Publications
A list of publications of GICI is provided next. M.Sc. and Ph.D. theses are available separately.
The following color key is used in the listing:
Journal papers: 75, Conferences: 108, Edited books: 0, Book chapters: 1, Software: 0, Others: 5.
Journal articles
Conference contributions
Edited books
Book chapters
Software
2026
Journal papers: 0, Conferences: 2, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
He, Zhong, Song, Liu and Sanchez, “Token-Aware Representation Augmentation for Fine-Grained Semi-Supervised Learning,” In The Third Conference on Parsimony and Learning (Proceedings Track), 2026.
Algamdi, Sanchez and Li, “Siamtrackcaps: A siamese-based single object tracker using capsule networks,” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 132--141, 2026.
2025
Journal papers: 5, Conferences: 11, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Liao, Guha and Sanchez, “Self-supervised random mask attention GAN in tackling pose-invariant face recognition,” Pattern Recognition, vol. 159, pp. 111112, 2025.
Xie, He, Fu and Sanchez, “GrDT: Towards Robust Deepfake Detection using Geometric Representation Distribution and Texture,” In Proceedings of the Winter Conference on Applications of Computer Vision, pp. 734--744, 2025.
Noolkar and Sanchez, “Simultaneous Multi-Object Multi-Camera Trajectory Forecasting (SMO-MCTF),” In Proceedings of the Winter Conference on Applications of Computer Vision, pp. 895--901, 2025.
Stamnas and Sanchez, “DiffFake: Exposing Deepfakes using Differential Anomaly Detection,” In Proceedings of the Winter Conference on Applications of Computer Vision, pp. 695--705, 2025.
He, Xie, Shen, Fu, You and Sanchez, “4S-Classifier: Empowering Conservation through Semi-Supervised Learning for Rare and Endangered Species,” In 2025 International Joint Conference on Neural Networks (IJCNN), pp. 1--10, 2025.
Hongyang, Hongyang, Fu and Sanchez Silva, “GrDT: towards robust deepfake detection using geometric representation distribution and texture,” TBD, 2025.
Leyva, Shen, Bahadir, Sanchez and Guha, “Boosting Tiny Face Detection in Videos with an Integral Score Framework,” In 2025 IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG), pp. 1--8, 2025.
He, Xie, You and Sanchez, “Semi-ViM: Bidirectional State Space Model for Mitigating Label Imbalance in Semi-Supervised Learning,” In Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 765--774, 2025.
Wang, Sanchez, Li and Clarke, “From Age Estimation to Age-Invariant Face Recognition: Generalized Age Feature Extraction Using Order-Enhanced Contrastive Learning,” IEEE Transactions on Information Forensics and Security, 2025.
Abdallah, Raza and Sanchez, “Edge-guided monocular absolute depth estimation with diffusion-based refinement,” In 2025 IEEE International Conference on Image Processing (ICIP), pp. 1372--1377, 2025.
Bian, Ma, Chollet, Sanchez and Guha, “Interact with me: Joint egocentric forecasting of intent to interact, attitude and social actions,” In 2025 IEEE International Conference on Multimedia and Expo (ICME), pp. 1--6, 2025.
Yang, Yang, Zhao, Sanchez and Zheng, “RefComp: A Reference-guided Unified Framework for Unpaired Point Cloud Completion,” IEEE Transactions on Multimedia, 2025.
Ma, Sanchez and Guha, “EBC-ZIP: Improving Blockwise Crowd Counting with Zero-Inflated Poisson Regression,” arXiv preprint arXiv:2506.19955, 2025.
Yang, Luo, Ding, Lu, Gao, Yang, Sanchez and Zheng, “OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization,” In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025.
Ma, Sanchez and Guha, “CLIP-EBC: CLIP can count accurately through enhanced blockwise classification,” In 2025 IEEE International Conference on Multimedia and Expo (ICME), pp. 1--6, 2025.
Yang, Lu, Zhao, Luo, Dong, Sanchez and Zheng, “LLplace: Embodied 3D Indoor Layout Synthesis Framework with Large Language Model,” In 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 20685--20691, 2025.
2024
Journal papers: 6, Conferences: 7, Edited books: 0, Book chapters: 0, Software: 0, Others: 1.
Bartrina-Rapesta, Hernández-Cabronero, Sanchez, Serra-Sagrista, Jamshidi and Castellani, “Prediction-based coding with rate control for lossless region of interest in pathology imaging,” Signal Processing: Image Communication, vol. 123, pp. 117087, 2024.
Leyva, Sanchez, Epiphaniou and Maple, “Demographic Bias Effects on Face Image Synthesis,” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 3818--3826, 2024.
Wang, Sanchez and Li, “Cross-Age Contrastive Learning for Age-Invariant Face Recognition,” In ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4600--4604, 2024.
Sanchez, “Overfitted Neural Networks for Block-based Intra-prediction,” In 2024 Data Compression Conference (DCC), pp. 13--22, 2024.
Styles, Miller, Cerda-Mardini, Guha, Sanchez and Vidgen, “WorkBench: a Benchmark Dataset for Agents in a Realistic Workplace Setting,” arXiv preprint arXiv:2405.00823, 2024.
