東華大學圖書館 |

Pattern recognition = 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings.. Part V /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Pattern recognition/ edited by Apostolos Antonacopoulos ... [et al.].
其他題名:	27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings.
其他題名:	ICPR 2024
其他作者:	Antonacopoulos, Apostolos.
團體作者:	International Conference on Pattern Recognition
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xxxvii, 473 p. :ill. (chiefly color), digital ;24 cm.
內容註:	Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction -- QPDet: Queuing People Detector for Aerial Images based on Adaptive Soft Label Assignment Strategy -- Supervised Mixup: Protecting the Likely Classes for Adversarial Robustness -- IFFusion: Illumination-free Fusion Network for Infrared and Visible Images -- Infrared and visible image fusion method based on learnable joint sparse low-rank separation representation -- Glare-SNet：Unsupervised Glare Suppression Balance Network -- Learning to Detect Lithography Defects in SEM Images -- Time-aware Intent Contrastive Learning with Rare-class Sample Generator for Sequential Recommendation -- UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning -- Effects of Primary Capsule Shapes and Sizes in Capsule Networks -- ASwin-YOLO: Attention - Swin Transformers in YOLOv7 for Air-to-Air Unmanned Aerial Vehicle Detection -- Quaternion Squeeze and Excitation Networks: Mean, Variance, Skewness, Kurtosis As One Entity -- Dualswin-Ynet: A novel bimodal fusion network for ship detection in remote sensing images -- STMAE: Spatial Temporal Masked Auto-Encoder for Traffic Forecasting -- Bi-UNet:Bi-level Routing Attention Unet-shaped Network based on Explicit Visual Prompt -- Learning Dynamic Representations in Large Language Models for Evolving Data Streams -- Attend, Distill, Detect: Attention-aware Entropy Distillation for Anomaly Detection -- Pneumonia Classification in chest X-ray images using Explainable Slot-Attention Mechanism -- SegNet-ATT: Cross-Channel and Spatial Attention-Enhanced U-Net for Semantic Segmentation of Flood Affected Areas -- WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking -- Detection of Oral Potentially Malignant Lesions through Tranformer-based Segmentation Models -- ROI-Aware Dynamic Network Quantization for Neural Video Compression -- SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning -- TVT: Training-free Vision Transformer Search on Tiny Datasets -- One-Shot Classification is Enough for Automatic Label Mapping -- Sustainable and Explainable Neural Network for Real-Time Time Series Classification -- StressViT: Splitting and Compressing Vision Transformer through Edge-Cloud Collaboration -- Effective Layer Pruning Through Similarity Metric Perspective -- A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics -- Constant Time Decision Trees and Random Forest.
Contained By:	Springer Nature eBook
標題:	Computer vision - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-78169-8
ISBN:	9783031781698

Pattern recognition = 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings.. Part V /
Pattern recognition27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings.Part V /[electronic resource] :ICPR 2024edited by Apostolos Antonacopoulos ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xxxvii, 473 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,153051611-3349 ;. - Lecture notes in computer science ;15305..

Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction -- QPDet: Queuing People Detector for Aerial Images based on Adaptive Soft Label Assignment Strategy -- Supervised Mixup: Protecting the Likely Classes for Adversarial Robustness -- IFFusion: Illumination-free Fusion Network for Infrared and Visible Images -- Infrared and visible image fusion method based on learnable joint sparse low-rank separation representation -- Glare-SNet：Unsupervised Glare Suppression Balance Network -- Learning to Detect Lithography Defects in SEM Images -- Time-aware Intent Contrastive Learning with Rare-class Sample Generator for Sequential Recommendation -- UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning -- Effects of Primary Capsule Shapes and Sizes in Capsule Networks -- ASwin-YOLO: Attention - Swin Transformers in YOLOv7 for Air-to-Air Unmanned Aerial Vehicle Detection -- Quaternion Squeeze and Excitation Networks: Mean, Variance, Skewness, Kurtosis As One Entity -- Dualswin-Ynet: A novel bimodal fusion network for ship detection in remote sensing images -- STMAE: Spatial Temporal Masked Auto-Encoder for Traffic Forecasting -- Bi-UNet:Bi-level Routing Attention Unet-shaped Network based on Explicit Visual Prompt -- Learning Dynamic Representations in Large Language Models for Evolving Data Streams -- Attend, Distill, Detect: Attention-aware Entropy Distillation for Anomaly Detection -- Pneumonia Classification in chest X-ray images using Explainable Slot-Attention Mechanism -- SegNet-ATT: Cross-Channel and Spatial Attention-Enhanced U-Net for Semantic Segmentation of Flood Affected Areas -- WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking -- Detection of Oral Potentially Malignant Lesions through Tranformer-based Segmentation Models -- ROI-Aware Dynamic Network Quantization for Neural Video Compression -- SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning -- TVT: Training-free Vision Transformer Search on Tiny Datasets -- One-Shot Classification is Enough for Automatic Label Mapping -- Sustainable and Explainable Neural Network for Real-Time Time Series Classification -- StressViT: Splitting and Compressing Vision Transformer through Edge-Cloud Collaboration -- Effective Layer Pruning Through Similarity Metric Perspective -- A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics -- Constant Time Decision Trees and Random Forest.

