Results 61 to 70 of about 3,136,925 (183)

MASCOT: a mechanism for attention-based scale-invariant object recognition in images [PDF]

, 2000
The efficient management of large multimedia databases requires the development of new techniques to process, characterize, and search for multimedia objects.
Arlt, Björn, Brause, Rüdiger W., Tratar, Erwin   +2 more
core   +1 more source

AMPUNet: Hierarchical Attention Map Pyramid for Semantic Segmentation of Remote Sensing Images

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Accurate semantic segmentation of high-resolution remote sensing imagery is essential for applications ranging from urban planning to environmental monitoring.
Yang Yang, Wei Ao, Shunyi Zheng, Zhao Liu, Yunni Wu   +4 more
doaj   +1 more source

Uncertainty-Aware Attention for Reliable Interpretation and Prediction [PDF]

, 2019
Department of Computer Science and EngineeringAttention mechanism is effective in both focusing the deep learning models on relevant features and interpreting them.
Huh, Jawook
core  

Neural Speech Synthesis with Transformer Network

, 2019
Although end-to-end neural text-to-speech (TTS) methods (such as Tacotron2) are proposed and achieve state-of-the-art performance, they still suffer from two problems: 1) low efficiency during training and inference; 2) hard to model long dependency ...
Li, Naihan, Liu, Ming, Liu, Shujie, Liu, Yanqing, Zhao, Sheng, Zhou, Ming   +5 more
core   +1 more source

Micro-Expression Recognition Using Convolutional Variational Attention Transformer (ConVAT) With Multihead Attention Mechanism

IEEE Access
Micro-Expression Recognition is crucial in various fields such as behavioral analysis, security, and psychological studies, offering valuable insights into subtle and often concealed emotional states.
Hafiz Khizer Bin Talib, Kaiwei Xu, Yanlong Cao, Yuan Ping Xu, Zhijie Xu, Muhammad Zaman, Adnan Akhunzada   +6 more
doaj   +1 more source

Multi-Context Attention for Human Pose Estimation

, 2017
In this paper, we propose to incorporate convolutional neural networks with a multi-context attention mechanism into an end-to-end framework for human pose estimation.
Chu, Xiao, Ma, Cheng, Ouyang, Wanli, Wang, Xiaogang, Yang, Wei, Yuille, Alan L.   +5 more
core   +1 more source

An enhanced deep learning-based framework for diagnosing apple leaf diseases

Scientific Reports
Timely and correct identification of diseases in the apple leaf is also important in protecting crop production and sustaining agriculture. This paper introduces E-YOLOv8, a lightweight improved version of YOLOv8, that can be implemented in real-time and
Chhaya Gupta, Nasib Singh Gill, Preeti Gulia, Sangeeta Duhan, Hanen Karamti, Abhinav Kumar, Denekew Alemayehu Alamneh, Imen Safra   +7 more
doaj   +1 more source

Distractor suppression when attention fails: behavioral evidence for a flexible selective attention mechanism.

PLoS ONE, 2015
Despite consistent evidence showing that attention is a multifaceted mechanism that can operate at multiple levels of processing depending on the structure and demands of the task, investigations of the attentional blink phenomenon have consistently ...
James C Elliott, Barry Giesbrecht
doaj   +1 more source

Intrathalamic Mechanisms of Visual Attention

Journal of Neurophysiology, 2009
The classical model of visual processing emphasizes the lateral geniculate nucleus (LGN) as the major intermediary between the retina and visual cortex. Yet, anatomical findings inspired Francis Crick to suggest an alternative model in which the thalamic reticular nucleus, which envelops the LGN, acts as the “guardian” of visual cortex by modulating ...
openaire   +3 more sources

RNN-Based F0 Estimation Method with Attention Mechanism

Information
Fundamental frequency estimation, also known as F0 estimation, is a crucial task in speech processing and analysis, with significant applications in areas such as speech recognition, speaker identification, and emotion detection.
Ales Jandera, Martin Muzelak, Tomas Skovranek   +2 more
doaj   +1 more source