May 26, 2019 · Current object detectors put anchors uniformly in the entire image, so the false positives along with training and testing costs are increased ...

Bibliographic details on Putting the Anchors Efficiently: Geometric Constrained Pedestrian Detection.

We systematically investigate how geometric constraints can be used for efficient sliding-window object detection. Starting with a general characterization ...

Deformable feature aggregation for dynamic multi-modal 3D object detection ... Putting the anchors efficiently: Geometric constrained pedestrian detection.

Deformable feature aggregation for dynamic multi-modal 3D object detection ... Putting the anchors efficiently: Geometric constrained pedestrian detection.

Temporal-Channel Transformer for 3D Lidar-Based Video Object Detection in ... Putting the anchors efficiently: Geometric constrained pedestrian detection.

Mar 18, 2021 · Driven by the success of general object detection, many pedestrian detectors follow the anchor-based/anchor-free ... forcing geometric constraints ...

Feb 14, 2022 · Li et al. proposed posture anchors when using a one-stage object detection framework for hand keypoint detection. Through the clustering ...

Current object detectors put anchors uniformly in the entire image, so the false positives along with training and testing costs are increased significantly. In ...