ANY RESOLUTION. ANY BANDWIDTH. ULTIMATE QUALITY.

GPU-powered video enhancement through SaaS platform. Remove noise, optimize bitrates, and enhance visual quality automatically.

Book IBC 2025 Demo

VIDEO NOISE MANAGEMENT

Any video in any resolution and bandwidth in the best possible quality

IRIS

Reduce bitrates by up to 40% while maintaining visual quality through advanced noise management

IRIS.ANALYST

Per-Title, Per-Shot, and Content-Adaptive Encoding

IRIS.BROADCAST

We are DVNR

IRIS.AI

AI-driven video upscaling

IRIS.RAW

Decreasing the noise levels before de-bayering

AV1 & FILM GRAIN SYNTHESIS

Decreasing the noise levels before de-bayering

WAVELET BEAM SERVICES

Professional Services video technology

NEWS

All about video technology

ANY VIDEO IN ANY RESOLUTION AND BANDWIDTH IN THE BEST POSSIBLE QUALITY

VIDEO IMPROVEMENT AND GPU BASED WORKFLOWS via SaaS

Get rid of noise and grain in your film and video content with our automatic and ultra-fast GPU-based low-delay de-noising application. It performs strongly on RAW footage, but also already compressed material can be effectively processed. Get the right cleanup for your different distribution feeds and homogenize your VOD catalog, so your bandwidth ladder can be extremely enhanced. The picture quality of born-digital content and 35mm film will be optimized to allow ultra-low bitrates at the highest quality.

Click the image or the link below to book your Wavelet Beam demo at IBC 2025:

IBC 2025 - Book your Wavelet Beam demo

Book your appointment now

The Impact of Noise on Video Encoding

Video codecs detect and code redundant information. The higher the compression, the more less important information will be removed. Noise in the video content reduces the temporal redundancy and forces the encoder to remove more original content. Applying High Fidelity Noise Management before encoding reduces the encoder's load.

  • The encoder’s ability to detect motion and define motion vectors is negatively influenced by noise. Motion vector accuracy is essential.
  • Noise leads to false motion interpretation and faulty vectors, consuming bandwidth unnecessarily.
  • Statistical Multiplexing: Noisy services require more bandwidth and degrade overall multiplex quality.

With IRIS you always get all of these three points:

  • Higher Video Resolution
  • Video Bitrate Optimization
  • Video Image Enhancement

Software scalability and energy efficiency are increasingly critical. With our technology, massive archives can be processed on a single system. IRIS comes with a fully automated setup for cluster, cloud, and on-premises deployments. Our SaaS offering provides noise management workflows at a competitive per-minute rate.

IRIS

Revolutionize Your Video Quality with IRIS – The Ultimate File-Based Noise Management Solution by Wavelet Beam

Wavelet Beam’s IRIS is redefining file-based video processing. Our advanced technology enables encoders to distinguish noise from actual image detail, unlocking higher perceived resolution and dramatically reducing video bitrates— all without sacrificing quality.

IRIS operates fully automatically and integrates effortlessly into your existing infrastructure—whether deployed in clusters, on-premises, or in the cloud. It's designed for scalability and energy efficiency, making it ideal for processing massive video archives using minimal hardware.

With IRIS, you gain optimized bitrates, enhanced visual quality, and preserved fine details—while reducing faulty motion vectors and compression artifacts. It’s the smart choice for media teams that demand performance and precision.

Available as a SaaS solution with simple integration and flexible, per-minute pricing, IRIS brings high-end video quality within reach—at scale. Say goodbye to noisy archives and hello to clean, sharp, and bandwidth-efficient content with IRIS from Wavelet Beam.

IRIS.ANALYST

Per-Title, Per-Shot, and Content-Adaptive Encoding with IRIS.ANALYST

Not all video content is created equal—different scenes require different bitrates to deliver high-quality results. While we want to avoid wasting bandwidth, we also aim to preserve every detail. IRIS.ANALYST enables smarter encoding decisions by analyzing spatial and temporal complexity at the per-title and per-shot level.

