머신 비전을 위한 이미지 센서 선정: 용도별 해상도, 셔터 유형 및 렌즈 조합
This guide matches resolution, shutter, spectral response, and interface bandwidth to the inspection task, not the megapixel count.
Select an image sensor by working backward from the inspection task. Required feature resolution sets pixel pitch, and motion profile sets shutter type. Illumination strategy sets spectral response, and process speed sets frame rate against interface bandwidth. The lens comes after: it must cover the sensor format and resolve the pixel pitch at the working F-number, or the sensor's resolution is wasted.
How Much Resolution Does the Inspection Task Need?
Resolution requirement comes from the smallest feature you must detect, not an arbitrary megapixel target. A common starting point is 3 to 5 pixels across the feature, though the number you need depends on feature contrast, lens MTF, sensor noise, illumination, and the detection algorithm. A 50µm defect sampled at 3 pixels needs roughly 17µm per pixel in object space, which sets the field of view a given sensor resolution can cover at your working distance.
Work the chain in order. Feature size sets the sampling requirement, and sampling plus field of view sets the pixel count. Pixel count plus format then sets pixel pitch. Jumping to "more megapixels" oversizes the optics, the interface, and the processing budget without improving detection.
A 25MP sensor sampling a feature that only needed 5MP wastes interface bandwidth and per-unit cost with no accuracy benefit. Undersizing is the more expensive mistake to discover late: a sensor that cannot resolve the required feature forces a full camera and lens respin.
Calculate required pixel pitch before comparing sensor part numbers. Two sensors with the same megapixel count but different formats have different pixel pitches, and pixel pitch, with the magnification that projects it onto the part and the lens MTF it demands, decides whether the system resolves the feature; megapixel count alone settles none of that. Commonlands sizes each lens it recommends to the sensor's pixel pitch, not only its format. See spatial resolution in machine vision for the full sampling-to-lens-MTF chain.
Global Shutter vs Rolling Shutter for Machine Vision
Global shutter starts and ends integration for every pixel together, giving all rows one common exposure interval; the capture is not instantaneous, and motion blur still scales with exposure time. Rolling shutter exposes rows sequentially over a readout period lasting microseconds to milliseconds. For a stationary scene, the difference is invisible. For anything that moves relative to the camera (the object, the camera, or both), rolling shutter introduces geometric distortion because the scene changed between when the first row and the last row were sampled.
Strobed illumination needs care on rolling shutter. If the strobe fires while only part of the array is integrating, only those rows record the flash, leaving a bright band. Under strobe-dominated illumination with negligible ambient, the pulse width sets effective exposure and motion blur; otherwise the programmed exposure accumulates ambient smear too. The exposure setting only has to open a window in which every row integrates at once.
Whether that window exists depends on the sensor timing: an exposure longer than the full readout creates one, and parts with a global reset mode start all rows together instead. Fire the short pulse inside that window to freeze motion.
The tradeoff comes down to motion and the geometric error the task tolerates. Global shutter is the safer default when the camera or object moves during exposure (conveyors, robotics, pick-and-place, strobed illumination, precision measurement): a 200mm/s conveyor moves 0.2mm during a 1ms readout, a real error for a 10µm feature.
Rolling shutter fits when nothing moves during readout (document capture, static label reading, kiosk scanning, cost-sensitive embedded modules). It can still work with motion when readout is short, skew stays inside the task tolerance, or a strobe freezes the scene; speed, motion direction, triggering, correction, cost, and noise move that line.