Leyva, Sanchez, Epiphaniou and Maple, “Data-Agnostic Face Image Synthesis Detection Using Bayesian CNNs,” Pattern Recognition Letters, vol. 183, pp. 64--70, 2024.
Leyva, Sanchez, Li and Maple, “Specific event detection for video surveillance using variational Bayesian inference,” Neurocomputing, vol. 603, pp. 128291, 2024.
Atote and Sanchez, “Enhanced Prototypical Part Network (EPPNet) For Explainable Image Classification Via Prototypes,” In 2024 IEEE International Conference on Image Processing (ICIP), pp. 528--534, 2024.
Sanchez, “Prediction of Imaging Data Based on Signal Processing Boosted by Neural Networks with Continual Learning,” In 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1--6, 2024.
Fu, Liao, Yang and Sanchez, “Pedestrian trajectory prediction based on improved diffusion with fourier embeddings,” In International Conference on Pattern Recognition, pp. 415--431, 2024.
Shen, Ouyang, Lu, Yang and Sanchez, “Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single-and Multi-Task Approaches,” IEEE Transactions on Image Processing, 2024.
Atote and Sanchez, “How were you created? Explaining synthetic face images generated by diffusion models,” In European Conference on Computer Vision, pp. 263--278, 2024.
Amerini, Sanchez and Maiano, “Editorial for pattern recognition letters special issue on Advances in Disinformation Detection and Media Forensics,” Unspecified venue, 2024.
Shao, Guan and Sanchez, “Beyond Isolated Frames: Enhancing Sensor-Based Human Activity Recognition through Intra-and Inter-Frame Attention,” arXiv preprint arXiv:2405.19349, 2024.
2023
Journal papers: 1, Conferences: 5, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Chang, Wang, Chen, Echizen, Sanchez and Li, “Deep learning for predictive analytics in reversible steganography,” IEEE Access, vol. 11, pp. 3494--3510, 2023. IF: 4.098, Q2.
Ma, Sanchez, Nikan, Upadhyay, Atote and Guha, “Robust multiview multimodal driver monitoring system using masked multi-head self-attention,” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 2617--2625, 2023.
Shao and Sanchez, “A study on diffusion modelling for sensor-based human activity recognition,” In 2023 11th International Workshop on Biometrics and Forensics (IWBF), pp. 1--7, 2023.
Leyva, Epiphaniou, Maple and Sanchez, “Unsupervised Face Synthesis Based on Human Traits,” In 2023 11th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2023.
Leyva, Epiphaniou, Maple and Sanchez, “Detecting Face Synthesis Using a Concealed Fusion Model,” In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 513--524, 2023.
Lewis and Sanchez, “Tracing Videos to Their Social Network with Robust DCT Analysis,” In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, pp. 459--468, 2023.
2022
Journal papers: 5, Conferences: 6, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Wang, Sanchez and Li, “Improving Face-Based Age Estimation With Attention-Based Dynamic Patch Fusion,” IEEE Transactions on Image Processing, vol. 31, pp. 1084--1096, 2022.
Kesa, Styles and Sanchez, “Multiple Object Tracking and Forecasting: Jointly Predicting Current and Future Object Locations,” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 560--569, 2022.
Shen, Ouyang and Sanchez, “Video Anomaly Detection via Prediction Network with Enhanced Spatio-Temporal Memory Exchange,” In ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3728--3732, 2022.
Liao, Sanchez and Guha, “Self-Supervised Frontalization and Rotation Gan with Random Swap for Pose-Invariant Face Recognition,” In 2022 IEEE International Conference on Image Processing (ICIP), pp. 911--915, 2022.
Roy, Guha and Sanchez, “Graph-based Transform based on 3D Convolutional Neural Network for Intra-Prediction of Imaging Data,” In 2022 Data Compression Conference (DCC), pp. 212--221, 2022.
Shirian, Somandepalli, Sanchez and Guha, “Visually-aware Acoustic Event Detection using Heterogeneous Graphs,” arXiv preprint arXiv:2207.07935, 2022.
Liu, Sanchez, Freire, Prilepsky, Koshkouei and Higgins, “Attention-aided partial bidirectional RNN-based nonlinear equalizer in coherent optical systems,” Optics Express, vol. 30, no. 18, pp. 32908--32923, 2022.
Ouyang, Shen and Sanchez, “Look at adjacent frames: Video anomaly detection without offline training,” In European Conference on Computer Vision, pp. 642--658, 2022.
Ma, Sanchez and Guha, “Fusioncount: efficient crowd counting via multiscale feature fusion,” In 2022 IEEE International Conference on Image Processing (ICIP), pp. 3256--3260, 2022.
Sanchez Silva, “Overfitted neural networks for block-based intra-prediction,” TBD, 2022.
Ma, Sanchez, Nikan, Upadhyay, Atote and Guha, “Real-time driver monitoring systems through modality and view analysis,” arXiv preprint arXiv:2210.09441, 2022.
