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Retina 0.1.0
Core Infrastructure
- Added
Image R6 class backed by OpenCV cv::Mat / cv::UMat via cpp11.
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Image$new() constructs from a file path or an R array (with colorspace and depth arguments).
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Image$write() saves to file. Image$copy() produces a deep copy.
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Image$plot() and Image$to_native_raster() render images for display.
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Image$to_gpu() / Image$to_cpu() transfer between CPU and GPU buffers.
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dim.Image() returns c(nrow, ncol, nchan).
Depth & Color Space
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Image$convert_depth() / Image$convert_depth_() and Image$to_array() convert bit depth and export pixel data as R arrays.
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Image$convert_color() / Image$convert_color_() converts between color spaces. Convenience shortcuts: $to_gray(), $to_bgr(), $to_hsv(), $to_lab().
Statistics
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Image$mean(), $sd(), $var(), $min(), $max(), $sum(), $median(), $quantile() compute per-channel statistics.
- S3 methods
mean.Image, sd.Image, var.Image, min.Image, max.Image, sum.Image, median.Image, quantile.Image are registered.
Arithmetic & Bitwise
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Image$add() / $add_(), $subtract() / $subtract_(), $multiply() / $multiply_(), $divide() / $divide_().
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Image$absdiff() / $absdiff_(), $add_weighted() / $add_weighted_().
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Image$bitwise_and() / $bitwise_and_(), $bitwise_or() / $bitwise_or_(), $bitwise_xor() / $bitwise_xor_(), $bitwise_not() / $bitwise_not_().
- Operator overloads:
+, -, *, /, bitwAnd(), bitwOr(), bitwXor(), bitwNot().
Filtering
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Image$blur() / $blur_() — box filter.
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Image$gaussian_blur() / $gaussian_blur_() — Gaussian filter.
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Image$median_blur() / $median_blur_() — median filter.
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Image$bilateral_filter() / $bilateral_filter_() — edge-preserving smooth.
Edge Detection
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Image$sobel() / $sobel_(), $laplacian() / $laplacian_() — gradient operators.
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Image$canny() / $canny_() — Canny edge detector.
Morphology
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Image$morph() / $morph_() — erode, dilate, open, close, gradient, tophat, blackhat operations with custom kernel support.
Pixel Access
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[.Image reads a single pixel (named vector), a single channel (scalar), or a rectangular region (new Image). Uses 1-based [row, col] indexing.
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[<-.Image writes a single pixel, single channel, or rectangular region.
Image Construction Utilities
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Image$fill(), Image$zeros(), Image$ones() — filled constructors.
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Image$randu(), Image$randn() — random image constructors.
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Image$border() / $border_() — add border padding.
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Image$tile() / $tile_() — tile image N×M times.
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Image$set_to() / $set_to_() — set all or masked pixels to a scalar.
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concatenate() — horizontal or vertical image stacking.
Thresholding
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Image$threshold() / $threshold_() — global threshold with 5 types and 17 ImageJ auto-threshold methods.
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Image$adaptive_threshold() / $adaptive_threshold_() — local mean/Gaussian threshold (CV_8U only).
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Image$in_range() / $in_range_() — per-channel range mask.
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autothreshold_value() — returns computed threshold value without modifying the image.
Drawing
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Image$draw_line() / $draw_line_(), $draw_arrow() / $draw_arrow_().
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Image$draw_rectangle() / $draw_rectangle_(), $draw_circle() / $draw_circle_().
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Image$draw_ellipse() / $draw_ellipse_(), $draw_arc() / $draw_arc_().
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Image$draw_polyline() / $draw_polyline_(), $fill_poly() / $fill_poly_().
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Image$draw_text() / $draw_text_().
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col2bgr() converts R color names / hex strings to BGR(A) numeric vectors.
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get_text_size() measures text bounding box without drawing.