Remote sensing scene classification based on attention-enabled progressively searching

J Shen, B Cao, C Zhang, R Wang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Junge Shen received the B.Sc. degree in electronic engineering and the Ph.… Junge Shen.
His research interests include computer vision and deep learning, specifically for remote sense …

Attraction recommendation: Towards personalized tourism via collective intelligence

J Shen, C Deng, X Gao - Neurocomputing, 2016 - Elsevier
Travel recommendation systems can tackle the problem of information overload and
recommend proper attractions on the basis of users׳ preferences. Most existing travel …

A dual-model architecture with grouping-attention-fusion for remote sensing scene classification

J Shen, T Zhang, Y Wang, R Wang, Q Wang, M Qi - Remote Sensing, 2021 - mdpi.com
Remote sensing images contain complex backgrounds and multi-scale objects, which pose
a challenging task for scene classification. The performance is highly dependent on the …

HTDet: a hybrid transformer-based approach for underwater small object detection

G Chen, Z Mao, K Wang, J Shen - Remote Sensing, 2023 - mdpi.com
As marine observation technology develops rapidly, underwater optical image object detection
is beginning to occupy an important role in many tasks, such as naval coastal defense …

Be an excellent student: Review, preview, and correction

Q Cao, K Zhang, X He, J Shen - IEEE Signal Processing Letters, 2023 - ieeexplore.ieee.org
In the letter, we propose a novel yet effective knowledge distillation scheme which mimics
an all-round learning process of an excellent student from the teacher, ie, knowledge review, …

Bi-unet: A dual stream network for real-time highway surface segmentation

J Sun, J Shen, X Wang, Z Mao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Highway surface segmentation consists of extracting road surface at pixel-level from the
surveillance camera view. Since the intelligent traffic event detection task does not require the …

Assessing learning engagement based on facial expression recognition in MOOC's scenario

J Shen, H Yang, J Li, Z Cheng - Multimedia Systems, 2022 - Springer
Online learning has become one of the most important learning styles, yet with the need of
supervisors to consistently keep the learners motivated and on-task. Some learners could be …

An attention cascade global–local network for remote sensing scene classification

J Shen, T Yu, H Yang, R Wang, Q Wang - Remote Sensing, 2022 - mdpi.com
Remote sensing image scene classification is an important task of remote sensing image
interpretation, which has recently been well addressed by the convolutional neural network …

Multi-scale semantic map distillation for lightweight pavement crack detection

X Wang, Z Mao, Z Liang, J Shen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Timely and accurate pavement crack detection plays a crucial role in urban transportation
and pavement management. Recently, deep learning-based pavement crack detection …

A Cooperative Training Framework for Underwater Object Detection on a Clearer View

G Chen, Z Mao, Q Tu, J Shen - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Underwater optical image object detection plays a crucial role in fields such as ocean exploration.
However, constructing a comprehensive annotated dataset for training is challenging, …