Best GCP Target Pattern & Colour for Drone Survey Malaysia Black White, Contrast & Visibility Guide
Best GCP Target Pattern & Colour for Drone Survey Malaysia – Black White, Contrast & Visibility Guide
Content
Best GCP Target Pattern & Colour for Drone Survey Malaysia
How Target Contrast, Centre Design, GSD & Ground Surface Affect Drone GCP Visibility
What makes a good Ground Control Point target for drone mapping?
Is it:
Black & white?
Yellow & black?
A cross?
A checker pattern?
A very large square?
The answer is not simply one colour.
For photogrammetry, the target must allow the operator to reliably identify the intended reference point in aerial imagery.
QUICK ANSWER: A good drone GCP target should provide strong visual contrast against its surroundings, a clearly identifiable reference point, sufficient image footprint for the planned GSD, and stable placement during the survey. There is no single colour combination that is best on every surface and under every imaging condition.
THE BEST GCP IS NOT JUST EASY TO SEE — ITS REFERENCE POINT MUST BE EASY TO IDENTIFY.
What Is the Purpose of a GCP Pattern?
The physical pattern has one main job:
MAKE THE SURVEYED REFERENCE POINT IDENTIFIABLE IN THE DRONE IMAGES.
The target does not generate the coordinate.
The coordinate comes from the ground survey.
For example:
GNSS RTK
or
TOTAL STATION
The target provides a visual connection between:
GROUND COORDINATE ↔ AERIAL IMAGE
Visibility Is Not the Same as Accuracy
This distinction is fundamental.
A highly visible target can still have:
Wrong coordinates
Wrong CRS
Wrong elevation reference
Poor distribution
And a very accurately surveyed coordinate may still be difficult to use if its target cannot be identified clearly.
Therefore:
TARGET PATTERN = IMAGE IDENTIFICATION
SURVEY MEASUREMENT = COORDINATE
COMPLETE WORKFLOW = CONTROL
Why Black & White Is Common for GCP Targets
Black and white can provide strong tonal separation under many conditions.
A well-designed black-and-white pattern can make the target centre relatively easy to identify in aerial imagery.
This is why contrasting patterns are commonly associated with photogrammetry targets.
But:
BLACK & WHITE IS NOT MAGIC.
Actual visibility still depends on:
Ground colour
Lighting
Exposure
GSD
Image sharpness
Target size
Target condition
What Makes a Good GCP Pattern?
Look for four basic characteristics:
1. HIGH CONTRAST
The pattern should provide useful visual separation.
2. CLEAR REFERENCE POINT
The operator should know exactly which point to mark.
3. SIMPLE GEOMETRY
Complex artwork is unnecessary.
4. SUFFICIENT SIZE
The pattern must occupy enough useful image pixels for the intended workflow.
SIMPLE + CONTRASTING + CLEAR CENTRE = PRACTICAL GCP DESIGN
Why the Centre Is So Important
Imagine a target that is clearly visible from the drone.
You can easily say:
“Yes, there is the GCP.”
But can you determine exactly where the surveyed point is?
That is the more important question.
SEEING THE TARGET ≠ IDENTIFYING THE REFERENCE POINT PRECISELY
The pattern should make the intended reference location unambiguous.
Cross Pattern vs Checker Pattern
Both can potentially provide a clearly identifiable central intersection when appropriately designed and visible.
The more important issue is:
CAN THE OPERATOR CONSISTENTLY IDENTIFY THE SAME REFERENCE POINT THAT WAS SURVEYED IN THE FIELD?
Do not select a target purely because the pattern looks more sophisticated.
Black & White Target on Red Soil
This is highly relevant in Malaysia.
Construction and earthwork sites often contain:
Red soil
Brown soil
Exposed earth
A contrasting black-and-white target can stand out well under suitable conditions.
But target visibility should still be checked against:
Sunlight
Dust
Mud
Image exposure
GSD
DO NOT ASSUME VISIBILITY WITHOUT CHECKING THE ACTUAL IMAGES.
Black & White Target on Asphalt
Dark asphalt creates a different background.
The black parts of a target may have less tonal separation from the surface, while the light portions may stand out strongly.
