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Spatial Attention for Image Restoration

The Proceedings of The 12th IIAE International Conference on Industrial Application Engineering 2024
Masato Shirai
exaly   +2 more sources

Mix-order Attention Networks for Image Restoration

Proceedings of the 29th ACM International Conference on Multimedia, 2021
Convolutional neural networks (CNNs) have obtained great success in image restoration tasks, like single image denoising, demosaicing, and super-resolution. However, most existing CNN-based methods neglect the diversity of image contents and degradations in the corrupted images and treat channel-wise features equally, thus hindering the representation ...
Tao Dai 0001   +5 more
openaire   +1 more source

Feasibility of Attention Restoration Theory-Driven Hypnotherapy for Fatigue in Cancer Survivors

International Journal of Clinical and Experimental Hypnosis, 2021
This study aimed to assess the feasibility of Attention Restoration Theory (ART)-driven hypnotherapy to address cancer-related fatigue (CRF). Six participants with CRF completed the study.
G. Elkins   +6 more
semanticscholar   +1 more source

Attention and Restoration in Post-RN Students

The Journal of Continuing Education in Nursing, 2005
ABSTRACT Background: The impact of a restorative intervention using the natural environment on capacity to direct attention and issues that contribute to attention fatigue for diploma-prepared nursing students (Post-RN students) enrolled in a baccalaureate nursing program was examined.
Christina M, Sanders   +2 more
openaire   +2 more sources

Restoring Attention in Pregnancy

Clinical Nursing Research, 2003
The purpose of this quasi-experimental pretest-posttest study was to test whether regularly spending time in the natural environment would improve concentration for women in the third trimester of pregnancy, a time when women rely on their ability to concentrate in order to prepare for birth and parenting.
openaire   +2 more sources

Perceived Green at Speed: A Simulated Driving Experiment Raises New Questions for Attention Restoration Theory and Stress Reduction Theory

, 2020
Few studies have investigated the impact of landscapes on humans’ mental status while they are moving at high speeds, such as driving on the freeway.
B. Jiang   +4 more
semanticscholar   +1 more source

ACL: Activating Capability of Linear Attention for Image Restoration

Computer Vision and Pattern Recognition
Image restoration (IR), a key area in computer vision, has entered a new era with deep learning. Recent research has shifted toward Selective State Space Models (Mamba) to overcome CNNs’ limited receptive fields and Transformers’ computational ...
Yubin Gu   +3 more
semanticscholar   +1 more source

Self-Attention Based Network for Punctuation Restoration

2018 24th International Conference on Pattern Recognition (ICPR), 2018
Inserting proper punctuation into Automatic Speech Recognizer(ASR) transcription is a challenging and promising task in real-time Spoken Language Translation(SLT). Traditional methods built on the sequence labelling framework are weak in handling the joint punctuation.
Feng Wang 0023   +3 more
openaire   +1 more source

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