MT‐BAAN: Multi‐View Topological Bilinear Aggregation Attention Network Model for Alzheimer's Disease Diagnosis
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.70029
Abstract: Alzheimer's disease (AD) and mild cognitive impairment (MCI) are common cognitive disorders. Research has shown that cognitive decline is closely related to abnormal connections between different functional areas of the brain. However, research on brain… read more here.
Keywords: view; attention; model; topology ... See more keywords
Multi‐view sparse attention network for glioma survival risk prediction
Sign Up to like & getrecommendations! Published in 2025 at "Medical Physics"
DOI: 10.1002/mp.17774
Abstract: Predicting the survival risk of gliomas is vital for personalized treatment plans. The latest survival risk prediction methods primarily rely on histopathology and genomics, which are invasive and costly. However, predicting survival risk based on… read more here.
Keywords: multi view; risk prediction; risk; survival risk ... See more keywords
MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection
Sign Up to like & getrecommendations! Published in 2024 at "Machine Vision and Applications"
DOI: 10.1007/s00138-025-01764-y
Abstract: We address multi-view pedestrian detection in a setting where labeled data is collected using a multi-camera setup different from the one used for testing. While recent multi-view pedestrian detectors perform well on the camera rig… read more here.
Keywords: view pedestrian; multi view; pedestrian detection; adaptation ... See more keywords
Collaborative multi-view K-means clustering
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2801-6
Abstract: Due to the huge diversity and heterogeneity of data coming from websites and new technologies, data contents can be better represented by multiple representations for taking advantage of their complementary characteristics efficiently. This paper presents… read more here.
Keywords: collaborative multi; view clustering; view; multi view ... See more keywords
Multi-view reconstructive preserving embedding for dimension reduction
Sign Up to like & getrecommendations! Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04395-4
Abstract: With the development of feature extraction technique, one sample always can be represented by multiple features which are located in different high-dimensional spaces. Because multiple features can reflect one same sample from various perspectives, there… read more here.
Keywords: multi view; view reconstructive; dimension reduction;
Parallel multi-view concept clustering in distributed computing
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04243-4
Abstract: Multi-view clustering (MvC) is an emerging task in data mining. It aims at partitioning the data sampled from multiple views. Although a great deal of research has been done, this task remains to be very… read more here.
Keywords: concept; view; distributed computing; view concept ... See more keywords
Multi-view dual attention network for 3D object recognition
Sign Up to like & getrecommendations! Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-06588-1
Abstract: The existing view-based 3D object classification and recognition methods ignore the inherent hierarchical correlation and distinguishability of views, making it difficult to further improve the classification accuracy. In order to solve this problem, this paper… read more here.
Keywords: feature; view; recognition; multi view ... See more keywords
A novel automatic image segmentation method for Chinese literati paintings using multi-view fuzzy clustering technology
Sign Up to like & getrecommendations! Published in 2019 at "Multimedia Systems"
DOI: 10.1007/s00530-019-00627-7
Abstract: Under the background of contemporary cultural protection and dynamic inheritance, the interpretation and re-expression of the artistic connotations of Chinese literati paintings have become the main direction of heritage research. Digital technology and multimedia expression… read more here.
Keywords: fuzzy clustering; literati paintings; chinese literati; multi view ... See more keywords
Tensorial multi-view subspace clustering with side constraints for elevator security warning
Sign Up to like & getrecommendations! Published in 2024 at "Multimedia Systems"
DOI: 10.1007/s00530-023-01234-3
Abstract: In recent years, using clustering technology to realize equipment security warning is a research hotspot in the field of data mining applications. However, due to the lack of data fusion mechanism and prior knowledge guidance,… read more here.
Keywords: view subspace; tensorial multi; multi view; security warning ... See more keywords
Learning discriminative hashing codes for cross-modal retrieval based on multi-view features
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-020-00870-z
Abstract: Hashing techniques have been applied broadly in retrieval tasks due to their low storage requirements and high speed of processing. Many hashing methods based on a single view have been extensively studied for information retrieval.… read more here.
Keywords: information; view features; retrieval; view ... See more keywords
Multi-view region-adaptive multi-temporal DMM and RGB action recognition
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Analysis and Applications"
DOI: 10.1007/s10044-020-00886-5
Abstract: Human action recognition remains an important yet challenging task. This work proposes a novel action recognition system. It uses a novel multi-view region-adaptive multi-resolution-in-time depth motion map (MV-RAMDMM) formulation combined with appearance information. Multi-stream 3D… read more here.
Keywords: multi view; action recognition; region adaptive; action ... See more keywords