细化后如何填补图像中的空白？

Question

我该如何填补因细化而出现的空白？第一个图像是稀疏之前的图像，第二个图像是稀疏之后的图像，第三个是我需要连接的像素的示例。我正在使用MATLAB R2013a。

我在稀疏中使用了以下代码：

rows, err := db.Queryx(`SELECT
category.id, category.parentId, category.name, category.createdAt, category.updatedAt,
item.id, item.categoryId, item.name, item.createdAt, item.updatedAt
FROM category
LEFT JOIN item ON item.categoryId=category.id
ORDER BY category.id ASC`)
if err != nil {
    return nil, errors.Wrap(err, "Failed to exec category select with items")
}
results := []*CategoryWithItems{}
var prevID int64
var c *CategoryWithItems
for rows.Next() {
    row, err := rows.SliceScan()
    if err != nil {
        return nil, errors.Wrap(err, "Failed to execute SliceScan")
    }
    categoryID := row[0].(int64)
    if prevID == 0 || categoryID != prevID {
        c = &CategoryWithItems{
            Category:Category{
                ID:        categoryID,
                ParentID:  row[1].(int64),
                Name:      string(row[2].([]uint8)),
                CreatedAt: row[3].(time.Time),
                UpdatedAt: row[4].(time.Time),
            },
            Items: []*Item{},
        }
        results = append(results, c)
        prevID = categoryID
    }
    if row[5] != nil {
        i := &Item{
            ID:         row[5].(int64),
            CategoryID: row[6].(int64),
            Name:       string(row[7].([]uint8)),
            CreatedAt:  row[8].(time.Time),
            UpdatedAt:  row[9].(time.Time),
        }
        c.Items = append(c.Items, i)
    }
}

细化前的图像：

细化后的图像：

我需要连接的示例：

当我使用bw_clean = imopen(binary_image, strel('rectangle',[3 3])); bw_clean = bwareaopen(bw_clean, 15); thin_image = ~bwmorph(imcomplement(bw_clean), 'thin', Inf); 时，输出为：

当我使用

BW2 = imfill(A,'holes');

输出为：