Conference Papers by Montse Pardàsback

In Press
C. Giardina, Vila-Bagaria, S., Arbonés, C., Pardàs, M., and Vilaplana, V., “Anatomically Guided 3D Diffusion Models for Synthetic Prostate MRI Generation”, in 5th Deep Generative Models Workshop - MICCAI 2025, In Press.
2024
C. Giardina, Vilaplana, V., Pardàs, M., and Guardia, O., “Synthesis of Prostate MRI Scans: A Comparison of StyleGAN2-ADA and Latent Diffusion Models”, in Conferencia de la Asociación Española para la Inteligencia Artificial, IABioMed workshop, 2024.
D. Anglada, Sala, J., Marqués, F., Salembier, P., and Pardàs, M., “Enhancing Ki-67 Cell Segmentation with Dual U-Net Models: A Step Towards Uncertainty-Informed Active Learning”, in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024. (838.72 KB)
J. A. Blanco, Pardàs, M., Casas, J., Paugam, R., Àgueda, A., Wagner, J., Parsons, R., and Planas, E., “Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views”, in 4th European Symposium on Fire Safety Science, Barcelona, 2024, vol. 2885, no. 1. (708.59 KB)
2023
A. Baldrich, Paugam, R., Casas, J., Pardàs, M., Àgueda, A., Parsons, R., and Planas, E., “Deep learning-based methodology for smoke plume segmentation of wildfire images”, in 14th International Symposium on Fire Safety Science (IAFSS2023), Tsukuba, Japan, 2023. (144.69 KB)
2020
M. Pardàs and Canet, G., “Refinement network for unsupervised on the scene foreground segmentation”, in EUSIPCO European Signal Processing Conference, 2020.
2019
X. Lin, Casas, J., and Pardàs, M., “One Shot Learning for Generic Instance Segmentation in RGBD Videos”, in International Conference on Computer Vision, Theory and Applications, Prague, 2019. (1.64 MB)
2018
D. Sanchez-Escobedo, Lin, X., Casas, J., and Pardàs, M., “HybridNet for Depth Estimation and Semantic Segmentation”, in ICASSP 2018, Calgary, Alberta, Canada, 2018. (1.14 MB)
2017
X. Lin, Casas, J., and Pardàs, M., “3D Point Cloud Segmentation Using a Fully Connected Conditional Random Field”, in The 25th European Signal Processing Conference (EUSIPCO 2017), Kos island, Greece, 2017. (2.34 MB)
2016
X. Lin, Casas, J., and Pardàs, M., “Graph based Dynamic Segmentation of Generic Objects in 3D”, in CVPR SUNw: Scene Understanding Workshop, Las Vegas, US, 2016. (956.15 KB)
X. Lin, Casas, J., and Pardàs, M., “3D Point Cloud Segmentation Oriented to The Analysis of Interactions”, in The 24th European Signal Processing Conference (EUSIPCO 2016), Budapest, Hungary, 2016. (10.54 MB)
X. Lin, Casas, J., and Pardàs, M., “3D Point Cloud Video Segmentation Based on Interaction Analysis”, in ECCV 2016: Computer Vision – ECCV 2016 Workshops, Amsterdam, 2016, vol. III, 9915 vol., pp. 821 - 835. (10 MB)
2015
X. Lin, Casas, J., and Pardàs, M., “Time consistent estimation of End-effectors from RGB-D data”, in Image and Video Technology: 7th Pacific-Rim Symposium, PSIVT 2015, Auckland, New Zealand, November 25-27, 2015, Revised Selected Papers, Cham, 2015, pp. 529-543. (2.22 MB)
2014
J. Gallego and Pardàs, M., “Multiview Foreground Segmentation using 3D Probabilistic Model”, in ICIP, IEEE International Conference on Image Processing, 2014. (2.38 MB)
J. R. Morros, Vilaplana, V., Ruiz-Hidalgo, J., Casas, J., Gasull, A., Marqués, F., Pardàs, M., and Salembier, P., “Materials transversals per a l'aprenentatge actiu de les matèries de processat d'imatge i vídeo”, in Congrés Internacional de Docència Universitària i Innovació (CIDUI), Tarragona, Spain, 2014. (853.76 KB)
J. Gallego and Pardàs, M., “Robust 3D SFS reconstruction based on reliability maps”, in ICIP, IEEE International Conference on Image Processing, 2014. (7.46 MB)
2011
A. López-Méndez, Alcoverro, M., Pardàs, M., and Casas, J., “Real-time upper body tracking with online initialization using a range sensor”, in 2011 IEEE International Conference on Computer VIsion Workshops (ICCV Workshops), 2011, pp. 391–398. (912.22 KB)
M. Alcoverro, López-Méndez, A., Casas, J., and Pardàs, M., “A real-time body tracking system for smart rooms”, in ICME - 2011 IEEE International Conference on Multimedia and Expo, 2011, pp. 1–6.
