From 5b3cb257506f3fbe8c5ad3ea8aedb87d51e4c87c Mon Sep 17 00:00:00 2001 From: Christian C Date: Wed, 5 Mar 2025 19:58:33 -0800 Subject: Filter small labels --- include/lib/algo/avl_tree.h | 6 ++++ include/lib/seg/mask_data.h | 10 +++++++ src/lib/algo/avl_tree.c | 69 +++++++++++++++++++++++++++++++++++++++++++++ src/lib/seg/mask_data.c | 36 +++++++++++++++++++++++ src/main.c | 5 ++++ 5 files changed, 126 insertions(+) diff --git a/include/lib/algo/avl_tree.h b/include/lib/algo/avl_tree.h index 4bfc0f7..f77ce5b 100644 --- a/include/lib/algo/avl_tree.h +++ b/include/lib/algo/avl_tree.h @@ -29,6 +29,12 @@ struct AVLNode* right_rotate(struct AVLNode* parent); // Rotate an AVL node left struct AVLNode* left_rotate(struct AVLNode* parent); +// Create AVL node +struct AVLNode* create_avl_node(void* data, bool_t (*compare)(void*, void*)); + +// Insert data into AVL tree +struct Result avl_insert(struct AVLNode* node, void* data, bool_t (*compare)(void*, void*)); + // In-order traversal print pointer void print_in_order(struct AVLNode* root); diff --git a/include/lib/seg/mask_data.h b/include/lib/seg/mask_data.h index 595ffd6..34fd6f1 100644 --- a/include/lib/seg/mask_data.h +++ b/include/lib/seg/mask_data.h @@ -43,4 +43,14 @@ struct AVLNode* increase_label_area_alloc(struct AVLNode* root, uint16_t label); // Create an AVL node if it doesn't exist struct AVLNode* increase_label_perimeter_alloc(struct AVLNode* root, uint16_t label); +// Comparison of uint16_ts +bool_t compare_uint16_t(uint16_t* s1, uint16_t* s2); + +// In-order traversal print pointer +void print_in_order_uint16_t(struct AVLNode* root); + +// Filter out small masks +// Assumption: Contiguous labeling +struct AVLNode* get_small_labels(struct AVLNode* removal_tree, struct AVLNode* label_tree, size_t min_area, size_t min_perimeter); + #endif diff --git a/src/lib/algo/avl_tree.c b/src/lib/algo/avl_tree.c index 98cd18b..db4fa4b 100644 --- a/src/lib/algo/avl_tree.c +++ b/src/lib/algo/avl_tree.c @@ -56,6 +56,75 @@ struct AVLNode* left_rotate(struct AVLNode* parent) return child1; } +// Create AVL node +struct AVLNode* create_avl_node(void* data, bool_t (*compare)(void*, void*)) +{ + struct AVLNode* node = (struct AVLNode*)malloc(sizeof(struct AVLNode)); + if (node == NULL) { + return NULL; + } + node->data = data; + node->compare = compare; + node->left = NULL; + node->right = NULL; + node->height = 1; // Leaf initially + return node; +} + +// Insert data into AVL tree +struct Result avl_insert(struct AVLNode* node, void* data, bool_t (*compare)(void*, void*)) +{ + struct Result result; + // 1. Standard BST insertion + if (node == NULL) { + return (struct Result) {create_avl_node(data, compare), TRUE}; + } + + struct MaskData *node_data = (struct MaskData*)node->data; + if (node->compare(data, node_data)) { + result = avl_insert(node->left, data, compare); + if (!result.success) { + fprintf(stderr, "Failed to insert!"); + return result; + } + node->left = (struct AVLNode*)result.data; + } else if (node->compare(node->data, data)) { + result = avl_insert(node->right, data, compare); + if (!result.success) { + fprintf(stderr, "Failed to insert!"); + return result; + } + node->right = (struct AVLNode*)result.data; + } else { + return (struct Result) {node, FALSE}; + } + + // 2. Update height of the ancestor node + node->height = 1 + max_height(get_height(node->left), get_height(node->right)); + + ssize_t balance = get_balance_factor(node); + + // 4. If the node becomes unbalanced + + // LeftLeft + if ((balance > 1) && node->compare(data, node->left->data)) { + return (struct Result) {right_rotate(node), TRUE}; + } + // RightRight + if ((balance < -1) && node->compare(node->right->data, data)) { + return (struct Result) {left_rotate(node), TRUE}; + } + // LeftRight + if ((balance > 1) && node->compare(node->left->data, data)) { + return (struct Result) {right_rotate(node), TRUE}; + } + // RightLeft + if ((balance < -1) && node->compare(data,node->right->data)) { + return (struct Result) {left_rotate(node), TRUE}; + } + return (struct Result) {node, TRUE}; +} + // In-order traversal print pointer void print_in_order(struct AVLNode* root) { diff --git a/src/lib/seg/mask_data.c b/src/lib/seg/mask_data.c index 00e4807..2ff58a8 100644 --- a/src/lib/seg/mask_data.c +++ b/src/lib/seg/mask_data.c @@ -173,3 +173,39 @@ struct AVLNode* increase_label_perimeter_alloc(struct AVLNode* root, uint16_t la } return new_root; } + +// Comparison of uint16_ts +bool_t compare_uint16_t(uint16_t* s1, uint16_t* s2) +{ + return *s1 < *s2; +} + +// In-order traversal print pointer +void print_in_order_uint16_t(struct AVLNode* root) +{ + if (root != NULL) { + print_in_order_uint16_t(root->left); + printf("%d ", *((uint16_t*)root->data)); + print_in_order_uint16_t(root->right); + } +} + +// Filter out small masks +// Assumption: Contiguous labeling +struct AVLNode* get_small_labels(struct AVLNode* removal_tree, struct AVLNode* label_tree, size_t min_area, size_t min_perimeter) +{ + struct AVLNode* return_tree = removal_tree; + if (label_tree != NULL) { + return_tree = get_small_labels(return_tree, label_tree->left, min_area, min_perimeter); + struct MaskData* node_data = (struct MaskData*)label_tree->data; + if ((node_data->area < min_area) || (node_data->perimeter < min_perimeter)) { + // Insert + struct Result result = avl_insert(return_tree, &node_data->label, (bool_t (*)(void*,void*))compare_uint16_t); + if (result.success) { + return_tree = result.data; + } + } + return_tree = get_small_labels(return_tree, label_tree->right, min_area, min_perimeter); + } + return return_tree; +} diff --git a/src/main.c b/src/main.c index e199c43..8ee035f 100644 --- a/src/main.c +++ b/src/main.c @@ -180,6 +180,7 @@ int main(int argc, char** argv) CloseWindow(); #else if (masks != NULL) { + // Get the area/ perimeter of each label TIME(ts_start); for (size_t y = 0; y < height; y++) { for (size_t x = 0; x < width; x++) { @@ -198,6 +199,10 @@ int main(int argc, char** argv) print_label(root); printf("\n"); #endif + // Get the smallest labels + struct AVLNode* small_label_tree = NULL; + small_label_tree = get_small_labels(NULL, root, 50, 50); + free_avl_tree(small_label_tree); free_avl_tree_nodes(root); root = NULL; write_array("../out.bin", masks, width*height*sizeof(uint16_t)); -- cgit v1.2.1