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Dec 22, 2021 · Artificial Intelligence

How Context R-CNN Leverages Temporal Context to Detect Occluded Objects

The article reviews the Context R-CNN paper, which introduces short‑term and long‑term memory banks and an attention mechanism to incorporate temporal context from multiple frames captured by a fixed camera, enabling robust detection of partially occluded, low‑light, distant, or background‑cluttered objects, and shows quantitative gains over standard Faster R‑CNN.