Lucas A. Thomaz

38 papers B 5C 3Journal 21Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Explainable prototype-based image classification using adaptive feature extractors in medical images. Comput. Biol. Medicine Nicolas Vasconcellos, Luis M. N. Tavora, Rolando Miragaia, Carlos Grilo, Lucas A. Thomaz
2025	—	`conf`	Moving-Camera Scene Change Detection Pairing Through Radiance Field Models. EUVIP Thadeu L. B. Dias, Eduardo A. B. da Silva, Sergio L. Netto, Lucas A. Thomaz
2025	J	`jnl`	Pixel-Based Change Detection in Moving-Camera Videos Using Twin Convolutional Features on a Data-Constrained Scenario. IEEE Access Luiz G. C. Tavares, Allan F. da Silva, Rafael Padilla, Lucas A. Thomaz, Sergio L. Netto, Eduardo A. B. da Silva
2024	J	`jnl`	Iterative Occlusion-Aware Light Field Depth Estimation using 4D Geometrical Cues. CoRR Rui Lourenço, Lucas A. Thomaz, Eduardo A. B. da Silva, Sérgio M. M. de Faria
2024	B	`conf`	Non-Separablewavelet Transform Using Learnable Convolutional Lifting Steps. ICIP Joao O. Parracho, Eduardo A. B. da Silva, Lucas A. Thomaz, Luis M. N. Tavora, Sérgio M. M. Faria
2024	J	`jnl`	Ophthalmic Biomarker Detection: Highlights From the IEEE Video and Image Processing Cup 2023 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Ghassan AlRegib, Mohit Prabhushankar, Kiran Kokilepersaud, Prithwijit Chowdhury, Zoe Fowler, Stephanie Trejo Corona, Lucas A. Thomaz, Angshul Majumdar
2023	J	`jnl`	Correction to: Lossy Image Compression in a Preclinical Multimodal Imaging Study. J. Imaging Inform. Medicine Francisco Cunha, Valentin Blüml, Lydia M. Zopf, Andreas Walter, Michael Wagner, Wolfgang J. Weninger, Lucas A. Thomaz, Luis M. N. Tavora, Luís Alberto da Silva Cruz, Sérgio M. M. de Faria
2023	—	`conf`	Enhanced Residue Prediction for Lossless Coding of Multimodal Image Pairs Based on Image-to-Image Translation. EUVIP Daniel S. Nicolau, Joao O. Parracho, Lucas A. Thomaz, Luis M. N. Tavora, Sérgio M. M. de Faria
2023	J	`jnl`	Lossy Image Compression in a Preclinical Multimodal Imaging Study. J. Digit. Imaging Francisco Cunha, Valentin Blüml, Lydia M. Zopf, Andreas Walter, Michael Wagner, Wolfgang J. Weninger, Lucas A. Thomaz, Luis M. N. Tavora, Luís Alberto da Silva Cruz, Sérgio M. M. de Faria
2023	J	`jnl`	Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2023	J	`jnl`	Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition. CoRR Davide Cozzolino, Koki Nagano, Lucas A. Thomaz, Angshul Majumdar, Luisa Verdoliva
2022	J	`jnl`	Automatic Medical Image Diagnosis: Highlights from the 2021 IEEE 5-Minute Video Clip Contest [SP Competitions]. IEEE Signal Process. Mag. Lucas A. Thomaz, Sérgio M. M. Faria, Luis M. N. Tavora, Lucio Marcenaro
2022	—	`conf`	Change Detection in Moving-Camera Videos Using a Shift-Invariant Dissimilarity Metric. EUVIP Thadeu L. B. Dias, Eduardo A. B. da Silva, Sergio L. Netto, Lucas A. Thomaz
2022	—	`conf`	Enhanced Local Optimization Framework for Light Field Disparity Estimation. EUVIP Rui Lourenço, Lucas A. Thomaz, Eduardo A. B. da Silva, Sérgio M. M. de Faria
2022	J	`jnl`	Enhancement of light field disparity maps by reducing the silhouette effect and plane noise. Multidimens. Syst. Signal Process. Rui Lourenço, Luis M. N. Tavora, Pedro A. Amado Assunção, Lucas A. Thomaz, Rui Fonseca-Pinto, Sérgio M. M. de Faria
2022	—	`conf`	Extending the compression range of biomedical images for machine vision analysis. EUSIPCO Edgar S. Paulo, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Sérgio M. M. Faria
2022	J	`jnl`	Hierarchical lossless coding of light fields with improved random access. Signal Process. Image Commun. João M. Santos, Lucas A. Thomaz, Pedro A. Amado Assunção, Luís Alberto da Silva Cruz, Luis M. N. Tavora, Sérgio M. M. Faria
2022	J	`jnl`	Lossless Coding of Light Fields Based on 4D Minimum Rate Predictors. IEEE Trans. Image Process. João M. Santos, Lucas A. Thomaz, Pedro A. Amado Assunção, Luís Alberto da Silva Cruz, Luis Távora, Sérgio M. M. de Faria
2022	—	`conf`	Lossless Coding of Multimodal Image Pairs Based on Image-To-Image Translation. EUVIP Joao O. Parracho, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Sérgio M. M. Faria
