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检索条件"机构=Signal and Image Processing Laboratory Department of Electrical and Computer Engineering"
1187 条 记 录,以下是11-20 订阅
Direct Multipath-Based SLAM
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IEEE Transactions on signal processing 2025年 73卷 2336-2352页
作者: Liang, Mingchao Leitinger, Erik Meyer, Florian University of California San Diego Department of Electrical and Computer Engineering La Jolla CA92093 United States Graz University of Technology Signal Processing and Speech Communication Laboratory Graz8010 Austria University of California San Diego Scripps Institution of Oceanography La Jolla CA92093 United States
Radio-based localization approaches that make use of reflections in the propagation environment to improve the accuracy and robustness of location estimates have a variety of potential applications in future wireless ... 详细信息
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Controlled Causal Hallucinations Can Estimate Phantom Nodes in Multiexpert Mixtures of Fuzzy Cognitive Maps
arXiv
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arXiv 2024年
作者: Panda, Akash Kumar Kosko, Bart Signal and Image Processing Institute Department of Electrical and Computer Engineering University of Southern California United States
An adaptive multiexpert mixture of feedback causal models can approximate missing or phantom nodes in large-scale causal models. The result gives a scalable form of big knowledge. The mixed model approximates a sample... 详细信息
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Bidirectional Backpropagation Autoencoding Networks for image Compression and Denoising
Bidirectional Backpropagation Autoencoding Networks for Imag...
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International Conference on Machine Learning and Applications (ICMLA)
作者: Olaoluwa Adigun Bart Kosko Department of Electrical and Computer Engineering Signal and Image Processing Institute Los Angeles California
A bidirectional autoencoder learns or approximates an identity mapping as it trains a single network with a version of the new bidirectional backpropagation algorithm. Ordinary unidirectional autoencoders find many us...
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Training Deep Neural Classifiers with Soft Diamond Regularizers
arXiv
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arXiv 2024年
作者: Adigun, Olaoluwa Kosko, Bart Signal and Image Processing Institute Department of Electrical and Computer Engineering Los AngelesCA90089-2564 United States
We introduce new soft diamond regularizers that both improve synaptic sparsity and maintain classification accuracy in deep neural networks. These parametrized regularizers outperform the state-of-the-art hard-diamond... 详细信息
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Learning Probabilistic Coordinate Fields for Robust Correspondences
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IEEE Transactions on Pattern Analysis and Machine Intelligence 2023年 第10期45卷 12004-12021页
作者: Zhao, Weiyue Lu, Hao Ye, Xinyi Cao, Zhiguo Li, Xin Huazhong University of Science and Technology The Key Laboratory of Image Processing and Intelligent Control Ministry of Education School of Artificial Intelligence and Automation Wuhan430074 China West Virginia University The Lane Department of Computer Science and Electrical Engineering MorgantownWV26506-6109 United States
We introduce Probabilistic Coordinate Fields (PCFs), a novel geometric-invariant coordinate representation for image correspondence problems. In contrast to standard Cartesian coordinates, PCFs encode coordinates in c... 详细信息
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Robust Optimization-based Neural Architectures Against Adversarial Attacks  22
Robust Optimization-based Neural Architectures Against Adver...
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22nd IEEE International Multi-Conference on Systems, signals and Devices, SSD 2025
作者: Ben Ali, Khaoula Messaoud, Seifeddine Ali Hajjaji, Mohamed Atri, Mohamed Liouane, Noureddine Image Processing National Engineering School Monastir University Laboratory of Automatic Signal Monastir Tunisia Monastir University Faculty of Sciences of Monastir Monastir Tunisia Higher Institute of Applied Sciences and Technology of Sousse Sousse University Sousse Tunisia College of Computer Science King Khalid University Computer Engineering Department Abha Saudi Arabia
Recent years have seen a rapid development in Machine Learning, which has profoundly influenced many areas of science and engineering. Among them, computer vision takes the leading place, where important tasks are ima... 详细信息
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Enhanced fault diagnosis of wind energy conversion systems using ensemble learning based on sine cosine algorithm
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Journal of engineering and Applied Science 2023年 第1期70卷 56页
作者: Attouri, Khadija Dhibi, Khaled Mansouri, Majdi Hajji, Mansour Bouzrara, Kais Nounou, Hazem Higher Institute of Applied Sciences and Technology of Kasserine Kairouan University Kasserine1200 Tunisia Chemical Engineering Program Texas A&M University at Qatar 23874 Doha Qatar Electrical and Computer Engineering Program Texas A&M University at Qatar 23874 Doha Qatar Laboratory of Automatic Signal and Image Processing National Engineering School of Monastir University of Monastir Monastir5019 Tunisia
This paper investigates the problem of incipient fault detection and diagnosis (FDD) in wind energy conversion systems (WECS) using an innovative and effective approach called the ensemble learning-sine cosine optimiz... 详细信息
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Artificial Intelligence System for Emotion Recognition and Text Analytics
Artificial Intelligence System for Emotion Recognition and T...
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2022 IEEE International Conference on Electro Information Technology, eIT 2022
作者: Chaudhari, Namrata Agarwal, Reshu Narwade, Meghna Yu, Xinrui Saniie, Jafar Illinois Institute of Technology Embedded Computing and Signal Processing Department of Electrical and Computer Engineering Research Laboratory ChicagoIL United States
Harnessing the power of emotional intelligence by analyzing a person's behavioral and linguistic skills can help humans improve their approach to social interactions. In this paper, we propose an artificial intell... 详细信息
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High Precision Analog Gauge Reader Using Optical Flow and computer Vision
High Precision Analog Gauge Reader Using Optical Flow and Co...
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2022 IEEE International Conference on Electro Information Technology, eIT 2022
作者: Chavan, Shruti Yu, Xinrui Saniie, Jafar Illinois Institute of Technology Embedded Computing and Signal Processing Department of Electrical and Computer Engineering Research Laboratory ChicagoIL United States
This paper aims at developing algorithms to automate the process of reading analog gauges at different operational industries, healthcare sector and automobiles using Artificial Intelligence (AI) techniques. Proposed ... 详细信息
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Soccer Player Recognition using Artificial Intelligence and computer Vision
Soccer Player Recognition using Artificial Intelligence and ...
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2022 IEEE International Conference on Electro Information Technology, eIT 2022
作者: Diop, Charles-Alexandre Pelloux, Baptiste Yu, Xinrui Yi, Won-Jae Saniie, Jafar Illinois Institute of Technology Embedded Computing and Signal Processing Research Laboratory Department of Electrical and Computer Engineering ChicagoIL United States
Groundbreaking features and functionalities are available in sports broadcasting programs, specifically in soccer games, such as post-game analysis, tracking of players, tracking of the ball, and associated teams'... 详细信息
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