Noise and grain are part of a video’s spatial and temporal signal. As noted by Netflix, these factors alone can impact bitrate needs by up to 30%. At Wavelet Beam, we’ve confirmed this: leveraging IRIS.ANALYST can lead to a 30% reduction in bitrate—while maintaining or improving perceived visual quality.

IRIS.ANALYST Feature Set:

  • Automatic selection of video noise profiles
  • Measurement of video resolution—no test target required
  • Quantified video noise levels using PSNR [dB]
  • Spatial and temporal complexity measurement
  • Contrast and brightness evaluation

Read the related FKT article: Beyond Pixel Count and Video Resolution (available in English and German)

Turn on AUDIO!

The LA Downtown and Tiger clips above are zoomed and scaled from 9K to UHD (shot on 9x7).

WaveletBeam IRIS Analyst

Real-Time Denoising for Broadcast-Grade Video

IRIS.Broadcast is a high-performance, GPU-powered Digital Video Noise Reducer (DVNR) designed for live production and broadcast environments. Scale from 8+ simultaneous 1080p streams on a single GPU to multi-GPU UHD and 8K pipelines — all with ultra-low delay.

IRIS not only delivers visually clean output, it also reduces video bitrate by up to 30% by optimizing motion vector precision.

  • GPU-accelerated, highly scalable
  • Real-time 1080p, UHD, and up to 8K
  • Multi-stream efficiency — ideal for high-density workflows

At Wavelet Beam, we’re pushing the boundaries of what’s possible in video technology. We're excited to introduce real-time support for IRIS and IRIS.Analyst.

Our advanced IRIS SDK powers Video Noise Management and Video Analytics at scale, enabling broadcasters to reduce bitrates while enhancing video quality—delivering a richer, sharper viewing experience.

What sets IRIS apart? It’s not just about reducing visible noise—it’s about lifting the signal out of the noise floor. This means potentially recovering image information that would otherwise be lost or unusable, far surpassing traditional noise reduction methods that often blur or distort fine details.

Powered by CUDA acceleration, IRIS is built for performance and scale. It can process multiple video streams on a single GPU, and scale efficiently across multiple GPUs, making it ideal for high-demand broadcast environments.

A demo setup is available for interested B2B partners. Currently supporting SDI, with ST 2110 integration coming soon.

Let’s redefine the future of broadcast—together.

This video has sound!

IRIS SDK

IRIS.AI

Wavelet Beam proudly presents IRIS.AI — Advanced AI-Based Video Upscaling


Before applying AI-driven upscaling, it's critical to first denoise the video. Why? Because noise in the original footage can confuse AI algorithms, leading to artifacts and reduced visual quality in the final result.


IRIS.AI combines Wavelet Beam’s cutting-edge video denoising with powerful deep learning upscaling to ensure exceptional results. Clean input means the AI can focus on real image content—not on random noise—resulting in sharper, more natural details and improved resolution.


By preprocessing with IRIS, IRIS.AI receives a cleaner signal, allowing the upscaler to add pixels more accurately. The result: enhanced visual quality, higher perceived resolution, and a stunning viewing experience—ideal for remastering, broadcasting, or archive restoration.


IRIS.AI Upscaling Example 1

IRIS.AI Upscaling Example 2

IRIS.RAW

Wavelet Beam proudly presents IRIS.RAW — The Next-Generation Video RAW Data Denoising Solution: DOWNLOAD DATA SHEET


Wavelet Beam introduces IRIS.RAW, a powerful solution for video RAW data denoising. Modern digital cameras use single-chip Bayer sensors that capture only one color channel per pixel. In postproduction, the two missing color channels must be interpolated through the de-bayering process. However, noise inherent in the camera signal can distort this process, resulting in inaccuracies.


By reducing noise levels before de-bayering, IRIS.RAW ensures much higher resolution and improved HDR performance, delivering pristine quality for your video footage. Whether you are working in 4K, 6K, or even 12K, IRIS.RAW provides a clean foundation that enhances both the editing and grading processes.