M. Alcoverro, López-Méndez, A., Pardàs, M., and Casas, J., “Connected Operators on 3D data for human body analysis”, in 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011, pp. 9–14.
M. Pardàs and Bonafonte, A., “Work in progress - Cooperative and competitive projects for engaging students in advanced ICT subjects”, in 41st Annual Frontiers in Education Conference, 2011, pp. 1–3.
J. Gallego, Salvador, J., Casas, J., and Pardàs, M., “Joint multi-view foreground segmentation and 3D reconstruction with tolerance loop”, in IEEE International Conference on Image Processing, 2011, pp. 997–1000.
A. López-Méndez, Alcoverro, M., Pardàs, M., and Casas, J., “Approximate partitioning of observations in hierarchical particle filter body tracking”, in 2011 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2011, pp. 19–24.
2010
M. Alcoverro, Casas, J., and Pardàs, M., “Skeleton and shape adjustment and tracking in multicamera environments”, in 6th International Conference AMDO 2010, 2010, pp. 88–97.
G. Haro and Pardàs, M., “3D shape from multi-camera views by error projection minimization”, in 10th Workshop on Image Analysis for Multimedia Interactive Services, 2010, pp. 250–253.
J. Gallego and Pardàs, M., “Enhanced bayesian foreground segmentation using brightness and color distortion region-based model for shadow removal”, in 2010 IEEE International Conference on Image Processing, 2010, pp. 3449–3452.
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments”, in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2010, pp. 116–121.
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Real-time 3D multi-person tracking using Monte Carlo surface sampling”, in 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2010, pp. 40–46.
2009
M. Alcoverro and Pardàs, M., “Visual hull reconstruction algorithms comparison: towards robustness to silhouette errors”, in International Conference on Computer Vision Theory and Applications 2009, 2009, pp. 464–469.
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Voxel based annealed particle filtering for markerless 3D articulated motion capture”, in 3DTV Conference: The True Vision - Capture, Transmission and Display of 3D Video, 2009, 2009, pp. 1–4.
J. Gallego, Pardàs, M., and Haro, G., “Bayesian foreground segmentation and tracking using pixel-wise background model and region-based foreground model”, in 16th IEEE International Conference on Image Processing, 2009, pp. 3205–3208.
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Towards a low cost multi-camera marker based human motion capture system”, in 16th International Conference on Image Processing, 2009, pp. 2581–2584.
2008
C. Canton-Ferrer, Segura, C., Pardàs, M., Casas, J., and Hernando, J., “Multimodal Real-Time Focus of Attention Estimation in SmartRooms”, in CVPR 2008 Workshop on Human Communicative Behavior Analysis, 2008, pp. 1–4.
S. Gudmundsson, Pardàs, M., Casas, J., Aanaes, H., and Larsen, R., “TOF Imaging in Smart Room Environments towards Improved People Tracking”, in Computer Vision and Pattern Recognition: Workshop on Time of Flight based Computer Vision (CVPR/TOF-CV), 2008, pp. 1–6.
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture”, in V Conference on Articulated Motion and Deformable Objects (AMDO), 2008, pp. 82–91.
J. - L. Landabaso, Lizcano, L., and Pardàs, M., “Shape from Inconsistent Silhouette for Free Viewpoint Video”, in IEEE International Conference on Image Processing, 2008, pp. 213–216.
C. Canton-Ferrer, Sblendido, R., Casas, J., and Pardàs, M., “Particle Filtering and Sparse Sampling for Multi-Person 3D Tracking”, in IEEE International Conference on Image Processing, 2008, pp. 2644–2647.
J. Gallego and Pardàs, M., “Segmentation and Tracking of Static and Moving Objects in Video Surveillance Scenarios”, in IEEE International Conference on Image Processing, 2008, pp. 2716–2719.
2007
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Head Orientation Estimation using Particle Filtering in Multiview Scenarios”, in CLEAR'07 Second International Evaluation Workshop on Classification of Events, Activities and Relationships, 2007, pp. 1–11.
C. Canton-Ferrer, Salvador, J., Casas, J., and Pardàs, M., “Multi-Person Tracking Strategies Based on Voxel Analysis”, in CLEAR'07 Second International Evaluation Workshop on Classification of Events, Activities and Relationships, 2007, pp. 1–12.
C. Dorea, Pardàs, M., and Marqués, F., “Hierarchical partition-based representations for image sequences using trajectory merging criteria”, in 2007 International Conference on Acoustics, Speech and Signal Processing, 2007.