This does not automatically make the target unusable.
The complete pattern can still provide useful identification.
CONTRAST SHOULD BE EVALUATED AS A COMPLETE TARGET-AND-BACKGROUND COMBINATION.
Black & White Target on Concrete
Light concrete may reduce contrast with the white sections.
But darker parts may remain visually distinctive.
Again:
THERE IS NO UNIVERSAL “BEST COLOUR” WITHOUT CONSIDERING THE SURFACE.
GCP Target on Grass
Grass introduces:
Texture
Uneven surface
Vegetation movement
Potential obstruction
The target should remain:
VISIBLE
FLAT ENOUGH FOR THE WORKFLOW
UNCOVERED
STABLE
A target partly hidden by grass may become much harder to identify.
GCP Target on Quarry Ground
Quarry environments may contain:
Grey rock
Brown soil
Crusher run
Dust
Loose aggregate
A target may look excellent when deployed and then become partially covered in dust.
Therefore:
CHECK TARGET CONDITION BEFORE THE DRONE FLIGHT.
Target Colour Cannot Fix Poor GSD
Suppose the target has excellent contrast.
But it occupies only a very small image footprint.
Changing:
Black → Yellow
or
White → Red
does not necessarily solve the underlying resolution issue.
Sometimes the correct solution is:
USE AN APPROPRIATELY SIZED TARGET FOR THE PLANNED GSD.
GCP Size & Pixel Footprint
A useful simplified relationship is:
TARGET WIDTH ÷ GSD ≈ PIXELS ACROSS TARGET
For example:
At 2cm/pixel GSD
Target SizeSimplified Width in Image50cm≈25 pixels100cm≈50 pixels150cm≈75 pixels
At:
5cm/pixel GSD
Target SizeSimplified Width in Image50cm≈10 pixels100cm≈20 pixels150cm≈30 pixels
These figures are simplified geometric illustrations.
Actual markability can be affected by:
Blur
Lens characteristics
Viewing angle
Resampling
Exposure
Focus
Lighting
More Pixels Does Not Automatically Mean More Survey Accuracy
A 150cm target may occupy more pixels than a 50cm target.
That can improve visual footprint.
But:
75 PIXELS ACROSS ≠ 3× THE SURVEY ACCURACY OF 25 PIXELS ACROSS
Why?
Because final mapping accuracy depends on the entire workflow.
50×50cm GCP Target
COMPACT OPTION
Main advantage:
PORTABILITY
Suitable where the planned GSD and imaging conditions allow the reference point to remain reliably identifiable.
Useful for teams wanting:
Smaller field kits
Easy transport
Quick deployment
But:
Do not choose 50cm solely because it is easier to carry.
Confirm visibility.
100×100cm GCP Target
GENERAL-PURPOSE OPTION
For many users:
100×100cm IS OUR PRACTICAL STARTING SIZE.
It offers a useful balance between:
Visual footprint
and
Field portability
for many general drone survey applications.
It is not a universal requirement, but it is a sensible size to consider when building a reusable GCP kit.
150×150cm GCP Target
LARGE VISUAL TARGET
The main benefit is:
MORE PHYSICAL VISUAL FOOTPRINT
Consider it where additional target visibility is beneficial.
Potential applications can include larger-scale sites or imaging conditions where a bigger target is desirable.
But remember:
150cm IS NOT AUTOMATICALLY MORE ACCURATE THAN 100cm.
Does Flight Altitude Decide Target Size?
Not by itself.
Two drones flying at the same altitude can produce different GSD because they may have different:
Camera sensors
Pixel counts
Lens characteristics
Image dimensions
Therefore:
CHOOSE GCP SIZE BY EXPECTED GSD & VISIBILITY — NOT ALTITUDE ALONE.
What About Bright Colours?
Bright colours can sometimes provide strong visual distinction against certain backgrounds.
But a bright colour is not automatically better than a high-contrast black-and-white pattern.
Factors include:
Camera response
Exposure
Ground background
Lighting
Image processing
Pattern geometry
For ordinary photogrammetric GCP selection:
CLEAR CONTRAST AND A CLEAR REFERENCE POINT ARE MORE IMPORTANT THAN CHOOSING A COLOUR JUST BECAUSE IT LOOKS BRIGHT TO THE HUMAN EYE.