2021
Journal papers: 8, Conferences: 6, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Lin, Li, Sanchez and Maple, “On the detection-to-track association for online multi-object tracking,” Pattern Recognition Letters, vol. 146, pp. 200--207, 2021.
Wang, Sanchez and Li, “Age-oriented face synthesis with conditional discriminator pool and adversarial triplet loss,” IEEE Transactions on Image Processing, vol. 30, pp. 5413--5425, 2021.
Ouyang and Sanchez, “Video Anomaly Detection by Estimating Likelihood of Representations,” In 2020 25th International Conference on Pattern Recognition (ICPR), pp. 8984--8991, 2021.
Morales-Molina, Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Perez-Meana, Olivares-Mercado, Portillo-Portillo, Sanchez and Garcia-Villalba, “A Dense Neural Network Approach for Detecting Clone ID Attacks on the RPL Protocol of the IoT,” Sensors, vol. 21, no. 9, pp. 3173, 2021.
Sanchez, Hernández-Cabronero and Serra-Sagristà, “Hybrid Intra-Prediction in Lossless Video Coding using Overfitted Neural Networks,” In 2021 Data Compression Conference (DCC), pp. 369--369, 2021.
Roy, Guha and Sanchez, “Graph Based Transforms based on Graph Neural Networks for Predictive Transform Coding,” In 2021 Data Compression Conference (DCC), pp. 367--367, 2021.
Zhou, Ascenso, Sanchez, Zhang, Liu and Xu, “IEEE Access Special Section Editorial: Deep Learning Technologies for Internet of Video Things,” IEEE Access, vol. 9, pp. 117267--117270, 2021. IF: 3.476, Q2.
Prangnell and Sanchez, “HVS-Based Perceptual Color Compression of Image Data,” In ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1600--1604, 2021.
Leyva and Sanchez, “Video memorability prediction via late fusion of deep multi-modal features,” In 2021 IEEE international conference on image processing (ICIP), pp. 2488--2492, 2021.
Kaddar, Fizazi, Hernandez-Cabronero, Sanchez and Serra-Sagrista, “Divnet: efficient convolutional neural network via multilevel hierarchical architecture design,” IEEE Access, vol. 9, pp. 105892--105901, 2021. IF: 3.476, Q2.
Styles, Guha and Sanchez, “Multi-camera trajectory forecasting with trajectory tensors,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 44, no. 11, pp. 8482--8491, 2021.
Sanchez, Hernández-Cabronero and Serra-Sagristà, “Block-Wise Intra-Prediction of Imaging Data Based on Overfitted Neural Networks with On-Line Learning,” In 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1--6, 2021.
Chang, Wang, Chen, Echizen, Sanchez and Li, “Deep Learning for Reversible Steganography: Principles and Insights,” arXiv preprint arXiv:2106.06924, 2021.
Kesa, Styles and Sanchez, “Joint learning architecture for multiple object tracking and trajectory forecasting,” arXiv preprint arXiv:2108.10543, 2021.
2020
Journal papers: 3, Conferences: 7, Edited books: 0, Book chapters: 0, Software: 0, Others: 1.
Styles, Sanchez and Guha, “Multiple object forecasting: Predicting future object locations in diverse environments,” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 690--699, 2020.
Wang, Sanchez, Ouyang and Li, “Using Age Information as a Soft Biometric Trait for Face Image Analysis,” In Deep Biometrics, pp. 1--20, 2020.
Singh, Sanchez and Guha, “Ensemble Network For Ranking Images Based On Visual Appeal,” In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4507--4511, 2020.
Almowallad and Sanchez, “Human Emotion Distribution Learning from Face Images using CNN and LBC Features,” In 2020 8th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2020.
Styles, Guha, Sanchez and Kot, “Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras,” In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pp. 1016--1017, 2020.
Sanchez, “Model-independent Rate Control for Intra-coding based on Piecewise Linear Approximations,” In 2020 Data Compression Conference (DCC), pp. 392--392, 2020.
Algamdi, Sanchez and Li, “Dronecaps: Recognition Of Human Actions In Drone Videos Using Capsule Networks With Binary Volume Comparisons,” In 2020 IEEE International Conference on Image Processing (ICIP), pp. 3174--3178, 2020.
Perez-Daniel, Garcia-Ugalde and Sanchez, “Watermarking of HDR Images in the Spatial Domain With HVS-Imperceptibility,” IEEE Access, vol. 8, pp. 156801--156817, 2020. IF: 3.367, Q2.
Liao, Kot, Guha and Sanchez, “Attention Selective Network For Face Synthesis And Pose-Invariant Face Recognition,” In 2020 IEEE International Conference on Image Processing (ICIP), pp. 748--752, 2020.
Sanchez, “Rate Control for Predictive Transform Screen Content Video Coding Based on RANSAC,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, no. 11, pp. 4422--4438, 2020.
Prangnell and Sanchez, “Spatiotemporal Adaptive Quantization for the Perceptual Video Coding of RGB 4: 4: 4 Data,” arXiv preprint arXiv:2005.07928, 2020.
