NSTL国家科技图书文献中心

1. Conformer Based No-Reference Quality Assessment for UGC Video NSTL国家科技图书文献中心

Zike Yang | Yingxue Zhang ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VI》 - International Conference on Intelligent Computing - 2024, - 464～472 - 共9页

摘要：Due to the lack of reference videos and complex distortions, video quality assessment (VQA) for user-generated content (UGC) has become a highly challenging task. Previous studies have fully demonstra...

关键词： Video quality assessment | Conformer | UGC video

2. Remote Sensing Image Object Detection Method Integrating Spatial Coordinate Information NSTL国家科技图书文献中心

Ke Yang | Zhanjun Si ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VI》 - International Conference on Intelligent Computing - 2024, - 256～264 - 共9页

摘要：In response to the shortcomings of existing remote sensing image object detection methods in dealing with complex spatial layouts and multi-scale targets, this paper proposes a remote sensing image ob...

关键词： Remote sensing images | Object detection | Spatial coordinate information | Coordinate attention | CoordConv

3. Improved YOLOv8-Based Lightweight Object Detection on Drone Images NSTL国家科技图书文献中心

Maoxiang Jiang | Zhanjun Si ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VII》 - International Conference on Intelligent Computing - 2024, - 426～434 - 共9页

摘要：The target detection task of drones requires lightweight algorithms to fully utilize limited resources. Therefore, this paper proposes the YOLOv8-LD model. Firstly, propose the ASBiFPN neck network; S...

关键词： Object detection | Feature fusion | Pruning | YOLOv8

4. Short-Term Power Load Forecasting Study Based on IWOA Optimized CNN-BiLSTM NSTL国家科技图书文献中心

Tongda Mei | Zhanjun Si ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part I》 - International Conference on Intelligent Computing - 2024, - 502～510 - 共9页

摘要：In order to improve the prediction accuracy of short-term power load, a CNN-BiLSTM-Attention short-term power prediction model based on the hybrid strategy Improved Whale Optimization Algorithm (IWOA)...

关键词： Whale optimization algorithm | Convolutional neural network | Long short-Term memory network | Attention mechanism | Electricity load forecasting

5. Large Language Model Based Intelligent Interaction for Digital Human NSTL国家科技图书文献中心

Xiaoying Ma | Yuya Peng ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VI》 - International Conference on Intelligent Computing - 2024, - 204～211 - 共8页

摘要：With the rapid development of new technologies such as high-speed Internet, cloud computing, edge computing, etc., the application scenarios of digital human continue to expand, which puts forward hig...

关键词： Digital human | Intelligent interaction | Large language modeling | Web application

6. Full-Range Fusion Network with Local-Global Attention for Change Detection in Remote Sensing Images NSTL国家科技图书文献中心

Shuting Niu | Yingxue Zhang ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VII》 - International Conference on Intelligent Computing - 2024, - 464～471 - 共8页

摘要：Remote sensing image change detection (CD) is an important technology used to monitor changes in surface features and objects over time, widely applied in fields such as land use planning, environment...

关键词： Remote sensing image | Change detection | Siamese architecture | Efficient local-global context aggregator module | Cross fusion attention module

7. Image Super-Resolution Reconstruction Based on Dual-Branch Channel Attention NSTL国家科技图书文献中心

Jinyu Shi | Zhanjun Si ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VII》 - International Conference on Intelligent Computing - 2024, - 291～299 - 共9页

摘要：Image super-resolution reconstruction is an important technique for converting low resolution images into high-resolution images. High resolution images can provide more information and are crucial fo...

关键词： Image super-resolution | Multi-spectral channel attention | Discrete cosine transform | Group convolution

8. Application of VR Technology in Virtual Exhibition System NSTL国家科技图书文献中心

Jinyu Shi | Zhiqiang Zhou ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part X》 - International Conference on Intelligent Computing - 2024, - 514～521 - 共8页

摘要：With the increasing popularity of virtual reality (VR) technology, this paper explores its application in virtual exhibition systems, using "virtual ideological and political class" as an example to b...

