ImageWarpingField.cpp

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// ----------------------------------------------------------------------------
// -                        CloudViewer: www.cloudViewer.org                  -
// ----------------------------------------------------------------------------
// Copyright (c) 2018-2024 www.cloudViewer.org
// SPDX-License-Identifier: MIT
// ----------------------------------------------------------------------------
 
#include "pipelines/color_map/ImageWarpingField.h"
 
#include <Logging.h>
#include <json/json.h>
 
namespace cloudViewer {
namespace pipelines {
namespace color_map {
using namespace cloudViewer;
 
ImageWarpingField::ImageWarpingField() { InitializeWarpingFields(0, 0, 0); }
 
ImageWarpingField::ImageWarpingField(int width,
                                     int height,
                                     int number_of_vertical_anchors) {
    InitializeWarpingFields(width, height, number_of_vertical_anchors);
}
 
void ImageWarpingField::InitializeWarpingFields(
        int width, int height, int number_of_vertical_anchors) {
    anchor_h_ = number_of_vertical_anchors;
    anchor_step_ = double(height) / (anchor_h_ - 1);
    anchor_w_ = int(std::ceil(double(width) / anchor_step_) + 1);
    flow_ = Eigen::VectorXd(anchor_w_ * anchor_h_ * 2);
    for (int i = 0; i <= (anchor_w_ - 1); i++) {
        for (int j = 0; j <= (anchor_h_ - 1); j++) {
            int baseidx = (i + j * anchor_w_) * 2;
            flow_(baseidx) = i * anchor_step_;
            flow_(baseidx + 1) = j * anchor_step_;
        }
    }
}
 
Eigen::Vector2d ImageWarpingField::QueryFlow(int i, int j) const {
    int baseidx = (i + j * anchor_w_) * 2;
    // exceptional case: quried anchor index is out of pre-defined space
    if (baseidx < 0 || baseidx >= anchor_w_ * anchor_h_ * 2)
        return Eigen::Vector2d(0.0, 0.0);
    else
        return Eigen::Vector2d(flow_(baseidx), flow_(baseidx + 1));
}
 
Eigen::Vector2d ImageWarpingField::GetImageWarpingField(double u,
                                                        double v) const {
    int i = (int)(u / anchor_step_);
    int j = (int)(v / anchor_step_);
    double p = (u - i * anchor_step_) / anchor_step_;
    double q = (v - j * anchor_step_) / anchor_step_;
    return (1 - p) * (1 - q) * QueryFlow(i, j) +
           (1 - p) * (q)*QueryFlow(i, j + 1) +
           (p) * (1 - q) * QueryFlow(i + 1, j) +
           (p) * (q)*QueryFlow(i + 1, j + 1);
}
 
bool ImageWarpingField::ConvertToJsonValue(Json::Value &value) const {
    value["class_name"] = "ImageWarpingField";
    value["version_major"] = 1;
    value["version_minor"] = 0;
    value["anchor_w"] = anchor_w_;
    value["anchor_h"] = anchor_h_;
    Json::Value flow_array;
    for (int i = 0; i < anchor_w_ * anchor_h_ * 2; i++) {
        flow_array.append(flow_[i]);
    }
    value["flow"] = flow_array;
    return true;
}
 
bool ImageWarpingField::ConvertFromJsonValue(const Json::Value &value) {
    if (!value.isObject()) {
        utility::LogWarning(
                "ImageWarpingField read JSON failed: unsupported json "
                "format.");
        return false;
    }
    if (value.get("class_name", "").asString() != "ImageWarpingField" ||
        value.get("version_major", 1).asInt() != 1 ||
        value.get("version_minor", 0).asInt() != 0) {
        utility::LogWarning(
                "ImageWarpingField read JSON failed: unsupported json "
                "format.");
        return false;
    }
    anchor_w_ = value.get("anchor_w", 1).asInt();
    anchor_h_ = value.get("anchor_h", 1).asInt();
 
    const Json::Value flow_array = value["flow"];
    if (flow_array.empty() ||
        int(flow_array.size()) != (anchor_w_ * anchor_h_ * 2)) {
        utility::LogWarning(
                "ImageWarpingField read JSON failed: invalid flow.");
        return false;
    }
    flow_.resize(anchor_w_ * anchor_h_ * 2, 1);
    for (int i = 0; i < anchor_w_ * anchor_h_ * 2; i++) {
        flow_(i) = flow_array[i].asDouble();
    }
    return true;
}
 
}  // namespace color_map
}  // namespace pipelines
}  // namespace cloudViewer