Our solutions—IRIS and IRIS.RAW—are GPU-accelerated, high-fidelity denoising applications that offer one of the fastest processing speeds on the market. They are designed to integrate seamlessly into high-resolution workflows where conventional tools struggle to handle real-time denoising.



IRIS.RAW is the perfect solution for workflows requiring real-time denoising, especially when handling high-resolution content that demands significant CPU/GPU power. By offloading the denoising process, you free up resources for color grading and real-time video enhancement, ensuring better dynamic range, resolution, and overall streaming performance.


Based on Wavelet Beam’s GRAIN & NOISE REDUCER, IRIS.RAW extends our commitment to high-quality video processing and seamless workflow integration.


IRIS.RAW Video Denoising

IRIS.RAW Processing

IRIS.RAW High-Resolution Processing

AV1 & Film Grain Synthesis

AV1 is the first video codec with mandatory film grain synthesis. This enables significant bitrate savings while improving image quality – true efficiency instead of artificially measured improvements. Film Grain Synthesis allows for video denoising, enabling lower bitrates during distribution encoding. Netflix reports 30% savings – we confirm this.

Important: The integrated AV1 denoising (2D Wiener filter) is not sufficient to preserve high image resolution. Professional video noise management is far more than just a filter. Our fully automated HPC solution is based on thousands of lines of CUDA code – optimized for maximum quality. Basic solutions may suffice for user-generated content, but high-end content requires IRIS & IRIS.ANALYST.

The look of film is now available on second screens without internal TV filters. With high-resolution displays and short viewing distances, a higher subjective resolution is achieved – especially for cinematic material, this is a real added value.

Interested rights holders can contact us at info@waveletbeam.com. Among other things, we encoded the Netflix test scene “MERIDIAN” in UHD with AV1 + Film Grain Synthesis at under 6 Mbit/s – 12 minutes at just 536 MB. For internal tests, we also gladly accept 2-minute samples shot on 16mm or 35mm film.

The codec war is over. Film Grain Synthesis also works with older and future codecs. That’s why it makes sense to integrate noise management **once into the workflow** – regardless of the target codec. Quality is once again the focus, not just bitrate measurement.

If the video below doesn't start, please play it manually using VLC.

16mm 1728x1248 -10bpc (Full HD pixel count) – AV1 @1.2 Mbit/s + Film Grain Synthesis – Encoding Test Feb. 2024

16mm 1728x1248 -10bpc (Full HD pixel count) – AV1 @2 Mbit/s + Film Grain Synthesis – Encoding Test Feb. 2024

Block-based encoders are unable to correctly preserve film grain at low bitrates. The fine frequencies of the grain are distorted – often visible as flickering or artifacts. PSNR or VMAF cannot correctly detect this.

During decompression, motion vectors are used to reconstruct images from blocks of previous frames. Quantization alters the grain amplitude, leading to modulation over time – the result is artificial-looking, displaced “noise” with no authentic film look.

Conclusion: AV1 + Film Grain Synthesis is the future for high-quality video at low bitrates.

Our Services

Wavelet Beam Services offers an all-inclusive package for cleaning video content and film restoration. Nowadays the amount of UHD television sets is increasing. Thus, the quality of DVD and Blu-ray’s products also has to be increased, to provide the best viewing experience for the customers. Wavelet Beam Services is offering a noise management, which shifts your film material to the next level. Be ready for UHD.

   

GPU Workflows

PROFESSIONAL SERVICES: Hands on training and consultancy services for FFmpeg

FFmpeg is a free open-source software project consisting of a suite of libraries and programs for handling audio and video. FFmpeg serves as the engine for most of the largest cloud encoding farms in the world and gives you an alternative to commercial transcoding products.

