Search Results - "You, Mengbo"
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1
Robust Unsupervised Hyperspectral Band Selection via Global Affinity Matrix Reconstruction
Published in IEEE journal of selected topics in applied earth observations and remote sensing (01-01-2023)“…Unsupervised band selection is fundamental to alleviate the curse of dimensionality for hyperspectral imagery. Although many researches have been developed, it…”
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Journal Article -
2
Saury Sensing for Packaging
Published in IEEJ transactions on electrical and electronic engineering (01-05-2023)“…Detecting damages on the body of the saury is important for packaging in the fisheries industry. Moreover, the appearance of a fish is important in fisheries…”
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3
Application of Facial Symmetrical Characteristic to Transfer Learning
Published in IEEJ transactions on electrical and electronic engineering (01-01-2021)“…Most face detection and recognition tasks are based on the training of intact facial images and corresponding labels. Both the three‐dimensional (3D) structure…”
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4
Reconstruction of Partially Occluded Facial Image for Classification
Published in IEEJ transactions on electrical and electronic engineering (01-04-2021)“…The recent literature indicates that face recognition and facial expression classification has achieved a high accuracy on benchmark datasets with a large…”
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Journal Article -
5
Hyperspectral Band Selection via Band Grouping and Adaptive Multi-Graph Constraint
Published in Remote sensing (Basel, Switzerland) (01-09-2022)“…Unsupervised band selection has gained increasing attention recently since massive unlabeled high-dimensional data often need to be processed in the domains of…”
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6
A novel rat head gaze determination system based on optomotor responses
Published in PloS one (26-04-2017)“…The optomotor response of animals is commonly used to measure their visual performance, e.g., rats of different genetically altered strains or various drug…”
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7
Multi‐view face detection using frontal face detector
Published in IEEJ transactions on electrical and electronic engineering (01-07-2018)“…The development of frontal face detection has matured for application to everyday life. However, various profile face views are still difficult to deal with…”
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A Novel Chicken Meat Quality Evaluation Method Based on Color Card Localization and Color Correction
Published in IEEE access (2020)“…Among all the chicken meat quality evaluation metrics, color is one of the most significant factors directly related to the freshness of meat inducing the…”
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9
Center-symmetrical Object Detection based on Gabor Wavelets
Published in IEEE access (01-01-2020)“…Symmetry is an important visual characteristic in the image and can be used to identify real-world objects based on their geometrically balanced structures…”
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10
Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection
Published in IEEE transactions on cybernetics (01-06-2022)“…Unsupervised feature selection (UFS) aims to remove the redundant information and select the most representative feature subset from the original data, so it…”
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11
Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation
Published in IEEE transactions on knowledge and data engineering (01-03-2023)“…Unsupervised feature selection can play an important role in addressing the issue of processing massive unlabelled high-dimensional data in the domain of…”
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12
Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint
Published in Pattern recognition (01-03-2023)Get full text
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13
Symmetrical Self-Representation and Data-Grouping Strategy for Unsupervised Feature Selection
Published in IEEE transactions on knowledge and data engineering (01-12-2024)“…Unsupervised feature selection (UFS) is an important technology for dimensionality reduction and has gained great interest in a wide range of fields. Recently,…”
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14
Cork classification based on multi-scale faster-RCNN with machine vision
Published in Measurement : journal of the International Measurement Confederation (01-08-2023)“…•A UMS-FRCNN method for automatic detection and classification.•Improving Classification Accuracy with Convolutional Region Proposal Networks.•Detect small…”
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15
Unsupervised feature selection with joint self-expression and spectral analysis via adaptive graph constraints
Published in Multimedia tools and applications (01-02-2023)“…Unsupervised feature selection (UFS) plays a critical role in the maintenance of representative feature subset from high dimensional data. Both the spectral…”
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16
A vision system for canning with fish sensing using rule‐based matching and segmentation
Published in IEEJ transactions on electrical and electronic engineering (01-06-2020)“…We develop a machine vision system as a key component of a robot‐assisted packaging system, which can guide the robot arms to pack the roast sauries into cans…”
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17
Unsupervised Feature Selection via Feature-Grouping and Orthogonal Constraint
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21-08-2022)“…In the fields of machine learning and data mining, unsupervised feature selection plays an important role in processing large amounts of high-dimensional…”
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Conference Proceeding -
18
Matching up Stone Tools and Storage Bag Using Image Identification with CNN
Published in 2023 Nicograph International (NicoInt) (01-06-2023)“…Ancient stone tools excavated from ruins are important for archaeological research. Joining materials must be frequently assembled and disassembled to reveal…”
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Conference Proceeding -
19
Edge Feature Extraction for Shape Similarity Metric of Stone Tool by 3D Measured Point Cloud
Published in 2024 Nicograph International (NicoInt) (14-06-2024)“…In the realm of archaeological research, the accurate identification and matching of stone tools plays a pivotal role in identifying and reassembling stone…”
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Conference Proceeding -
20
Low Rank and Semi-Nonnegative Tensor Factorization for Hyperspectral Imagery Denoising
Published in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium (17-07-2022)“…Hyperspectral image denoising can play an important role in addressing the issue of preprocessing massive high-dimensional hyperspectral data for subsequent…”
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Conference Proceeding