Search Results for author: Huaijin Pi

Found 3 papers, 2 papers with code

Searching for TrioNet: Combining Convolution with Local and Global Self-Attention

1 code implementation15 Nov 2021 Huaijin Pi, Huiyu Wang, Yingwei Li, Zizhang Li, Alan Yuille

In order to effectively search in this huge architecture space, we propose Hierarchical Sampling for better training of the supernet.

Neural Architecture Search

FOC OSOD: Focus on Classification One-Shot Object Detection

no code implementations1 Jan 2021 Hanqing Yang, Huaijin Pi, SABA GHORBANI BARZEGAR, Yu Zhang

This paper analyzes the serious false positive problem in OSOD and proposes a Focus on Classification One-Shot Object Detection (FOC OSOD) framework, which is improved in two important aspects: (1) classification cascade head with the fixed IoU threshold can enhance the robustness of classification by comparing multiple close regions; (2) classification region deformation on the query feature and the reference feature to obtain a more effective comparison region.

General Classification One-Shot Object Detection

Deep Snake for Real-Time Instance Segmentation

1 code implementation CVPR 2020 Sida Peng, Wen Jiang, Huaijin Pi, Xiuli Li, Hujun Bao, Xiaowei Zhou

Based on deep snake, we develop a two-stage pipeline for instance segmentation: initial contour proposal and contour deformation, which can handle errors in object localization.

Object Localization Real-time Instance Segmentation +2

Cannot find the paper you are looking for? You can Submit a new open access paper.