feat: detect and remove page-border decoration strip artifacts (Step 4e)
Textbooks with decorative alphabet strips along page edges produce OCR artifacts (scattered colored letters at x<150 while real content starts at x>=179). Step 4e detects a significant x-gap (>30px) between a small cluster (<15% of total word_boxes) near the page edge and the main content, then removes the border-strip word_boxes. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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@@ -1093,3 +1093,96 @@ class TestWordBoxReadingOrder:
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assert [w["text"] for w in sorted_wbs] == ["tie", "sb/sth", "up"]
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# Same objects, same order
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assert [id(w) for w in sorted_wbs] == [id(w) for w in wbs]
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# ---------------------------------------------------------------------------
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# Border strip detection (Step 4e)
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# ---------------------------------------------------------------------------
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class TestBorderStripFilter:
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"""Verify decorative page-border word_boxes are detected and removed."""
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@staticmethod
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def _make_wb(text, left, top, width=50, height=20, conf=95):
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return {"text": text, "left": left, "top": top,
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"width": width, "height": height, "conf": conf}
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def test_left_border_strip_removed(self):
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"""Word_boxes at x<120 with 45px gap to content at x>=179 are removed."""
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# Simulate border strip (11 wbs) + real content (20 wbs)
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border_wbs = [
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self._make_wb("M", 49, 436, 46, 44),
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self._make_wb("x", 113, 610, 21, 38),
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self._make_wb("Er", 45, 998, 62, 37),
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]
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content_wbs = []
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for i in range(20):
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content_wbs.append(self._make_wb(f"word{i}", 179 + (i % 3) * 100, 100 + i * 40))
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# Build zone with cells
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cells = []
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# Border-only cells
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for i, wb in enumerate(border_wbs):
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cells.append({"cell_id": f"R{i}_C0", "col_index": 0, "row_index": i,
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"word_boxes": [wb], "text": wb["text"]})
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# Content cells
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for i, wb in enumerate(content_wbs):
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ri = len(border_wbs) + i
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cells.append({"cell_id": f"R{ri}_C1", "col_index": 1, "row_index": ri,
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"word_boxes": [wb], "text": wb["text"]})
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zone = {"zone_index": 0, "zone_type": "content", "cells": cells,
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"columns": [], "rows": []}
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# The filter runs inside _build_grid_core, but we can test the
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# pattern detection logic: 3 border wbs + 20 content wbs,
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# border right edge = 113+21=134, content left = 179, gap = 45px
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# 3/23 = 13% < 15% threshold
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from cv_ocr_engines import _group_words_into_lines
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all_left = sorted(
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[(wb["left"], wb) for cell in cells for wb in cell.get("word_boxes", [])],
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key=lambda t: t[0]
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)
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# Find largest gap
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best_gap = 0
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best_idx = -1
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for gi in range(len(all_left) - 1):
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right_edge = all_left[gi][0] + all_left[gi][1]["width"]
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gap = all_left[gi + 1][0] - right_edge
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if gap > best_gap:
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best_gap = gap
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best_idx = gi
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assert best_gap >= 30, f"Gap should be >=30, got {best_gap}"
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left_count = best_idx + 1
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total = len(all_left)
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assert left_count / total < 0.15, f"Border ratio {left_count}/{total} should be <15%"
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def test_no_removal_when_no_gap(self):
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"""No gap > 30px between word_boxes → nothing removed."""
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wbs = [self._make_wb(f"w{i}", 10 + i * 20, 100) for i in range(15)]
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all_left = sorted([(wb["left"], wb) for wb in wbs], key=lambda t: t[0])
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best_gap = 0
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for gi in range(len(all_left) - 1):
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right_edge = all_left[gi][0] + all_left[gi][1]["width"]
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gap = all_left[gi + 1][0] - right_edge
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if gap > best_gap:
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best_gap = gap
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assert best_gap < 30, f"No significant gap expected, got {best_gap}"
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def test_equal_sides_not_removed(self):
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"""Two roughly equal groups (50/50) are NOT treated as border strip."""
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left_wbs = [self._make_wb(f"L{i}", 10 + i * 10, 100 + i * 30) for i in range(10)]
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right_wbs = [self._make_wb(f"R{i}", 200 + i * 10, 100 + i * 30) for i in range(10)]
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all_left = sorted(
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[(wb["left"], wb) for wb in left_wbs + right_wbs],
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key=lambda t: t[0]
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)
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best_gap = 0
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best_idx = -1
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for gi in range(len(all_left) - 1):
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right_edge = all_left[gi][0] + all_left[gi][1]["width"]
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gap = all_left[gi + 1][0] - right_edge
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if gap > best_gap:
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best_gap = gap
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best_idx = gi
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left_count = best_idx + 1
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total = len(all_left)
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# 10/20 = 50% — NOT below 15% threshold, so no removal
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assert left_count / total >= 0.15, "Equal groups should NOT trigger border removal"
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