in the state of an object non-destructively and with high precision by capturing these minute spectral features.

What is Hyperspectral Imaging (HSI)?
The human eye identifies colors by the difference in reflection and absorption of the three primary colors of light.
Hyperspectral imaging is a "special eye" that captures hundreds of wavelengths, including near-infrared in addition to visible light, to grasp the characteristics of objects more precisely.
This allows for the identification and estimation of component differences, quality degradation, minute contamination, and changes below the surface.

What we can do with HSI

Agriculture field

Agriculture

Monitoring the health of vegetation: We support appropriate agricultural management by monitoring the growth status and nutritional status of crops in real time.
Early detection of pests and diseases: Enables prompt and effective countermeasures by capturing the initial signs of pests and diseases.

Gas detection at a chemical plant

Gas detection

Detection of gas leaks in chemical plants and power plants: We identify the unique spectral signature emitted by a specific gas and detect gas leaks at an early stage.
Monitoring of greenhouse gases: Quantitative grasp of greenhouse gas emissions in a wide area.

Wildfire smoke

Disaster prevention

We predict the risk of wildfires by assessing the health and moisture content of surface vegetation.

Environmental monitoring of a factory

Environmental monitoring

Evaluation of air pollution: We contribute to the formulation of environmental protection policies by measuring the concentration of harmful substances in the atmosphere.
Monitoring of greenhouse gases: It is possible to quantitatively grasp the emission of greenhouse gases in a wide area.

Resource exploration at a mine

Resource exploration

We support efficient resource development by non-destructively exploring mineral resources existing below the ground surface.

Urban planning aerial view

Urban planning

We compare the state of the ground surface before and after urban development and evaluate the change in land cover in time series.
In addition, we grasp the maintenance status of urban infrastructure facilities and support the formulation of efficient infrastructure maintenance plans.

Our service

Service Image 1: Aerial view of a city

1. On-site HSI Analysis Service

We visualize our customers' "invisible" issues and translate them into quantitative indicators directly linked to their operations. We provide end-to-end support from measurement design tailored to site conditions (lighting, transport, target size/material) to analysis and derivation of evaluation indicators. We can handle foreign object detection, material identification, visualization of deterioration, and estimation of moisture content/components.

Service Image 2: Data analysis meeting

2. High-Precision Analysis with AI

We provide an integrated system from acquisition to analysis, extracting only the "usable indicators" necessary for your business.

Autonomous Wavelength Selection AI
Automatically selects only the appropriate wavelengths from hundreds of options according to the objective, achieving high-precision, high-speed classification and object detection while suppressing overfitting.

Data Fusion Foundation Model
Integrates high spatial resolution Hyperspectral Imaging taken from the ground with drone and satellite data.
Our ability to design, train, and implement models tailored to specific objectives enhances analysis performance, including spatial resolution compensation, improved classification accuracy, reduced quantitative estimation errors, and improved time-series stability.

Service Image 3: Renewable energy concept image

3. HSI Foundation Model for the Future

Through hyperspectral analysis, we are building a foundation model of Hyperspectral Imaging that will be useful for social issues such as agriculture, forestry, infrastructure maintenance, and the environment (GHG). We will enhance the speed and reproducibility of on-site application and prepare a foundation that can respond quickly to unknown challenges.

In-Spector Logo (Blue)

We are holding a seminar to explain the outline of HSI.
If you are interested in HSI, please contact us below.

Award

Mitou Advanced Award Logo
S-Booster Award Logo

Member

Profile picture of Jaewon Lee

Business

Jaewon Lee

The University of Tokyo, Graduate School of Interdisciplinary Information Studies - Doctoral Program

Profile picture of Junichiro Takahashi

AI engineer

Junichiro Takahashi

The University of Tokyo, Graduate School of Information Science and Technology - Master's Program

Profile picture of Kaito Tsuchiya

Edge Computing engineer

Kaito Tsuchiya

The University of Tokyo, Graduate School of Information Science and Technology - Master's Program

Profile picture of Deyu Cao

AI engineer

Deyu Cao

The University of Tokyo, Faculty of Engineering, Department of Electronic and Information Engineering

Profile picture of Ryoma Ishida

AI engineer

Ryoma Ishida

The University of Tokyo, Faculty of Engineering, Department of Electronic and Information Engineering

Profile picture of Norishige Hayakawa

Advisory

Norishige Hayakawa

Hagaminomori Design - CEO

About Us

Company Name

In-Spector Co., Ltd.

Founder

Jaewon Lee

President and CEO

Junichiro Takahashi

Head Office

Miyasaka Building 609, 2-19-15 Shibuya, Shibuya-ku, Tokyo 150-0002

Established

June 3, 2025

In-Spector Logo

We are holding a seminar to explain the outline of HSI.
If you are interested in HSI, please contact us below.