2019
Journal papers: 2, Conferences: 6, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Styles, Ross and Sanchez, “Forecasting Pedestrian Trajectory with Machine-Annotated Training Data,” In 2019 IEEE Intelligent Vehicles Symposium (IV), pp. 716--721, 2019.
Roy, Guha and Sanchez, “Graph-Based Transform with Weighted Self-loops for Predictive Transform Coding based on Template Matching,” In 2019 Data Compression Conference (DCC), pp. 329--338, 2019.
Algamdi, Sanchez and Li, “Learning Temporal Information from Spatial Information Using CapsNets for Human Action Recognition,” In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3867--3871, 2019.
Leyva, Santos, Rocha, Sanchez and Li, “Accelerometer dense trajectories for activity recognition and people identification,” In 2019 7th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2019.
Leyva, Sanchez and Li, “Compact and Low-Complexity Binary Feature Descriptor and Fisher Vectors for Video Analytics,” IEEE Transactions on Image Processing, vol. 28, no. 12, pp. 6169--6184, 2019.
Perez-Daniel, Garcia-Ugalde and Sanchez, “Scene-based Imperceptible-visible Watermarking for HDR Video Content,” In 2019 7th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2019.
Duarte-Garcia, Morales-Medina, Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Perez-Meana and Sanchez, “A Semi-supervised Learning Methodology for Malware Categorization using Weighted Word Embeddings,” In 2019 IEEE European Symposium on Security and Privacy Workshops (EuroS\&PW), pp. 238--246, 2019.
Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Perez-Meana, Portillo-Portillo, Sanchez and Garcia Villalba, “Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation,” Sensors, vol. 19, no. 7, pp. 1746, 2019.
2018
Journal papers: 11, Conferences: 6, Edited books: 0, Book chapters: 0, Software: 0, Others: 1.
Portillo-Portillo, Leyva, Sanchez, Sanchez-Perez, Perez-Meana, Olivares-Mercado, Toscano-Medina and Nakano-Miyatake, “A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis,” Applied Intelligence, vol. 48, no. 5, pp. 1200--1217, 2018.
Aul{\'\i}-Llinàs, Marcellin, Sanchez, Bartrina-Rapesta and Hernández-Cabronero, “Dual link image coding for earth observation satellites,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 9, pp. 5083--5096, 2018.
Prangnell and Sanchez, “JND-Based Perceptual Video Coding for 4: 4: 4 Screen Content Data in HEVC,” In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1203--1207, 2018.
Jia, Sanchez and Li, “On view-invariant gait recognition: a feature selection solution,” IET biometrics, vol. 7, no. 4, pp. 287--295, 2018.
Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Martinez-Hernandez, Sanchez and Perez-Meana, “A Web Scraping Methodology for Bypassing Twitter API Restrictions,” arXiv preprint arXiv:1803.09875, 2018.
Sanchez and Hernández-Cabronero, “Graph-based rate control in pathology imaging with lossless region of interest coding,” IEEE transactions on medical imaging, vol. 37, no. 10, pp. 2211--2223, 2018.
Li and Sanchez, “People identification via gait and palmprint recognition,” TBD, 2018.
Hernández-Cabronero, Sanchez, Blanes, Auli-Llinas, Marcellin and Serra-Sagrista, “Mosaic-based color-transform optimization for lossy and lossy-to-lossless compression of pathology whole-slide images,” IEEE transactions on medical imaging, vol. 38, no. 1, pp. 21--32, 2018.
Roy and Sanchez, “Graph-Based Transforms Based on Prediction Inaccuracy Modeling for Pathology Image Coding,” In 2018 Data Compression Conference, pp. 157--166, 2018.
Wang, Wei, Sanchez and Li, “Fusion Network for Face-based Age Estimation,” In 2018 25th IEEE International Conference on Image Processing (ICIP), pp. 2675--2679, 2018.
Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Perez-Meana, Portillo-Portillo and Sanchez, “Sensing earthquake disaster information: a named entity recognition approach using twitter collaborative data,” TBD, 2018.
Leyva, Sanchez and Li, “Detecting Small Objects in High Resolution Images with Integral Fisher Score,” In 2018 25th IEEE International Conference on Image Processing (ICIP), pp. 316--320, 2018.
Sanchez, “Rate Control for Hevc Intra-Coding Based on Piecewise Linear Approximations,” In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1782--1786, 2018.
Leyva, Sanchez and Li, “Fast Detection of Abnormal Events in Videos with Binary Features,” In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1318--1322, 2018.
Song, Sanchez, ElDaly and Rajpoot, “Simultaneous Cell Detection and Classification in Bone Marrow Histology Images,” IEEE Journal of Biomedical and Health Informatics, 2018.
Li and Sanchez, “Guest editorial: selected papers from the 5th International Workshop on Biometrics and Forensics 2017, Coventry, UK,” TBD, 2018.
Hernandez-Suarez, Sanchez-Perez, Toscano-Medina, Toscano-Medina, Martinez-Hernandez, Olivares-Mercado, Perez-Meana and Sanchez, “Can Twitter API be bypassed? A new methodology for collecting chronological information without restrictions,” In New Trends in Intelligent Software Methodologies, Tools and Techniques, pp. 453--462, 2018.
