How to Remove Noise from Video with AI and Non-AI Tools [Not Background Noise]
Posted by malcolm
Summary: When playing back a video that you just shot with your smartphone or DSLR, you see too much noise in your footages? You’re lucky reading this article, because it answers the question of how to remove noise from video, which is exactly the solution you are looking for. Don’t miss out!
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You thought you’ve shot the video perfectly, and everything goes exactly as planned. However, when you finally play your video, only to see there is too much noise (visible grains) in your footages? Oops! It’s not just bad luck, things like this always happen. When shooting a video, especially under lowlight conditions or with a higher camera ISO setting, there will always be some noise. So the only thing left you can do is to remove or reduce that annoying noise during the post production stage, with a 3rd party noise reduction software. Then here comes the question, how to remove noise from video? This is why this article is written for. Read on to find the answers that can help you remove noise from video.
Content Quick Sneak
- Section 1. Understanding video noise
- Section 2. The best AI-powered software to remove noise from video
- Section 3. Other non-AI software to remove noise from video
- Section 4. Final Thought
Before we are able to remove noise from a video, it’s better we have an overall idea of the types of video noise and the reasons that cause the noise. The most common types of video noise include internal noise and interference noise. Internal noise can be further subdivided into many types, such as Gaussian Noise, Fixed-Pattern Noise, Salt and Pepper Noise, Shot, Quantization, Anisotropic. While interference noise is usually referred to as Periodic noise which occurs when any number of natural or man-made signals interferes with the recorded signal. It typically appears as a fixed pattern overlay on top of the desired image.
- Gaussian noise: As a side-effect of sensor heat resulted from the voltage and illumination levels of the sensor, Gaussian noise is most noticeable as a constant, fluttering across an underexposed, over-volted (ISO pushed to get exposure) frame. In most sensors, this noise will tend to be blue in underexposed images.
- Salt and Pepper Noise: Usually caucused by analog-to-digital conversion or other errors in pixel interpretation and looks very similar to dead pixels, Salt and Pepper noise is technically referred to as either Fat-tail distributed or Impulsive noise that manifests as pixels erroneously reporting bright readouts in dark parts of the frame or dark readouts in bright parts.
- Shot: Mainly appear in darker parts of the image and technically dubbed as Photon Shot Noise, Shot Noise results from the natural, inherent variation in photons striking each pixel at any given time, based on the exposure level. It is the biggest cause of the blockiness in the shadows of an underexposed or over-volted shot.
- Quantization: In video, Quantization noise is usually undetectable as all pixels will be more or less affected equally. Errors can occur when the image clips far beyond the extreme ends of quantization values of the A/D converter. It can also be made significantly worse by strong noise of other types in the image.
- Anisotropic: This type of noise in video cameras usually manifests when the native sensor resolution is much higher than that being recorded. Many older cameras opted to sample the higher resolution down to recorded resolution rather than simply scaling output to fit, causing much of the terrible aliasing and moire of early large-format video sensors.
Powered by the latest cutting-edge artificial intelligence, super-resolution and neural network technologies, DVDFab Video Enhancer AI is the best AI-driven video enhancement software the market has ever seen. Among many of its video enhancement features, its AI de-noising algorithms are specifically designed to identify and reduce all types of noise from your videos. And the best thing about this video noise reducer is that it will perform the noise automatically during the process of enhancing the video quality. You don’t need to do any extra parameter settings manually other than just one or two clicks to proceed the process.
Key features at a glance:
- AI-powered and deep learning capable
- Super-resolution and neural networks infilled
- Upscale low-res videos up to 4K
- Apply color corrections, remove blurs and noise
- Improve video image saturation and brightness
- Automatic upscaling and improvement
Refer to the steps blow to see how DVDFab Enhancer AI can remove noise from video while enhancing its overall quality:
Step 1 — After installing Video Enhancer AI, launch the program;
Step 2 — Import your target video using the Add Videos button, or simply drag & drop them into the interface;
Step 3 — Depending your source video genre, choose a proper AI model from the available four options, namely, For Movie Video, For Home Video and For Web Video;
Step 4 — Choose your wanted output format, upscaling level and bitrate;
Step 5 — If you want to preview the output video before starting the real conversion, you can press the Preview AI button at the upper right corner of the interface to see if the output video image quality can satisfy your requirement;
Step 6 — Once you’re okay with the preview, then you can hit the Start button to perform the video enhancement process, which might take several hours, depending on your computer configurations.
As a sidenote: During the process of enhancing the video quality,
- Available on: Windows as of now
- Pricing: $79.99/month, $99.99/year, or $139.99 for a perpetual license available at its online store
There are also some non-AI video editing software tools that are able to remove noise from video, such as the After Effects from Adobe, the Final Cut Pro X from Apple, the DaVinci Resolve Studio and the Neat Video from ABsoft, etc. Here in this section, we’ll talk a little bit about these tools respectively.