关键词： Virtual reality | Immersive media quality evaluation | Virtual exhibition system | Virtual class

9. Research on Anomaly Detection of Parts in Workshop Production Line Based on BO-XGBoostLSS NSTL国家科技图书文献中心

Lifeng Lu | Yanhua Zhang ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part I》 - International Conference on Intelligent Computing - 2024, - 282～291 - 共10页

摘要：The management of part quality anomaly events in the workshop production process is an important part of product quality management and one of the main sources of problems in product quality managemen...

关键词： Anomaly detection | XGBoost | BO-XGBoostLSS | Bayesian optimization | Probabilistic predictions

10. A Multi-dimensional Camera Image Stitching Method Under Large Parallax Conditions NSTL国家科技图书文献中心

Chuanlei Zhang | Yubo Li ... - 《Advanced Intelligent Computing Technology and Applications: 20th International Conference, ICIC 2024, Tianjin, China, August 5-8, 2024, Proceedings, Part VII》 - International Conference on Intelligent Computing - 2024, - 435～445 - 共11页

摘要：Image stitching technology, as a critical link in digital image processing, can accurately combine numerous photos with overlapping sections into a panoramic image. Traditional image stitching typical...

摘要：Due to the lack of reference videos and complex distortions, video quality assessment (VQA) for user-generated content (UGC) has become a highly challenging task. Previous studies have fully demonstra...

关键词： Video quality assessment | Conformer | UGC video

摘要：In response to the shortcomings of existing remote sensing image object detection methods in dealing with complex spatial layouts and multi-scale targets, this paper proposes a remote sensing image ob...

关键词： Remote sensing images | Object detection | Spatial coordinate information | Coordinate attention | CoordConv

摘要：The target detection task of drones requires lightweight algorithms to fully utilize limited resources. Therefore, this paper proposes the YOLOv8-LD model. Firstly, propose the ASBiFPN neck network; S...

关键词： Object detection | Feature fusion | Pruning | YOLOv8

摘要：In order to improve the prediction accuracy of short-term power load, a CNN-BiLSTM-Attention short-term power prediction model based on the hybrid strategy Improved Whale Optimization Algorithm (IWOA)...

关键词： Whale optimization algorithm | Convolutional neural network | Long short-Term memory network | Attention mechanism | Electricity load forecasting

摘要：With the rapid development of new technologies such as high-speed Internet, cloud computing, edge computing, etc., the application scenarios of digital human continue to expand, which puts forward hig...

关键词： Digital human | Intelligent interaction | Large language modeling | Web application

摘要：Remote sensing image change detection (CD) is an important technology used to monitor changes in surface features and objects over time, widely applied in fields such as land use planning, environment...

关键词： Remote sensing image | Change detection | Siamese architecture | Efficient local-global context aggregator module | Cross fusion attention module

摘要：Image super-resolution reconstruction is an important technique for converting low resolution images into high-resolution images. High resolution images can provide more information and are crucial fo...

关键词： Image super-resolution | Multi-spectral channel attention | Discrete cosine transform | Group convolution

摘要：With the increasing popularity of virtual reality (VR) technology, this paper explores its application in virtual exhibition systems, using "virtual ideological and political class" as an example to b...

关键词： Virtual reality | Immersive media quality evaluation | Virtual exhibition system | Virtual class

摘要：The management of part quality anomaly events in the workshop production process is an important part of product quality management and one of the main sources of problems in product quality managemen...

关键词： Anomaly detection | XGBoost | BO-XGBoostLSS | Bayesian optimization | Probabilistic predictions

摘要：Image stitching technology, as a critical link in digital image processing, can accurately combine numerous photos with overlapping sections into a panoramic image. Traditional image stitching typical...

关键词： Energy function | Stitching seam quality assessment | Local seam optimization | Optimal splicing seam

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