Author Archives: DXOMARK

Image Quality Assessment for Natural Scene Portraits: An Industrial Application

Camera quality is a major reason for consumers to choose between smartphones. However, evaluating a camera’s quality is costly, cumbersome, and, in many cases, a non-repeatable process. To simplify and improve this process, many techniques have been developed for automatic image quality assessment. In the state of the art, image detail quality assessment is predominantly […]

Color Quality Across Ambient Illumination CCTs in Smartphones

Color appearance across ambient Correlated Color Temperature (CCT) changes is an important aspect for preferred image quality. Smartphones nowadays are equipped with ambient illumination sensors, called Ambient Light Sensors (ALS), that are capable of detecting the illuminance information in terms of illuminance and CCT (either spectral or color). These sensors aid the detection of ambient […]

A color characterization model for APL dependent OLED displays

Several studies in the past have proposed models to characterize the colorimetry of displays, most of which have poor performance for OLED displays. This is primarily due to the dependency of the colorimetry of OLED panels on the AveragePixel Level (APL) of the content displayed on them. In this study, a workflow is proposed to […]

Stab series: How Can We Measure Image Stabilization? (1/3)

Measuring how well a camera system compensates for hand shake is more complex than it looks. The Camera & Imaging Products Association (CIPA) in Japan has proposed and developed a standard to ensure objective and repeatable testing, the CIPA DC-X011. The primary purpose of the CIPA DC-X011 specification is to define measurement methods for evaluating image stabilization performance […]

Study on User Preference Towards HDR Format Decoding Strategies in Smartphones.

HDR videos can be encoded in a variety of formats with dynamic metadata, the most popular of which are Dolby Vision, HDR Vivid and HDR10+. In this paper, the decoding strategies of these three encoding options are subjectively analyzed in order of their preference in smartphones by performing a psychophysical experiment in a laboratory environment. […]

User preference towards HDR10 playback strategies by video player applications.

Modern HDR video playback strategies often involve adjustments by industry stakeholders, such as applying different Electro-Optical Transfer Functions (EOTFs), modifying peak luminance, or altering color characteristics, to enhance visual appeal. These modifications, however, can deviate from the originalartistic intent. Understanding observer preferences for such alterations is crucial, especially for smartphone playback under diverse ambient lighting. […]

Subjective Evaluation of HDR10 Rendering Consistency Across Illuminance Changes

Smartphones are exposed to a variety of illumination changes. For the best user experience, it is important that their rendering is consistent across illuminance changes. In this study the rendering consistency performance of three differentsmartphones is studied across three illuminance conditions (0,320 and 9000 lux) using a haploscopic setup. It was found that the Samsung […]

DXOMARK has updated its smartphone camera rankings here’s the new lineup.

DXOMARK has officially unveiled the sixth generation of its smartphone-camera testing methodology—Camera v6. The new protocol places an even stronger emphasis on real-world user experience, adding numerous new test scenarios, advanced lab innovations, and a precise scoring system grounded in global research on user preferences.

DXOMARK new cell phone image ladder list preview topped non-Apple Huawei?

DXOMARK is a name most photographers know well. It began as a ranking system for digital cameras and lenses, then later expanded into evaluating smartphones. In recent years, phone-camera tech has evolved at breakneck speed: multi-camera setups are now common, telephoto lenses are no longer limited to flagships, and AI has drastically improved image results. […]

From Parameter Inside Out to Experience as King: DXOMARK 6th Edition Imaging Benchmarks Attempt to Address the Gap Between Mobile Phone Technology and User Needs

At the recent DXOMARK media conference, an interesting phenomenon was revealed: a significant disconnect between the technical parameters of cell phones and actual user satisfaction. This disconnect is particularly prominent at a time when technologies and features such as HDR and generative AI are widely available.