2017
Journal papers: 5, Conferences: 12, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Khadidos, Sanchez and Li, “Weighted level set evolution based on local edge features for medical image segmentation,” IEEE Transactions on Image Processing, vol. 26, no. 4, pp. 1979--1991, 2017.
Song, Sanchez, EIDaly and Rajpoot, “Dual-channel active contour model for megakaryocytic cell segmentation in bone marrow trephine histology images,” IEEE Transactions on Biomedical Engineering, vol. 64, no. 12, pp. 2913--2923, 2017.
Leyva, Sanchez and Li, “Video anomaly detection with compact feature sets for online performance,” IEEE Transactions on Image Processing, vol. 26, no. 7, pp. 3463--3478, 2017.
Prangnell, Hernández-Cabronero and Sanchez, “Coding block-level perceptual video coding for 4: 4: 4 data in HEVC,” In 2017 IEEE International Conference on Image Processing (ICIP), pp. 2488--2492, 2017.
Leyva, Sanchez and Li, “The LV dataset: A realistic surveillance video dataset for abnormal event detection,” In 2017 5th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2017.
Jia, Li, Sanchez and Liew, “Fast and robust framework for view-invariant gait recognition,” In 2017 5th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2017.
Hernandez-Suarez, Sanchez-Perez, Martinez-Hernandez, Perez-Meana, Toscano-Medina, Nakano and Sanchez, “Predicting political mood tendencies based on Twitter data,” In 2017 5th International Workshop on Biometrics and Forensics (IWBF), pp. 1--6, 2017.
Bartrina-Rapesta, Blanes, Aul{\'\i}-Llinàs, Serra-Sagristà, Sanchez and Marcellin, “A Lightweight Contextual Arithmetic Coder for On-Board Remote Sensing Data Compression,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 8, pp. 4825--4835, 2017.
Khadidos, Sanchez and Li, “Patch-based segmentation of overlapping cervical cells using active contour with local edge information,” In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1058--1062, 2017.
Song, Sanchez, EIDaly and Rajpoot, “Hybrid deep autoencoder with Curvature Gaussian for detection of various types of cells in bone marrow trephine biopsy images,” In 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), pp. 1040--1043, 2017.
Prangnell, Hernández-Cabronero and Sanchez, “Cross-Color Channel Perceptually Adaptive Quantization for HEVC,” In 2017 Data Compression Conference (DCC), pp. 456--456, 2017.
Song, Sanchez, EIDaly and Rajpoot, “Simultaneous cell detection and classification with an asymmetric deep autoencoder in bone marrow histology images,” In Annual Conference on Medical Image Understanding and Analysis, pp. 829--838, 2017.
Bartrina-Rapesta, Sanchez, Serra-Sagristà, Marcellin, Aul{\'\i}-Llinàs and Blanes, “Lossless medical image compression through lightweight binary arithmetic coding,” In Applications of Digital Image Processing XL, pp. 134--142, vol. 10396, 2017.
Liu, Hernandez-Cabronero, Sanchez, Marcellin and Bilgin, “The Current Role of Image Compression Standards in Medical Imaging,” Information, vol. 8, no. 4, pp. 131, 2017.
Leyva, Sanchez and Li, “Abnormal event detection in videos using binary features,” In 2017 40th International Conference on Telecommunications and Signal Processing (TSP), pp. 621--625, 2017.
Jia, Sanchez and Li, “Learning optimised representations for view-invariant gait recognition,” In 2017 IEEE International Joint Conference on Biometrics (IJCB), pp. 774--780, 2017.
Perez-Daniel and Sanchez, “Luma-aware multi-model rate-control for HDR content in HEVC,” In 2017 IEEE International Conference on Image Processing (ICIP), pp. 1022--1026, 2017.
2016
Journal papers: 6, Conferences: 10, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Bartrina-Rapesta, Aul{\'\i}-Llinàs, Blanes, Marcellin, Sanchez and Serra-Sagristà, “Efficient storage of microCT data preserving bone morphometry assessment,” Computers \& Electrical Engineering, vol. 53, pp. 292--300, 2016.
Sanchez, Auli-Llinas and Serra-Sagristà, “Piecewise mapping in HEVC lossless intra-prediction coding,” IEEE Transactions on Image Processing, vol. 25, no. 9, pp. 4004--4017, 2016.
Hern, Sanchez, Toscano, Nakano, Martinez and others, “Security attack prediction based on user sentiment analysis of Twitter data,” In 2016 IEEE International Conference on Industrial Technology (ICIT), pp. 610--617, 2016.
Sanchez, Auli-Llinas and Serra-Sagrista, “DPCM-based edge prediction for lossless screen content coding in HEVC,” IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 6, no. 4, pp. 497--507, 2016. IF: 2.542, Q2.
Hernández-Cabronero, Auli-Llinas, Sanchez and Sagristà, “Transform optimization for the lossy coding of pathology whole-slide images,” In 2016 Data Compression Conference (DCC), pp. 131--140, 2016.
