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Federated learning for medical image analysis: A survey

Hao Guan; Pew‐Thian Yap; Andrea Bozoki dkk.

Pattern Recognition · 2024 · Inggris · OpenAlex Scopus

A Comprehensive Survey of Image Augmentation Techniques for Deep Learning

Mingle Xu; Sook Yoon; Alvaro Fuentes dkk.

Pattern Recognition · 2023 · Inggris · OpenAlex Scopus

Although deep learning has achieved satisfactory performance in computer vision, a large volume of images is required. However, collecting images is often expensive and challenging. Many image augmentation algorithms have been proposed to alleviate this issue. Understanding existing algorithms is…

Infrared small target segmentation networks: A survey

Renke Kou; Chunping Wang; Zhenming Peng dkk.

Pattern Recognition · 2023 · Inggris · OpenAlex Scopus

3D Object Detection for Autonomous Driving: A Survey

Rui Qian; Xin Lai; Xirong Li

Pattern Recognition · 2022 · Inggris · OpenAlex Scopus

GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection

Haoyuan Chen; Chen Li; Ge Wang dkk.

Pattern Recognition · 2022 · Inggris · OpenAlex Scopus

Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

Xiao Ping Bai; Xiang Wang; Xianglong Liu dkk.

Pattern Recognition · 2021 · Inggris · OpenAlex Scopus

Action Transformer: A self-attention model for short-time pose-based human action recognition

Vittorio Mazzia; Simone Angarano; Francesco Salvetti dkk.

Pattern Recognition · 2021 · Inggris · OpenAlex Scopus

A review of methods for imbalanced multi-label classification

Adane Nega Tarekegn; Mario Giacobini; Krzysztof Michalak

Pattern Recognition · 2021 · Inggris · OpenAlex Scopus

Pruning by explaining: A novel criterion for deep neural network pruning

Seul-Ki Yeom; Philipp Seegerer; Sebastian Lapuschkin dkk.

Pattern Recognition · 2021 · Inggris · OpenAlex Scopus

The success of convolutional neural networks (CNNs) in various applications is accompanied by a significant increase in computation and parameter storage costs. Recent efforts to reduce these overheads involve pruning and compressing the weights of various layers while at the same time aiming to…

Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network

Ge-Peng Ji; Lei Zhu; Mingchen Zhuge dkk.

Pattern Recognition · 2021 · Inggris · OpenAlex Scopus

Handling incomplete heterogeneous data using VAEs

Alfredo Nazábal; Pablo M. Olmos; Zoubin Ghahramani dkk.

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

Cross-modality deep feature learning for brain tumor segmentation

Dingwen Zhang; Guohai Huang; Qiang Zhang dkk.

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

Deep support vector machine for hyperspectral image classification

Onuwa Okwuashi; Christopher E. Ndehedehe

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

U2-Net: Going deeper with nested U-structure for salient object detection

Xuebin Qin; Zichen Zhang; Chenyang Huang dkk.

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

Binary neural networks: A survey

Haotong Qin; Ruihao Gong; Xianglong Liu dkk.

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

Understanding adversarial attacks on deep learning based medical image analysis systems

Xingjun Ma; Yuhao Niu; Lin Gu dkk.

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus

Visual place recognition: A survey from deep learning perspective

Xiwu Zhang; Lei Wang; Yan Su

Pattern Recognition · 2020 · Inggris · OpenAlex Scopus