Among the many features offered by After Effects, it is the Remove Grain that actually does the job to remove noise from video footages. However, by smoothing out the video footages to smooth out those noise artifacts, the program is also blurring everything a tiny bit. The downside of this is that some details and sharpness can be removed from the image at the same time. So, it’s a little bit techy to make the balance.
See the steps below how to remove noise from video with After Effects:
Step 1 — After loading the video footages that you want to remove noise from, locate the Remove Grain feature from the Effects & Presets panel and then apply the effect. A small rectangle will appear on top of your noisy footages. This rectangle is the preview region, giving you a preview of what your footages will look like with the final effect applied.
Step 2 — To see the noise removed from your entire video footages, just switch the Viewing Mode to Final Output.
Be aware that doing this may slow down your computer as the Remove Grain effect is a computation intensive process.
Step 3 — Apply some relevant settings to optimize your final video footages. The primary settings for the Remove Grain effect are the Noise Reduction Settings that you can try out to control how aggressively you want After Effects to reduce noise from video footages. Higher values will remove more noise, but potentially also make your video slightly blurry.
- Available on: both Windows and macOS
- Pricing: $19.99/month
Starting from version 10.4.4, Apple finally decided to bring the Noise Reduction filter to its Final Cut Pro X video editing software. The newly added filter is specifically designed to quickly reduce noise from video.
Refer to the guides below to see how to remove noise from video using the latest Final Cut Pro X:
Step 1 — Add the noisy video footage into the Timeline.
Step 2 — Go to Effects Browser > Basics and drag the Noise Reduction effect onto the video footage.
Step 3 — Adjust the Amount menu to dial out the amount of noise you want to remove. Your settings will vary based upon the amount of noise in the image and how much you want to remove.
- Available on: macOS
- Pricing: $299 for a perpetual license
As a very powerful video editing and color grading program, DaVinci Resolve also comes with a built-in noise reduction feature, but only with its paid version named DaVinci Resolve Studio.
Refer to the guides below to see how to remove noise from video using DaVinci Resolve Studio:
Step 1 — Open the Motion effects panel, you will see that the noise reduction is controlled by the Temporal NR and Spatial NR relevant settings.
Step 2 — Enhance the viewer mode to help create new mode, and zoom in so that you can check deep details.
Step 3 — Now start with the less destructive Temporal Noise Reduction option: select two frames for comparison, select your desired motion estimation type, make selection for motion range and then adjust the temporal threshold settings as per need. Use Command D to check the de-noise effect when necessary.
Step 4 — Then move back to Spatial NR to adjust the settings there: after done with Temporal NR, it is suggested that you make minimal adjustments here.
Step 5 — Change the mode and radius settings if needed. Make adjustments for Chroma values, Luma and blend mode from Special threshold panel.
- Available on: both Windows and macOS
- Pricing: $299 for a perpetual license
Available as a plug-in for many popular video editing software tools such as Adobe Premiere, After Effects, Final Cut Pro (X), DaVinci Resolve (Studio) and more, Neat Video is a digital filter specifically designed to reduce visible noise and grain found in video footages from digital video cameras, DSLRs, TV-tuners and even digitized film or VHS.
- Available on: both Windows, macOS and Linux
- Pricing: start from $74.9 for a perpetual license
Key features at a glance:
- Premium noise reduction and sharpening
- Intuitive noise profiling
- Instant visual feedback
- Comprehensive host integration
- Excellent hardware optimization
Video noise is a common problem when shooting videos, especially in an environment where lighting condition is poor, or with a higher ISO setting, or with small sensors that are usually found on mobile phones or action cameras like the GoPro. So, it’s easy to think that next time when shooting videos, try best to get as much light as possible onto the subject can maximally avoid noise in the final video. However, the fact is that no matter how hard you try, there is always gonna be some noise.
This is way we need to resolve to 3rd party video denoising software to help us remove noise from videos. With traditional non-AI video editing software, like the ones we’ve mentioned in this article, it’s not hard to find that it’s not that easy to completely remove all the noise from video without hurting the original visual quality of the video. And for another thing, not only all these non-AI software tools are a little bit expensive, they are also too complicated for common users without too much knowledge on video editing.
However, with AI-assisted video editing software like DVDFab Video Enhancer AI, you can leave the entire noise reduction thing to the software itself, without the need to tweak settings one by one with your own hands. Plus the fact that video denoising is quite computing intensive, and Video Enhancer AI support the latest GPU hardware acceleration from Nvidia, AMD and Intel chips, and batch processing as well, it is the best choice to make.