Why Too Much Detail Can Be Bad
Imagine printing:
Company logo
Phone number
QR code
Small text
Complex graphics
on the middle of a GCP.
From the ground it may look impressive.
From the drone:
MOST OF THAT DETAIL MAY BE IRRELEVANT.
The priority is:
CLEAR GEOMETRIC REFERENCE
Not advertising artwork.
Keep the GCP Pattern Simple
For survey work:
SIMPLE IS OFTEN BETTER.
The operator should be able to answer immediately:
“THIS IS THE POINT I NEED TO MARK.”
That matters more than decorative complexity.
Target Must Remain Flat Enough to Interpret
A portable target can:
Fold
Curl
Wrinkle
Lift in wind
If severe deformation changes how the target appears:
The reference point may become more difficult to identify consistently.
Secure portable targets appropriately for the site conditions.
Do Not Stretch or Distort the Reference Geometry
If a flexible target is installed poorly, its pattern may become distorted.
The practical concern is not cosmetic appearance.
It is whether:
THE INTENDED REFERENCE POINT REMAINS CLEAR AND STABLE.
Shadow Can Affect GCP Visibility
A target partly in:
Strong sunlight
and partly in:
Deep shadow
may appear very different across images.
Avoid problematic locations where possible.
Examples include immediately beside:
Tall buildings
Large machinery
Trees
High walls
CONSISTENT VISIBILITY IS BETTER THAN “VISIBLE IN ONLY SOME PHOTOS.”
Glare Can Also Matter
Highly reflective surfaces can create unwanted highlights under certain viewing and lighting conditions.
For photogrammetric targets:
THE GOAL IS A CLEAR, READABLE PATTERN IN THE IMAGE.
This is one reason purpose-designed professional GCP products may use surface treatments/material choices intended to improve aerial readability.
Do Not Place a Target Beside Similar Patterns
Imagine placing a black-and-white GCP beside:
Road markings
Construction signage
Painted floor patterns
Roof markings
This may make target identification less straightforward.
Where practical:
CHOOSE A LOCATION WHERE THE GCP IS DISTINCTIVE.
Pattern Orientation – Does It Matter?
For a symmetric target with a clear centre, exact compass orientation may be less important than:
Centre visibility
Flatness
Contrast
Stability
Image footprint
But the deployment method should remain consistent with the selected target design and project procedure.
Can I Use Natural Features Instead of a GCP Target?
Sometimes a stable, clearly identifiable existing feature can potentially serve as a surveyed image point depending on the project methodology.
Examples might include a clearly defined permanent feature.
However:
NOT EVERY VISIBLE OBJECT MAKES A GOOD CONTROL POINT.
A dedicated target has an important advantage:
IT IS DESIGNED TO PROVIDE A CLEAR REFERENCE POINT.
Why Reusable GCP Targets Are Practical
For drone survey contractors:
DEPLOY → SURVEY → FLY → COLLECT → REUSE
The same target kit can potentially support:
Construction
Quarry
Earthwork
Road
Plantation
Topographic survey
This avoids having to improvise a new visual target for every project.
GCP Pattern for Construction Survey
Construction sites may contain many visual distractions.
For example:
Building materials
Paint markings
Vehicles
Equipment
Concrete
Red soil
A dedicated contrasting target provides a predictable visual reference.
PREDICTABLE PATTERN = EASIER FIELD STANDARDISATION
GCP Pattern for Earthwork
Earthwork changes rapidly.
A target may be placed on exposed soil for the flight.
Important:
DO NOT PLACE IT ON GROUND THAT WILL MOVE BEFORE THE IMAGERY IS CAPTURED.
And:
DO NOT LET MACHINERY COVER OR MOVE IT.
GCP Pattern for Quarry Survey
For quarry work:
Dust
Aggregate
Traffic
and
elevation changes
can complicate target deployment.
Larger visual footprint may be useful in some flight plans, but:
SIZE CANNOT REPLACE SAFE, STABLE PLACEMENT.