The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1-5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.

ISBN: 9783031781698

Standard No.: 10.1007/978-3-031-78169-8doiSubjects--Topical Terms:

570734
Computer vision
--Congresses.

LC Class. No.: TA1634

Dewey Class. No.: 006.37

Pattern recognition = 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings.. Part V /
LDR:04380nmm a2200349 a 4500 001 2408031
003 DE-He213
005 20241130115302.0
006 m d
007 cr nn 008maaau
008 260204s2025 sz s 0 eng d
020 $a 9783031781698 $q (electronic bk.)
020 $a 9783031781681 $q (paper)
024 7 $a 10.1007/978-3-031-78169-8 $2 doi
035 $a 978-3-031-78169-8
040 $a GP $c GP
041 0 $a eng
050 4 $a TA1634
072 7 $a UYQV $2 bicssc
072 7 $a COM016000 $2 bisacsh
072 7 $a UYQV $2 thema
082 0 4 $a 006.37 $2 23
090 $a TA1634 $b .I61 2024
111 2 $a International Conference on Pattern Recognition $n (27th : $d 2024 : $c Kolkata, India) $3 3780262
245 1 0 $a Pattern recognition $h [electronic resource] : $b 27th International Conference, ICPR 2024, Kolkata, India, December 1-5, 2024 : proceedings. $n Part V / $c edited by Apostolos Antonacopoulos ... [et al.].
246 3 $a ICPR 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xxxvii, 473 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15305
505 0 $a Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction -- QPDet: Queuing People Detector for Aerial Images based on Adaptive Soft Label Assignment Strategy -- Supervised Mixup: Protecting the Likely Classes for Adversarial Robustness -- IFFusion: Illumination-free Fusion Network for Infrared and Visible Images -- Infrared and visible image fusion method based on learnable joint sparse low-rank separation representation -- Glare-SNet：Unsupervised Glare Suppression Balance Network -- Learning to Detect Lithography Defects in SEM Images -- Time-aware Intent Contrastive Learning with Rare-class Sample Generator for Sequential Recommendation -- UAD-DPL: An Unknown Encrypted Attack Detection Method Based on Deep Prototype Learning -- Effects of Primary Capsule Shapes and Sizes in Capsule Networks -- ASwin-YOLO: Attention - Swin Transformers in YOLOv7 for Air-to-Air Unmanned Aerial Vehicle Detection -- Quaternion Squeeze and Excitation Networks: Mean, Variance, Skewness, Kurtosis As One Entity -- Dualswin-Ynet: A novel bimodal fusion network for ship detection in remote sensing images -- STMAE: Spatial Temporal Masked Auto-Encoder for Traffic Forecasting -- Bi-UNet:Bi-level Routing Attention Unet-shaped Network based on Explicit Visual Prompt -- Learning Dynamic Representations in Large Language Models for Evolving Data Streams -- Attend, Distill, Detect: Attention-aware Entropy Distillation for Anomaly Detection -- Pneumonia Classification in chest X-ray images using Explainable Slot-Attention Mechanism -- SegNet-ATT: Cross-Channel and Spatial Attention-Enhanced U-Net for Semantic Segmentation of Flood Affected Areas -- WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking -- Detection of Oral Potentially Malignant Lesions through Tranformer-based Segmentation Models -- ROI-Aware Dynamic Network Quantization for Neural Video Compression -- SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning -- TVT: Training-free Vision Transformer Search on Tiny Datasets -- One-Shot Classification is Enough for Automatic Label Mapping -- Sustainable and Explainable Neural Network for Real-Time Time Series Classification -- StressViT: Splitting and Compressing Vision Transformer through Edge-Cloud Collaboration -- Effective Layer Pruning Through Similarity Metric Perspective -- A Lightweight Measure of Classification Difficulty from Application Dataset Characteristics -- Constant Time Decision Trees and Random Forest.
520 $a The multi-volume set of LNCS books with volume numbers 15301-15333 constitutes the refereed proceedings of the 27th International Conference on Pattern Recognition, ICPR 2024, held in Kolkata, India, during December 1-5, 2024. The 963 papers presented in these proceedings were carefully reviewed and selected from a total of 2106 submissions. They deal with topics such as Pattern Recognition; Artificial Intelligence; Machine Learning; Computer Vision; Robot Vision; Machine Vision; Image Processing; Speech Processing; Signal Processing; Video Processing; Biometrics; Human-Computer Interaction (HCI); Document Analysis; Document Recognition; Biomedical Imaging; Bioinformatics.
650 0 $a Computer vision $x Congresses. $3 570734
650 0 $a Pattern recognition systems $v Congresses. $3 563039
650 0 $a Pattern perception $v Congresses. $3 543179
650 1 4 $a Computer Vision. $3 3538524
650 2 4 $a Machine Learning. $3 3382522
700 1 $a Antonacopoulos, Apostolos. $3 3724069
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 15305. $3 3780263
856 4 0 $u https://doi.org/10.1007/978-3-031-78169-8
950 $a Computer Science (SpringerNature-11645)