Possible topics:

1. Quality matrix: VMAF and PSNR

2. Optimizing your bitrate ladder

3. FFmpeg automation on LINUX

4. Speedup encoding for Adaptive Bitrate Encoding

5. How to analyze files with MediaInfo, Bitrate Viewer, Apple's AVQT

6. Using FFv1 as Intermediate Format

   

GPU Workflows

PROFESSIONAL SERVICES: Video Encoder Comparison using Video Quality Metrices

As independent consultant Wavelet Beam is offering services for video encoder shootouts and optimization of video bitrate ladders. These tasks are time consuming and the measurement of the Video Quality Metrices needs a lot of compute power, which Wavelet Beam is also offering. In the design phase of a new video workflow, it is important to know all details about encoding speed and video quality in advance. Additionally, we are offering video test sequences, which makes it possible to measure parameters like resolution or dynamic range of the End-to-End workflow.

   

GPU Workflows

Perceptually Optimized Video Coding and Quality Measurement

In the last years Wavelet Beam developed a new and high fidelity noise management system. All our image analyses and enhancement technologies are based on the underlying model of noise and signal shares. This knowledge is what we are using in our Perceptually Video Quality Measurement process. As we learned, a lot of codec vendors don’t like to compare their encoders because real numbers would be a risk for sales. If you have a vendor shootout, Wavelet Beam Services will provide you with reliable numbers. If you are a codec vendor, the Wavelet Beam Perceptually Optimized Video Coding SDK is a great possibility to be two steps ahead when it comes to picture quality and ultra-low bandwidth encoding.

   

GPU Workflows

PROFESSIONAL SERVICES: TEST CHART's

Collaboration between Cinelab London and Wavelet Beam

Vendor independent 35mm film test strips are available again

INCLUDING:

* 35mm test charts

* Test chart generation

* Image quality analyses

* Workflow analyses

The technical quality parameters of film scanners are changing over time. The sensor performance is decreasing and artifacts like dead/hot pixel will accrue. Also the noise levels can increase over time and the later you recognize quality issues, the more time and money you lose. In collaboration between Cinelab London and Wavelet Beam we offer 35mmm negative and print film. Additionally Wavelet Beam is offering the analysis of the scanned film material.

   

GPU Workflows

PROFESSIONAL SERVICES FOR GPU WORKFLOWS

INCLUDING:

* Projekt Management

* Implementation

* CUDA

* Image Processing LIBs

* Algorithm Development

* Deep Learning for Video Analytics

   
DVB Services

PROFESSIONAL SERVICES FOR DTV AND FILM

INCLUDING:

* Project management

* Implementation

* System analyses

* RFQ's

* Test chart generation

* Image quality analyses

   

NEWS

Video quality is not dead, it just smells funny

IRIS

Video Title

IRIS.ANALYST

IA2
Moon UHD AVC
Tor WB
9x7 v2 Text
9x7 Post WB
Tiger UHD

IRIS.BROADCAST

IRIS.BROADCAST

IRIS.AI

IRIS.AI

IRIS.RAW

IRIS.RAW

Film Grain Synthesis

16mm Film Test
16mm AV1 Test

Our Services

Wavelet Beam Services offers an all-inclusive package for cleaning video content and film restoration. Nowadays the amount of UHD television sets is increasing. Thus, the quality of DVD and Blu-ray’s products also has to be increased, to provide the best viewing experience for the customers. Wavelet Beam Services is offering a noise management, which shifts your film material to the next level. Be ready for UHD.

   

GPU Workflows

PROFESSIONAL SERVICES: Hands on training and consultancy services for FFmpeg

FFmpeg is a free open-source software project consisting of a suite of libraries and programs for handling audio and video. FFmpeg serves as the engine for most of the largest cloud encoding farms in the world and gives you an alternative to commercial transcoding products.

