diff --git a/website/pages/api.md b/website/pages/api.md index 26ffb167..1456b356 100644 --- a/website/pages/api.md +++ b/website/pages/api.md @@ -27,7 +27,7 @@ The threshold-based scene detector (`detect-threshold`) is how most traditional ## Histogram Detector -The scene change detection algorithm uses histograms of the Y channel in the YCbCr color space to detect scene changes, which helps mitigate issues caused by lighting variations. Each frame of the video is converted from its original color space to the YCbCr color space.The Y channel, which represents luminance, is extracted from the YCbCr color space. This helps in focusing on intensity variations rather than color variations. A histogram of the Y channel is computed using the specified number of bins (--bins/-b). The histogram is normalized to ensure that it can be consistently compared with histograms from other frames. The normalized histogram of the current frame is compared with the normalized histogram of the previous frame using the correlation method (cv2.HISTCMP_CORREL). A scene change is detected if the correlation between the histograms of consecutive frames is below the specified threshold (--threshold/-t). This indicates a significant change in luminance, suggesting a scene change. +The scene change detection algorithm uses histograms of the Y channel in the YCbCr color space to detect scene changes, which helps mitigate issues caused by lighting variations. Each frame of the video is converted from its original color space to the YCbCr color space. The Y channel, which represents luminance, is extracted from the YCbCr color space. This helps in focusing on intensity variations rather than color variations. A histogram of the Y channel is computed using the specified number of bins (--bins/-b). The histogram is normalized to ensure that it can be consistently compared with histograms from other frames. The normalized histogram of the current frame is compared with the normalized histogram of the previous frame using the correlation method (cv2.HISTCMP_CORREL). A scene change is detected if the correlation between the histograms of consecutive frames is below the specified threshold (--threshold/-t). This indicates a significant change in luminance, suggesting a scene change. ## Perceptual Hash Detector diff --git a/website/pages/changelog.md b/website/pages/changelog.md index f7374c86..4f496cf7 100644 --- a/website/pages/changelog.md +++ b/website/pages/changelog.md @@ -215,7 +215,7 @@ Feedback on the new detection methods and their default values is most welcome. ### 0.6.3 (March 9, 2024) -In addition to some perfromance improvements with the `load-scenes` command, this release of PySceneDetect includes a significant amount of bugfixes. Thanks to everyone who contributed to the release, including those who filed bug reports and helped with debugging! +In addition to some performance improvements with the `load-scenes` command, this release of PySceneDetect includes a significant amount of bugfixes. Thanks to everyone who contributed to the release, including those who filed bug reports and helped with debugging! **Program Changes:** diff --git a/website/pages/contributing.md b/website/pages/contributing.md index c9662e3d..7e3f55d9 100644 --- a/website/pages/contributing.md +++ b/website/pages/contributing.md @@ -41,7 +41,7 @@ Research into detection methods and performance are ongoing. All contributions i ### GUI -A graphical user interface will be crucial for making PySceneDetect approchable by a wider audience. There have been several suggested designs, but nothing concrete has been developed yet. Any proposed solution for the GUI should work across Windows, Linux, and OSX. +A graphical user interface will be crucial for making PySceneDetect approachable by a wider audience. There have been several suggested designs, but nothing concrete has been developed yet. Any proposed solution for the GUI should work across Windows, Linux, and OSX. ### Localization