Thomason, Griffiths and Sanchez, “Predicting interactions and contexts with context trees,” In Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, pp. 1--4, 2016.
Hernández-Cabronero, Sanchez, Aul{\'\i}-Llinàs and Serra-Sagrista, “Fast MCT optimization for the compression of whole-slide images,” In 2016 IEEE International Conference on Image Processing (ICIP), pp. 2370--2374, 2016.
Thomason, Griffiths and Sanchez, “Context trees: Augmenting geospatial trajectories with context,” ACM Transactions on Information Systems (TOIS), vol. 35, no. 2, pp. 1--37, 2016.
Leyva, Sanchez and Li, “A fast binary pair-based video descriptor for action recognition,” In 2016 IEEE International Conference on Image Processing (ICIP), pp. 4185--4189, 2016.
Sanchez, Hernandez-Cabronero, Auli-Llin, Serra-Sagrist and others, “Fast lossless compression of whole slide pathology images using HEVC intra-prediction,” In 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1456--1460, 2016.
Hernández-Cabronero, Sanchez, Aul{\'\i}-Llinàs and Serra-Sagristà, “Lossy compression of natural HDR content based on multi-component transform optimization,” In 2016 Digital Media Industry \& Academic Forum (DMIAF), pp. 23--28, 2016.
Portillo, Leyva, Sanchez, Sanchez, Perez-Meana, Olivares, Toscano and Nakano, “View-invariant gait recognition using a joint-DLDA framework,” In International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, pp. 398--408, 2016.
Thomason, Griffiths and Sanchez, “Identifying locations from geospatial trajectories,” Journal of Computer and System Sciences, vol. 82, no. 4, pp. 566--581, 2016.
Auli-Llinas, Marcellin, Sanchez, Serra-Sagrista, Bartrina-Rapesta and Blanes, “Coding scheme for the transmission of satellite imagery,” In 2016 Data Compression Conference (DCC), pp. 427--436, 2016.
Portillo-Portillo, Leyva, Sanchez, Sanchez-Perez, Perez-Meana, Olivares-Mercado, Toscano-Medina and Nakano-Miyatake, “Cross view gait recognition using joint-direct linear discriminant analysis,” Sensors, vol. 17, no. 1, pp. 6, 2016.
Prangnell and Sanchez, “Adaptive Quantization Matrices for HD and UHD Resolutions in Scalable HEVC,” In 2016 Data Compression Conference (DCC), pp. 626--626, 2016.
2015
Journal papers: 3, Conferences: 10, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Li, Sanchez, Patel, Quenby and Rajpoot, “Localisation of luminal epithelium edge in digital histopathology images of IHC stained slides of endometrial biopsies,” Computerized Medical Imaging and Graphics, vol. 42, pp. 56--64, 2015.
Aul{\'\i}-Llinàs, Enfedaque, Moure, Blanes and Sanchez, “Strategy of microscopic parallelism for bitplane image coding,” In Data Compression Conference (DCC), 2015, pp. 163--172, 2015.
Sanchez, “Sample-based edge prediction based on gradients for lossless screen content coding in HEVC,” In 2015 Picture Coding Symposium (PCS), pp. 134--138, 2015.
Auli-Llinas, Enfedaque, Moure and Sanchez, “Bitplane image coding with parallel coefficient processing,” IEEE Transactions on Image Processing, vol. 25, no. 1, pp. 209--219, 2015.
Song, Sanchez, EIDaly and Rajpoot, “A circumscribing active contour model for delineation of nuclei and membranes of megakaryocytes in bone marrow trephine biopsy images,” In Medical Imaging 2015: Digital Pathology, pp. 195--203, vol. 9420, 2015.
Sanchez, Aul{\'\i}-Llinàs, Vanam and Bartrina-Rapesta, “Rate control for lossless region of interest coding in HEVC intra-coding with applications to digital pathology images,” In 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 1250--1254, 2015.
Sanchez, Prince, Clarkson, Rajpoot and others, “Registration of thermal and visible light images of diseased plants using silhouette extraction in the wavelet domain,” Pattern Recognition, vol. 48, no. 7, pp. 2119--2128, 2015.
Jia, Sanchez, Li and Mansour, “On Reducing the Effect of Silhouette Quality on Individual Gait Recognition: a Feature Fusion Approach,” In Biometrics Special Interest Group (BIOSIG), 2015 International Conference of the, pp. 1--5, 2015.
Jia, Sanchez, Li and Mansour, “The influence of segmentation on individual gait recognition,” In 2015 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 1--6, 2015.
Prangnell, Sanchez and Vanam, “Adaptive quantization by soft thresholding in HEVC,” In 2015 Picture Coding Symposium (PCS), pp. 35--39, 2015.
Thomason, Griffiths and Sanchez, “Parameter optimisation for location extraction and prediction applications,” In 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing, pp. 2173--2180, 2015.
Sanchez, “Fast intra-prediction for lossless coding of screen content in HEVC,” In 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 1367--1371, 2015.