GCP Pattern for Plantation Survey
The main challenge is often not colour.
It is:
CAN THE DRONE ACTUALLY SEE THE TARGET?
A 150×150cm target under dense canopy is still hidden.
Place targets in suitable open locations consistent with the survey-control plan.
GCP Pattern for Road & Highway Mapping
Road projects require:
Good aerial visibility
Safe placement
Appropriate corridor distribution
Never put personnel or equipment at unnecessary risk just to obtain a visually ideal target position.
SAFETY FIRST.
What About RTK Drones?
RTK drones may reduce conventional GCP requirements in suitable workflows.
But visible targets can still be useful as:
GCPs
or
CHECK POINTS
depending on the project methodology.
Remember:
GCP = CONTROL
CHECK POINT = VERIFY
The physical pattern can be the same.
Its processing role is different.
Can the Same Target Be Used as a Check Point?
YES.
A 100×100cm physical target does not inherently know whether it is a GCP or Check Point.
The distinction comes from how its surveyed coordinate is used.
PHYSICAL TARGET = VISUAL REFERENCE
PROCESSING ROLE = GCP OR CHECK POINT
GCP Target Pattern Checklist
Before purchasing:
鉁 Clear centre/reference point
鉁 Strong visual contrast
鉁 Appropriate physical size
鉁 Practical field handling
Before flight:
鉁 Target clearly visible
鉁 Target stable
鉁 Target not covered
鉁 Pattern remains identifiable
鉁 Target has not moved after surveying
During processing:
鉁 Correct target identified
鉁 Exact reference point marked
鉁 Correct coordinate matched
鉁 GCP and Check Point roles confirmed
THE BEST GCP PATTERN IS ONE YOUR FIELD TEAM AND PROCESSING TEAM CAN IDENTIFY CONSISTENTLY.
Frequently Asked Questions
What colour is best for a drone GCP target?
There is no universal best colour for every surface.
Strong contrast against the surrounding ground and a clearly identifiable reference point are the priorities.
Is black and white good for drone GCPs?
Yes, black-and-white high-contrast patterns are a practical choice for many photogrammetric applications, subject to actual surface, lighting and image conditions.
Is yellow better than white?
Not universally.
Visibility depends on the background, camera, exposure, pattern and imaging conditions.
Does a bigger GCP give better accuracy?
NO — NOT AUTOMATICALLY.
A bigger target mainly provides a larger visual footprint.
Should I use 50cm, 100cm or 150cm?
For many general-purpose applications:
100×100cm is our practical starting option.
Choose 50×50cm where portability is important and the target remains sufficiently identifiable.
Choose 150×150cm where additional visual footprint is beneficial.
Can the same GCP target be used with GNSS RTK and Total Station?
Yes.
The physical target provides the aerial reference. Its coordinate can be established by an appropriate survey method for the project.
Buy High-Contrast GCP Targets in Malaysia
MTM Precision supplies reusable Ground Control Point Targets for Drone Survey, UAV Mapping and Photogrammetry in Malaysia.
Available Sizes
50 × 50cm — COMPACT
100 × 100cm — GENERAL PURPOSE
150 × 150cm — LARGE VISUAL TARGET
Suitable for:
DRONE SURVEY
UAV MAPPING
PHOTOGRAMMETRY
GNSS RTK
TOTAL STATION
CONSTRUCTION
EARTHWORK
QUARRY
ROAD & HIGHWAY
PLANTATION
TOPOGRAPHIC SURVEY
GCP & CHECK POINT WORK
Contact MTM Precision
MTM Precision Sdn Bhd
Website: www.mtmpre.com.my
Email: mtmpre@yahoo.com
WhatsApp: 016-660 7346
Showroom & Service Centre
No. 29-1 & 29-2, Jalan Bandar 18,
Pusat Bandar Puchong,
47160 Puchong, Selangor, Malaysia.
Supplying GCP targets and professional surveying equipment throughout Malaysia, including Selangor, Kuala Lumpur, Johor, Penang, Perak, Negeri Sembilan, Melaka, Pahang, Kedah, Perlis, Terengganu, Kelantan, Sarawak and Sabah.
20/30 completed.
Sep 08,2026