| 요인 | 글로벌 셔터 | 롤링 셔터 |
|---|---|---|
| 동작 허용 오차 | 판독 스큐나 흔들림은 없으며, 모션 블러는 여전히 노출 시간에 따라 달라집니다. | 속도와 표시 시간이 반영된 편차 및 흔들림 측정 |
| 스트로브 조명 | Compatible with short pulses; pulse width sets effective exposure when strobe light dominates ambient | Short pulses work only inside a window where all rows integrate together (exposure longer than readout, or a global reset mode, per the sensor timing); otherwise banding |
| 일반적인 비용 | 더 커집니다. 픽셀당 저장용 커패시터가 하나씩 추가되면 칩 면적이 늘어나기 때문입니다. | 주어진 해상도와 픽셀 피치에서 더 낮음 |
| 저조도 감도 | 동일한 픽셀 피치에서 QE가 다소 낮은 경우가 많습니다(구형 설계). | 동일한 픽셀 피치에서 QE가 더 높고 노이즈가 더 적은 경우가 많습니다 |
| 일반적인 마운트 조합 | C-마운트, 더 큰 포맷, 조리개 조절 가능 | M12, 소형 임베디드 모듈 |
| 일반적인 센서 | IMX253, IMX264, IMX568, AR0234 | IMX477, OV5640, IMX415, IMX678 |
Shutter type also correlates with lens mount: global shutter cameras in higher-accuracy industrial systems commonly pair with C-mount lenses, whose adjustable iris ring gives depth-of-field control (practical because illumination is usually programmatically controlled). Rolling shutter sensors dominate compact embedded modules paired with M12 lenses for size and weight. The Commonlands M12 vs C-mount vs CS-mount guide covers the full tradeoff.
Pixel Size vs Lens Resolving Power
Pixel pitch is the center-to-center distance between adjacent pixels. Smaller pixels pack more resolution into a given sensor format, but each pixel captures less light and the lens must deliver higher contrast at finer spatial frequencies to resolve detail at pixel scale. A sensor's resolution is only as good as the lens resolving it: pair a small-pixel sensor with a lens specified for a lower-resolution sensor and you get soft detail no amount of sensor resolution recovers.
Diffraction caps lens sharpness regardless of lens quality, and it is gradual: contrast falls progressively with spatial frequency, reaching zero only at the optical cutoff, and the falloff grows with F# and wavelength.
Commonlands specifies each lens for a target sensor resolution and pixel pitch; the rating names the sensor class rather than guaranteeing resolved pixels, so confirm the pairing against the lens's measured MTF data at your pixel pitch, working aperture, and field position. The aperture-versus-depth-of-field tradeoff this creates is covered in full in f-number in machine vision.
NIR Sensitivity and Illumination Strategy
Sensor spectral response should follow the illumination strategy, not the other way around. Standard silicon CMOS sensors retain meaningful quantum efficiency into the near-infrared, typically out to 1000–1100nm, but most machine vision cameras ship with an IR-cut filter installed to preserve visible-light color accuracy.
If your system illuminates with 850nm or 940nm LEDs (common for covert lighting, low-visible-light environments, or combined day and night operation), remove the IR-cut filter or specify a NIR-optimized variant. Then confirm the sensor's QE curve at your chosen wavelength rather than assuming uniform NIR sensitivity across parts.
At 850nm, most silicon sensors keep higher QE than at 940nm, at the cost of a faint visible red glow that is sometimes undesirable in public-facing installations. 940nm light is invisible to the eye, but silicon QE there is often around half, with the exact ratio sensor-specific, so it needs brighter illumination or a faster aperture to compensate. Match sensor, filter, and illuminator wavelength as one decision, not three: a NIR-sensitive sensor behind a standard visible bandpass filter gains nothing from the illuminator.
Confirm image circle and lens coating compatibility with your NIR band. See bandpass filter machine vision for lens-side filter selection, and browse the Commonlands filter collection for stocked bandpass and IR-cut options.
