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Lucas Pascotti Valem

Observed names: L.P. Valem, Lucas P. Valem, Lucas Valem, Pascotti Valem, Lucas, Valem Lucas Pascotti, Valem, Lucas Pascotti
ORCID: 0000-0002-3833-9072
Observed ORCID: 0000-0002-3833-9072
OpenAlex ID: A5039558288
Gait Recognition Based on Deep Learning: A Survey
2022 · Claudio Filipi Gonçalves dos Santos, Diego de Souza Oliveira, et al. · ACM Computing Surveys · 108
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Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold Ranking
2019 · Daniel Carlos Guimaraes Pedronette, Lucas Pascotti Valem, et al. · IEEE Transactions on Image Processing · 55
Graph Convolutional Networks based on manifold learning for semi-supervised image classification
2022 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · Computer Vision and Image Understanding · 28
A BFS-Tree of ranking references for unsupervised manifold learning
2020 · Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, et al. · Pattern Recognition · 26
Unsupervised selective rank fusion for image retrieval tasks
2019 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · Neurocomputing · 21
Unsupervised similarity learning through Cartesian product of ranking references
2017 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · Pattern Recognition Letters · 20
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An Unsupervised Distance Learning Framework for Multimedia Retrieval
2017 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · International Conference on Multimedia Retrieval · 18
Effective, Efficient, and Scalable Unsupervised Distance Learning in Image Retrieval Tasks
2015 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · International Conference on Multimedia Retrieval · 18
Efficient Rank-Based Diffusion Process with Assured Convergence
2021 · Daniel Carlos Guimarães Pedronette, Lucas Pascotti Valem, et al. · Journal of Imaging · 17
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Feature augmentation based on manifold ranking and LSTM for image classification
2022 · Vanessa Helena Pereira-Ferrero, Lucas Pascotti Valem, et al. · Expert Systems with Applications · 15
Graph-based selective rank fusion for unsupervised image retrieval
2020 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · Pattern Recognition Letters · 14
Unsupervised Similarity Learning through Rank Correlation and kNN Sets
2018 · Lucas Pascotti Valem, Carlos Renan De Oliveira, et al. · ACM Transactions on Multimedia Computing Communications and Applications · 13
Rank Flow Embedding for Unsupervised and Semi-Supervised Manifold Learning
2023 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, et al. · IEEE Transactions on Image Processing · 12
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Unsupervised affinity learning based on manifold analysis for image retrieval: A survey
2024 · V.H. Pereira-Ferrero, T.G. Lewis, et al. · Computer Science Review · 11
Manifold information through neighbor embedding projection for image retrieval
2024 · Gustavo Rosseto Leticio, Vinicius Sato Kawai, et al. · Pattern Recognition Letters · 11
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Unsupervised Similarity Learning through Cartesian Product of Ranking References for Image Retrieval Tasks
2016 · Lucas Pascotti Valem, Daniel Carlos Guimaraes Pedronette · SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) · 11
An Unsupervised Genetic Algorithm Framework for Rank Selection and Fusion on Image Retrieval
2019 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · International Conference on Multimedia Retrieval · 8
A Rank Aggregation Framework for Video Interestingness Prediction
2017 · Jurandy Almeida, Lucas P. Valem, et al. · Lecture notes in computer science · 8
Person Re-ID through unsupervised hypergraph rank selection and fusion
2022 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · Image and Vision Computing · 7
A Denoising Convolutional Neural Network for Self-Supervised Rank Effectiveness Estimation on Image Retrieval
2021 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · International Conference on Multimedia Retrieval · 7
A unified model for accelerating unsupervised iterative re‐ranking algorithms
2020 · Flávia Pisani, Lucas Pascotti Valem, et al. · Concurrency and Computation Practice and Experience · 7
Weakly Supervised Learning through Rank-based Contextual Measures
2021 · Joao Gabriel Camacho Presotto, Lucas Pascotti Valem, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 6
A Novel Rank Correlation Measure for Manifold Learning on Image Retrieval and Person Re-ID
2022 · Lucas Pascotti Valem, Vinicius Atsushi Sato Kawai, et al. · Proceedings - International Conference on Image Processing · 5
Selection and Combination of Unsupervised Learning Methods for Image Retrieval
2017 · Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette · International Workshop on Content-Based Multimedia Indexing (CBMI) · 5
Explainability and privacy in AI-enabled crop monitoring: Trends and future directions in soybean research
2026 · Jayme Garcia Arnal Barbedo, Marcelo Santos da Silva, et al. · Computers and Electronics in Agriculture · 4
Works count: 75
Citation count: 507
H-index: 12
I10-index: 16
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