Search Results for author: Shiwen Shen

Found 4 papers, 2 papers with code

Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering

no code implementations27 May 2020 Guang Chen, Shiwen Shen, Longyin Wen, Si Luo, Liefeng Bo

Existing methods only focused on pig counting using single image, and its accuracy is challenged by several factors, including pig movements, occlusion and overlapping.

Edge-computing

Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency Detection

1 code implementation CVPR 2020 Kaihua Zhang, Tengpeng Li, Shiwen Shen, Bo Liu, Jin Chen, Qingshan Liu

Second, we develop an attention graph clustering algorithm to discriminate the common objects from all the salient foreground objects in an unsupervised fashion.

Clustering Co-Salient Object Detection +1

Computed Tomography Image Enhancement using 3D Convolutional Neural Network

no code implementations18 Jul 2018 Meng Li, Shiwen Shen, Wen Gao, William Hsu, Jason Cong

Computed tomography (CT) is increasingly being used for cancer screening, such as early detection of lung cancer.

Computed Tomography (CT) Image Enhancement +1

An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification

1 code implementation2 Jun 2018 Shiwen Shen, Simon X. Han, Denise R. Aberle, Alex A. T. Bui, Willliam Hsu

While deep learning methods are increasingly being applied to tasks such as computer-aided diagnosis, these models are difficult to interpret, do not incorporate prior domain knowledge, and are often considered as a "black-box."

Computed Tomography (CT) General Classification

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