2022	J	`jnl`	Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate. Medical Image Anal. Pedro M. M. Pereira, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Rui Fonseca-Pinto, Rui Pedro Paiva, Sérgio M. M. de Faria
2022	J	`jnl`	Multiple Instance Learning Using 3D Features for Melanoma Detection. IEEE Access Pedro M. M. Pereira, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Rui Fonseca-Pinto, Rui Pedro Paiva, Sérgio M. M. de Faria
2021	—	`conf`	Skin lesion classification using features of 3D border lines. EMBC Pedro M. M. Pereira, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Rui Fonseca-Pinto, Rui Pedro Paiva, Sérgio M. M. de Faria
2020	—	`conf`	4D Light Field Disparity Map estimation using Krawtchouk Polynomials. IPTA Rui Lourenço, Daniel Rivero-Castillo, Lucas A. Thomaz, Pedro A. Amado Assunção, Luis M. N. Tavora, Sérgio M. M. de Faria
2020	J	`jnl`	Dermoscopic skin lesion image segmentation based on Local Binary Pattern Clustering: Comparative study. Biomed. Signal Process. Control. Pedro M. M. Pereira, Rui Fonseca-Pinto, Rui Pedro Paiva, Pedro A. Amado Assunção, Luis M. N. Tavora, Lucas A. Thomaz, Sérgio M. M. Faria
2020	C	`conf`	Disparity compensation of light fields for improved efficiency in 4D transform-based encoders. VCIP João M. Santos, Lucas A. Thomaz, Pedro A. Amado Assunção, Luís Alberto da Silva Cruz, Luis M. N. Tavora, Sérgio M. M. de Faria
2020	J	`jnl`	Domain-Transformable Sparse Representation for Anomaly Detection in Moving-Camera Videos. IEEE Trans. Image Process. Eric Jardim, Lucas A. Thomaz, Eduardo A. B. da Silva, Sergio L. Netto
2020	—	`conf`	Improved Patch-based View Rendering for Focused Plenoptic Cameras with Extended Depth-of-Field. EUSIPCO Jose N. Filipe, Pedro A. Amado Assunção, Luis M. N. Tavora, Rui Fonseca-Pinto, Lucas A. Thomaz, Sérgio M. M. de Faria
2020	J	`jnl`	Integer DCT Approximation With Arbitrary Size and Adjustable Precision. IEEE Signal Process. Lett. Lucas A. Thomaz, Pedro A. Amado Assunção, Luis M. N. Tavora, Sérgio M. M. de Faria
2020	B	`conf`	Robust Depth Estimation From Multi-Focus Plenoptic Images. ICIP Francisco Cunha, Lucas A. Thomaz, Luis M. N. Tavora, Pedro A. Amado Assunção, Rui Fonseca-Pinto, Sérgio M. M. de Faria
2020	J	`jnl`	Skin lesion classification enhancement using border-line features - The melanoma vs nevus problem. Biomed. Signal Process. Control. Pedro M. M. Pereira, Rui Fonseca-Pinto, Rui Pedro Paiva, Pedro A. Amado Assunção, Luis M. N. Tavora, Lucas A. Thomaz, Sérgio M. M. Faria
2019	J	`jnl`	Anomaly detection with a moving camera using multiscale video analysis. Multidimens. Syst. Signal Process. Gustavo H. F. de Carvalho, Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto
2018	J	`jnl`	Anomaly Detection in Moving-Camera Video Sequences Using Principal Subspace Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. Lucas A. Thomaz, Eric Jardim, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto, Hamid Krim
2018	J	`jnl`	Anomaly detection with a moving camera using spatio-temporal codebooks. Multidimens. Syst. Signal Process. Mateus T. Nakahata, Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto
2018	B	`conf`	Moving-Camera Video Surveillance in Cluttered Environments Using Deep Features. ICIP Bruno M. Afonso, Lucas P. Cinelli, Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto
2017	C	`conf`	Detection of abandoned objects using robust subspace recovery with intrinsic video alignment. ISCAS Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto, Hamid Krim
2017	C	`conf`	Online video-based sequence synchronization for moving camera object detection. MMSP Allan F. da Silva, Lucas A. Thomaz, Sergio L. Netto, Eduardo A. B. da Silva
2016	B	`conf`	A morphological approach to the automatic detection of dark fringes applied to birefringence images. ICIP Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto, Andre M. Castro, Juliana O. Pereira, Argimiro R. Secchi
2015	B	`conf`	Abandoned object detection using operator-space pursuit. ICIP Lucas A. Thomaz, Allan F. da Silva, Eduardo A. B. da Silva, Sergio L. Netto, Xiao Bian, Hamid Krim