Frame Rate vs Interface Bandwidth
Frame rate is a function of sensor resolution and interface bandwidth together, not sensor speed alone. A 25MP sensor over GigE Vision maxes out below 10 fps; the same sensor over CoaXPress at 25 Gbps sustains 45 fps or more. A high-resolution sensor chosen without confirming the interface meets the resolution spec but misses the throughput spec.
| 인터페이스 | 일반적인 대역폭 | 케이블 길이 | 가장 적합한 |
|---|---|---|---|
| USB 3.0 Vision | 380 MB/s | ~5m | 벤치탑 및 실험실 시스템, 간편한 통합 |
| GigE Vision | 125 MB/s | 100m (표준 이더넷) | 저해상도 또는 저프레임률 시스템, 긴 케이블 배선, 포트당 낮은 비용 |
| 10GigE Vision | 1.25 GB/s | 장거리 주행 시, 전환 비용이 더 많이 든다 | USB 3보다 더 긴 케이블 길이가 필요한 고해상도 시스템 |
| CoaXPress | 레인당 최대 12.5 Gbps (~1.56 GB/s) | 다중 레인 구성 지원 | 최고의 해상도와 최고 프레임 속도; 전용 프레임 그래버가 필요합니다 |
Commonlands engineering can size the lens once the sensor and interface are fixed.
Sensor Format and Lens Coverage
Sensor format is the physical size of the imaging area. The diagonal measurement sets how large a lens image circle you need. If the image circle is smaller than the sensor diagonal, the corners fall outside the rated coverage and receive little to no light, producing vignetting whose severity depends on the lens and how the image circle is defined.
Larger sensor formats capture a wider field of view at a given focal length, or let you use a longer focal length to hold the same field of view with a shallower depth of field. See sensor size and lens compatibility for the format-to-dimension reference and the vignetting math.
| 센서 형식 | 센서 예시 | 픽셀 피치 | 전형적인 MP | 커먼랜즈 렌즈 |
|---|---|---|---|---|
| 1/2.8인치 | IMX327 | 2.9µm | 2~5 MP | M12 렌즈 |
| 1/4인치 | OV5640 | 1.4µm | 5 MP | M12 렌즈 |
| 1/2.3인치 | IMX477 | 1.55µm | 12 MP | M12 렌즈 |
| 1/1.2인치 | IMX585 | 2.9µm | 8 MP | C-마운트 렌즈 |
| 2/3인치 | IMX264 | 3.45µm | 5 MP | C-마운트 렌즈 |
| 1.1" | IMX253 | 3.45µm | 12 MP | C-마운트 렌즈 |
| 1/2.6인치 | AR0234 | 3.0µm | 2.3 MP | M12 렌즈 |
| 1/1.8인치 | IMX547 | 2.74µm | 5 MP | C-마운트 렌즈 |
| 1.1인치–1.2인치 | IMX532, GMAX0505 | 2.5–2.74µm | 16–25 MP | C-마운트 렌즈 |
A lens rated for a 2/3" sensor leaves the corners of a 1.1" sensor well outside its rated image circle, so severe corner shading is the expected outcome at any aperture; the exact falloff depends on the image-circle definition, aperture, and conjugate, so judge it from relative illumination data rather than the format label alone. Stopping down cannot fix a coverage mismatch: the shortfall is geometric, not a depth-of-field effect.
Always match or exceed the sensor format with the lens specification. Oversizing the lens format covers the diagonal, but coverage alone does not qualify the pairing: check CRA against the sensor's microlens and filter stack, MTF and relative illumination at your pixel pitch, mechanical clearance, and the design conjugate, and expect some added cost.
Recommended Lenses by Sensor Format
For machine vision sensors up to the 1.1 inch format, Commonlands stocks a matched lens in each band below. Each row lists the stock lens whose rated format and resolution meet or exceed the sensor, taken from the sensor format table above. Coverage comes from each lens's rated image format, not from field-of-view math done on this page.