Sanchez, “Lossless screen content coding in HEVC based on sample-wise median and edge prediction,” In 2015 IEEE International Conference on Image Processing (ICIP), pp. 4604--4608, 2015.
2014
Journal papers: 0, Conferences: 8, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Llinàs, Sagristà and Sanchez, “Compression Limits of Wavelet-Based Image Coding,” In 2014 Data Compression Conference, pp. 397--397, 2014.
Sanchez, Llinàs, Rapesta and Sagristà, “Improvements to HEVC intra coding for lossless medical image compression,” In 2014 Data Compression Conference, pp. 423--423, 2014.
Sanchez and Bartrina-Rapesta, “Lossless compression of medical images based on HEVC intra coding,” In 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6622--6626, 2014.
Khadidos, Sanchez and Li, “Active Contours with Weighted External Forces for Medical Image Segmentation.,” In MIUA, pp. 149--154, 2014.
Neville, Brill, Juzl, Howell and Sanchez, “Enhancing Safety-Critical Message Dissemination in WAVE,” In ICWMC 2014, The Tenth International Conference on Wireless and Mobile Communications, pp. 160--163, 2014.
Sanchez, Aul{\'\i}-Llinàs, Bartrina-Rapesta and Serra-Sagristà, “HEVC-based lossless compression of whole slide pathology images,” In 2014 IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 297--301, 2014.
Aul{\'\i}-Llinàs, Enfedaque, Serra-Sagristà and Sanchez, “Evaluation of context models to code wavelet-transformed hyperspectral images,” In 2014 IEEE International Conference on Image Processing (ICIP), pp. 4827--4831, 2014.
Leyva, Sanchez and Li, “Video anomaly detection based on wake motion descriptors and perspective grids,” In 2014 IEEE International Workshop on Information Forensics and Security (WIFS), pp. 209--214, 2014.
2013
Journal papers: 0, Conferences: 2, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Hernandez-Cabronero, Sanchez, Marcellin and Serra-Sagristà, “A distortion metric for the lossy compression of DNA microarray images,” In 2013 Data Compression Conference, pp. 171--180, 2013.
Xu, Bartrina-Rapesta, Sanchez, Serra-Sagristà and Munoz-Gomez, “Diagnostically Lossless Compression of X-Ray Angiographic Images through Background Suppression,” In 2013 Data Compression Conference, pp. 529--529, 2013.
2012
Journal papers: 1, Conferences: 3, Edited books: 0, Book chapters: 1, Software: 0, Others: 0.
Sanchez, “Joint Source/Channel Coding for Prioritized Wireless Transmission of Multiple 3D Regions of Interest in 3D Medical Imaging Data,” TBD, 2012.
Sanchez and Zakhor, “Planar 3D modeling of building interiors from point cloud data,” In 2012 19th IEEE International Conference on Image Processing, pp. 1777--1780, 2012.
Sanchez, “Optimal channel coding for scalable wireless transmission of 3D regions of interest in 3D medical images,” In 2012 IEEE Workshop on Signal Processing Systems, pp. 258--263, 2012.
Hernández-Cabronero, Aul{\i}-Llinas, Bartrina-Rapesta, Blanes, Jiménez-Rodr{\i}guez, Marcellin, Munoz-Gómez, Sanchez, Serra-Sagristà and Xu, “Multicomponent compression of DNA microarray images,” In Proceedings of the CEDI Workshop on Multimedia Data Coding and Transmission, WMDCT, 2012.
Sobolev, Sanchez and Kuramoto, “Health Care Evaluation Using Computer Simulation: Concepts, Methods, and Applications,” In Sobolev, Sanchez and Kuramoto, TBD, 2012.
2011
Journal papers: 2, Conferences: 1, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez and Nasiopoulos, “3D medical image coding with optimal channel protection for wireless transmission,” In 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 561--564, 2011.
Sobolev, Sanchez and Vasilakis, “Systematic review of the use of computer simulation modeling of patient flow in surgical care,” Journal of medical systems, vol. 35, no. 1, pp. 1--16, 2011.
Sanchez and Nasiopoulos, “Compression of 3D Medical Images for Wireless Transmission,” E-Letter of Multimedia Communications Technical Committee (MMTC), vol. 6, no. 7, pp. 17--21, 2011.
2010
Journal papers: 1, Conferences: 1, Edited books: 0, Book chapters: 0, Software: 0, Others: 2.
Sanchez, Abugharbieh and Nasiopoulos, “3-D scalable medical image compression with optimized volume of interest coding,” IEEE transactions on medical imaging, vol. 29, no. 10, pp. 1808--1820, 2010.
Sanchez, Sobolev and Kuramoto, “Evaluation of methods for scheduling clinic appointments using simulation experiments,” In 6th IMA Conference on Quantitative Modelling in the Management of Health Care, 2010.
Sobolev, Sanchez and Kuramoto, “Evaluation of methods for scheduling clinic appointments in surgical service: a statecharts-based simulation study,” In Discrete Event Simulations, pp. 165--185, 2010.
