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Min-Jian Zhao

2 accepted papers

2022

Rethinking IoU-Based Optimization for Single-Stage 3D Object Detection

ECCV 2022poster

"Since Intersection-over-Union (IoU) based optimization maintains the consistency of the final IoU prediction metric and losses, it has been widely used in both regression and classification branches of single-stage 2D object detectors. Recently, several 3D object detection methods adopt IoU-based o…

2021

Improving 3D Object Detection With Channel-Wise Transformer

ICCV 2021poster

Though 3D object detection from point clouds has achieved rapid progress in recent years, the lack of flexible and high-performance proposal refinement remains a great hurdle for existing state-of-the-art two-stage detectors. Previous works on refining 3D proposals have relied on human-designed comp…

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