| 센서 포맷 대역 | 최고의 선택 | 마운트 및 EFL | 왜 적합한가 |
|---|---|---|---|
| 임베디드형, 최대 1/1.7인치 (OX08B40, AR0821 등급) | CIL059 6mm 저왜곡 M12 | M12, 5.9mm | 최대 1/1.7인치, F/1.7에서 4~6MP를 지원합니다. 이 빠른 조리개는 저조도 환경의 임베디드 모듈에 적합합니다. |
| 매립형 및 밀봉형, 최대 1/1.8" | CIL034 IP67 3.2mm M12 | M12, 3.25mm | 최대 1/1.8" 규격, 5~10MP 모델로 제공됩니다. IP67 방수·방진 등급은 이 SKU에만 적용되는 사양이며, 모든 M12 렌즈에 공통적으로 적용되는 특성은 아닙니다. |
| 1.1인치 12MP 산업용 (IMX253, IMX304) | CIL508 8mm C-마운트 | C-마운트, 8mm | Rated for 1.1" 12MP at F/2.4 with an adjustable iris. Wider field than the CIL512 at the same working distance. |
| 1.1인치 12MP 산업용, 더 넓은 촬영 범위 | CIL512 12mm C-마운트 | C-마운트, 12mm | CIL508과 동일한 1.1인치 1,200만 화소 화각을 제공하며, 작동 거리가 더 길어 더 좁은 시야각을 확보할 수 있습니다. |
| 1.1"–1.2" high-resolution, 20–25MP (GMAX0505, IMX541) | CIL542 12mm 25MP C-마운트 | C-마운트, 12mm | Rated for 2.5µm pixel pitch at 25MP-class sensors; verify with its measured MTF data. Matched to high-MTF small-pixel sensors where an underrated lens wastes detail. |
여기서 소개한 1.1~1.2인치 포맷보다 큰 센서(예: 35mm 포맷 라인 스캔 센서 등)의 경우, 슈나이더(Schneider)나 자이스(Zeiss)와 같은 업체에서 생산한 F-마운트 또는 M42 규격의 광학 부품이 필요합니다. 커먼랜즈(Commonlands)는 해당 규격의 제품을 취급하지 않습니다.
Confirm coverage on your sensor at your working distance with the field of view calculator, and check the sensor diagonal against each lens image circle before you commit.
자주 묻는 질문
머신 비전에 적합한 이미지 센서는 어떻게 선택해야 할까요?
데이터시트부터가 아니라 검사 작업부터 시작하십시오. 식별해야 하는 가장 작은 특징을 정의하고, 노출 중에 피사체나 카메라가 움직이는지, 조명 대역(가시광선 또는 근적외선), 그리고 공정에 필요한 프레임 속도를 확인하십시오. 이 네 가지 사항에 대한 답을 구하면, 메가픽셀 수치를 비교하기 전에 센서 후보 목록을 좁힐 수 있습니다.
글로벌 셔터와 롤링 셔터의 차이점은 무엇인가요?
Global shutter gives every pixel one common integration interval: all rows start and stop exposing together, though the capture still has finite duration, so motion blur depends on exposure time. Rolling shutter exposes rows sequentially over a readout period lasting microseconds to milliseconds. For a static scene the difference is invisible. For anything moving relative to the camera, rolling shutter introduces skew, wobble, or flash banding.
머신 비전에는 어떤 픽셀 피치가 필요한가요?
A common starting point is 3 to 5 pixels across your smallest feature, adjusted for contrast, lens MTF, sensor noise, and your detection algorithm; from there, work backward through your magnification to the required pixel pitch at the sensor. Solve aperture and pixel pitch together, not independently.
제 용도에 NIR 감지 센서가 필요한가요?
Choose a NIR-sensitive sensor and remove or bypass the IR-cut filter when your illumination uses 850nm or 940nm LEDs, common for low-visible-light environments or combined day and night operation. Confirm the sensor's QE curve at your wavelength rather than assuming uniform NIR sensitivity.
Commonlands 렌즈를 내 센서에 어떻게 맞춰야 하나요?
Identify your sensor format and pixel pitch, then choose a Commonlands lens rated for that format or larger.
Use the Commonlands field of view calculator to confirm coverage at your working distance, and the depth of field calculator to check depth of field at your aperture. Contact Commonlands engineering if you are still unsure.
센서에 맞는 렌즈를 고르는 데 도움이 필요하신가요?
Commonlands 엔지니어링은 고객이 하드웨어를 확정하기 전에 센서 포맷, 픽셀 피치, 셔터 유형 및 작동 거리에 맞는 최적의 렌즈를 추천해 드릴 수 있습니다.