Sanchez Silva, “Advances in medical image compression: Novel schemes for highly efficient storage, transmission and on demand scalable access for 3D and 4D medical imaging data,” University of British Columbia, 2010.
2009
Journal papers: 2, Conferences: 2, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez, Abugharbieh and Nasiopoulos, “Symmetry-based scalable lossless compression of 3D medical image data,” IEEE Transactions on Medical Imaging, vol. 28, no. 7, pp. 1062--1072, 2009.
Sanchez, Nasiopoulos and Abugharbieh, “Novel lossless fMRI image compression based on motion compensation and customized entropy coding,” IEEE Transactions on Information Technology in Biomedicine, vol. 13, no. 4, pp. 645--655, 2009.
Sanchez, Abugharbieh and Nasiopoulos, “3D scalable lossless compression of medical images based on global and local symmetries,” In 2009 16th IEEE International Conference on Image Processing (ICIP), pp. 2525--2528, 2009.
Sanchez, Sobolev and Vasilakis, “Systematic review of the use of computer simulation modeling of patient flow in surgical care,” In 21st Health Policy Conference of the UBC Centre for Health Services and Policy Research, 2009.
2008
Journal papers: 2, Conferences: 0, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez, Nasiopoulos and Abugharbieh, “Efficient lossless compression of 4-D medical images based on the advanced video coding scheme,” IEEE Transactions on Information Technology in Biomedicine, vol. 12, no. 4, pp. 442--446, 2008.
Sobolev BG, “Evaluation of booking systems for elective surgery using simulation experiments,” Healthcare Policy, vol. 3, no. 4, pp. 113--124, 2008.
2006
Journal papers: 1, Conferences: 1, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez, Nasiopoulos and Abugharbieh, “Lossless compression of 4D medical images using H. 264/AVC,” In 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. II--II, vol. 2, 2006.
Sanchez, Mandal and Basu, “Robust transmission of regions of interest in JPEG2000,” Journal of Electronic Imaging, vol. 15, no. 1, pp. 013008--013008, 2006.
2004
Journal papers: 3, Conferences: 1, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez, Basu and Mandal, “Prioritized region of interest coding in JPEG2000,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 9, pp. 1149--1155, 2004.
Sanchez and Mandal, “Efficient channel protection for JPEG2000 bitstream,” IEEE transactions on circuits and systems for video technology, vol. 14, no. 4, pp. 554--558, 2004.
Sanchez, Mandal and Basu, “Robust Wireless transmission of regions of interest in JPEG2000,” In 2004 International Conference on Image Processing, 2004. ICIP'04., pp. 2491--2494, vol. 4, 2004.
Sanchez, Basu and Mandal, “Transactions Letters\_,” IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 9, pp. 1149, 2004.
2002
Journal papers: 1, Conferences: 1, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez and Mandal, “Adaptive unequal channel protection for JPEG2000 images,” In Proceedings of Indian Conference on Computer Vision, Graphics \& Image Processin, 2002.
Sanchez and Mandal, “Robust transmission of JPEG2000 images over noisy channels,” IEEE Transactions on Consumer Electronics, vol. 48, no. 3, pp. 451--456, 2002.
Unknown
Journal papers: 7, Conferences: 0, Edited books: 0, Book chapters: 0, Software: 0, Others: 0.
Sanchez, Llinas, Rapesta and Sagrista, “2014 Data Compression Conference (DCC),” TBD, Unknown.
Marcellin, Storer, Bilgin, Serra-Sagrista, Malvar, Fowler, Apostolico, Creusere, Gagie, Jafarkhani and others, “DCC 2016,” TBD, Unknown.
Malvar, Fowler, Creusere, Gagie, Jafarkhani, Moffat, Motta, Navarro, Ortega, Ostergaard and others, “Michael W. Marcellin, University of Arizona (DCC Co-Chair) James A. Storer, Brandeis University (DCC Co-Chair) Ali Bilgin, University of Arizona (Committee Co-Chair) Joan Serra-Sagrista, U. Autonoma de Barcelona (Committee Co-Chair),” TBD, Unknown.
Aul{\'\i}-Llinàs, Marcellin, Sanchez, Bartrina-Rapesta, Hernández-Cabronero, Gopalakrishnan, Chandrasekar, Wang, Liu, Min and others, “Sensing Platforms,” TBD, Unknown.
Ma, Sanchez and Guha, “FusionCount: Crowd Counting via Multiscale Feature Fusion,” TBD, Unknown.
Fowler, Sanchez, Ballé, Bross, Creusere, Gagie, Jafarkhani, Kempa, Khisti, Malvar and others, “Michael W. Marcellin, University of Arizona (DCC Co-Chair) James A. Storer, Brandeis University (DCC Co-Chair) Ali Bilgin, University of Arizona (Committee Co-Chair) Joan Serra-Sagrista, U. Autonoma de Barcelona (Committee Co-Chair),” TBD, Unknown.
Bian, Ma, Chollet, Sanchez and Guha, “Interact with Me: Joint Prediction of Intent to Interact, Attitude and SocialActions in Egocentric Videos,” TBD, Unknown.