Possible topics:

1. Quality matrix: VMAF and PSNR

2. Optimizing your bitrate ladder

3. FFmpeg automation on LINUX

4. Speedup encoding for Adaptive Bitrate Encoding

5. How to analyze files with MediaInfo, Bitrate Viewer, Apple's AVQT

6. Using FFv1 as Intermediate Format

   

GPU Workflows

PROFESSIONAL SERVICES: Video Encoder Comparison using Video Quality Metrices

As independent consultant Wavelet Beam is offering services for video encoder shootouts and optimization of video bitrate ladders. These tasks are time consuming and the measurement of the Video Quality Metrices needs a lot of compute power, which Wavelet Beam is also offering. In the design phase of a new video workflow, it is important to know all details about encoding speed and video quality in advance. Additionally, we are offering video test sequences, which makes it possible to measure parameters like resolution or dynamic range of the End-to-End workflow.

   

GPU Workflows

Perceptually Optimized Video Coding and Quality Measurement

In the last years Wavelet Beam developed a new and high fidelity noise management system. All our image analyses and enhancement technologies are based on the underlying model of noise and signal shares. This knowledge is what we are using in our Perceptually Video Quality Measurement process. As we learned, a lot of codec vendors don’t like to compare their encoders because real numbers would be a risk for sales. If you have a vendor shootout, Wavelet Beam Services will provide you with reliable numbers. If you are a codec vendor, the Wavelet Beam Perceptually Optimized Video Coding SDK is a great possibility to be two steps ahead when it comes to picture quality and ultra-low bandwidth encoding.

   

GPU Workflows

PROFESSIONAL SERVICES: TEST CHART's

Collaboration between Cinelab London and Wavelet Beam

Vendor independent 35mm film test strips are available again

INCLUDING:

* 35mm test charts

* Test chart generation

* Image quality analyses

* Workflow analyses

The technical quality parameters of film scanners are changing over time. The sensor performance is decreasing and artifacts like dead/hot pixel will accrue. Also the noise levels can increase over time and the later you recognize quality issues, the more time and money you lose. In collaboration between Cinelab London and Wavelet Beam we offer 35mmm negative and print film. Additionally Wavelet Beam is offering the analysis of the scanned film material.

   

GPU Workflows

PROFESSIONAL SERVICES FOR GPU WORKFLOWS

INCLUDING:

* Projekt Management

* Implementation

* CUDA

* Image Processing LIBs

* Algorithm Development

* Deep Learning for Video Analytics

   
DVB Services

PROFESSIONAL SERVICES FOR DTV AND FILM

INCLUDING:

* Project management

* Implementation

* System analyses

* RFQ's

* Test chart generation

* Image quality analyses

   

Pricing

Pricing information will be available shortly

About Us

The Mission

Shaping the future of Broadcast, Film and OTT Services by providing unique signal processing algorithms and creating state-of-the-art GPU workflows.

At Wavelet Beam, we are redefining what’s possible in Broadcast, Film, and OTT content delivery through advanced signal processing and high-performance GPU workflows. Our mission is to equip video professionals with intelligent, scalable tools that enhance video quality without compromise.

Our core solutions, IRIS and IRIS.RAW, lead the way in Video Noise Management by removing unwanted noise, preserving fine image details, and enhancing perceived resolution across compressed video streams. To take visual quality even further, IRIS.AI integrates state-of-the-art AI-based upscaling, powered by industry-leading GPU technologies, delivering crisp, high-resolution output for modern workflows.

Wavelet Beam’s technology helps encoders distinguish between noise and true image content, improving visual fidelity while reducing bitrate. Whether restoring video archives or enhancing real-time content, our platform is built for seamless integration, energy efficiency, and scalability—whether on-premises, in the cloud, or through our fully automated SaaS pipeline.

Wavelet Beam enables video professionals to deliver cleaner, sharper, and more efficient visuals, supported by cutting-edge AI and a commitment to innovation.

#IRIS #IRISRAW #IRISAI #waveletbeam #ai #video

Contact

DIRK HILDEBRANDT

CTO at Wavelet Beam

 

+49 5258 2090116

info[at]waveletbeam.com

Book an appointment with Dirk Hildebrandt here:

LinkedIn

 

 

Impressum gemäß § 5 TmG

 

Dirk Hildebrandt |Frieda-Nadig-Weg 3a | 33154 Salzkotten

+49 5258 2090116

USt-IdNr.:DE289628396
 
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