C. Dorea, Pardàs, M., and Marqués, F., “A hierarchical trajectory-based representation for video”, in Fith International Workshop on Content-Based Multimedia Indexing, 2007, pp. 275–282.
S. Asteriadis, Nikolaidis, N., Pitas, I., and Pardàs, M., “Detection of facial characteristics based on edge information”, in International Conference on Computer Vision Theory and Applications, VISAPP 2007, 2007, pp. 247–250.
M. Turkan, Pardàs, M., and Cetin, E., “Human eye localization using edge projections”, in International Conference on Computer Vision Theory and Applications, VISAPP 2007, 2007, pp. 410–415.
I. Petras, Beleznai, C., Dedeoglu, Y., Pardàs, M., Kovács, L., Szlávik, Z., Havasi, L., Szirányi, T., Töreyin, B., Güdükbay, U., Cetin, E., and Canton-Ferrer, C., “Flexible test-bed for unusual behavior detection”, in 6th ACM International Conference on Image and Video Retrieval, 2007, pp. 105–108.
2006
A. Abad, Canton-Ferrer, C., Canton-Ferrer, C., Segura, C., Landabaso, J. - L., Macho, D., Casas, J., Hernando, J., Pardàs, M., and Nadeu, C., “UPC Audio, Video and Multimodal Person Tracking Systems in the CLEAR Evaluation Campaign”, in CLEAR'06 Evaluation Campaign and Workshop - Classification of Events, Activities and Relationships, 2006, pp. 93–104.
C. Canton-Ferrer, Canton-Ferrer, C., Casas, J., and Pardàs, M., “Human Model and Motion Based 3D Action Recognition in Multiple View Scenarios”, in 14th European Signal Processing Conference, 2006, pp. 1–1. (568.01 KB)
C. Dorea, Pardàs, M., and Marqués, F., “Generation of long-term color and motion coherent partitions”, in International Conference on Image Processing, 2006, pp. 581–584.
J. - L. Landabaso and Pardàs, M., “Cooperative background modelling using multiple cameras towards human detection in smart-room”, in 14th European Signal Processing Conference, 2006, pp. 1–5.
C. Canton-Ferrer, Canton-Ferrer, C., Casas, J., Pardàs, M., Sargin, M., and Tekalp, M., “3D Human Action Recognition In Multiple View Scenarios”, in 2ones Jornades UPC de Investigación en Automática, Visión y Robótica, 2006, pp. 1–5.
J. - L. Landabaso, Pardàs, M., and Casas, J., “Reconstruction of 3D shapes considering inconsistent 2D silhouettes”, in International Conference on Image Processing, 2006, pp. 1–4. (1.88 MB)
C. Canton-Ferrer, Casas, J., and Pardàs, M., “Head Pose Detection based on Fusion of Multiple Viewpoint Information”, in CLEAR'06 Evaluation Campaign and Workshop - Classification of Events, Activities and Relationships, 2006, pp. 305–310.
2005
C. Chang, Pardàs, M., and Marqués, F., “A Motion-based Binary Partition Tree approach to Video Object Segmentation”, in IEEE International Conference on Image Processing, 2005, pp. 430–433.
C. Canton-Ferrer, Canton-Ferrer, C., Casas, J., and Pardàs, M., “Towards a bayesian approach to robust finding correspondences in multiple view geometry environments”, in Workshop on Computer Graphics and Geometric Modelling. Intrernational Conference on Computational Science, 2005, pp. 281–289. (823.11 KB)
C. Canton-Ferrer, Canton-Ferrer, C., Casas, J., and Pardàs, M., “Fusion of multiple viewpoint information towards 3d face robust orientation detection”, in IEEE International Conference on Image Processing, 2005. (357.48 KB)
J. - L. Landabaso and Pardàs, M., “Hierarchical Representation of Scenes using Activity Information”, in 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, pp. 677–680.
C. Canton-Ferrer, Canton-Ferrer, C., Casas, J., Tekalp, M., and Pardàs, M., “Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding”, in 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms, 2005. (330.58 KB)
J. - L. Landabaso and Pardàs, M., “Foreground Regions Extraction and Characterization Towards Real-Time Object Tracking”, in 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms, 2005, pp. 241–249.
L. - Q. Xu, Landabaso, J. - L., and Pardàs, M., “Shadow removal with blob-based Morphological Reconstruction for Error Corretion”, in 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, pp. 729–732.
2004
J. - L. Landabaso, Pardàs, M., and Xu, L. - Q., “Robust Tracking and Object Classification Towards Automated Video Surveillance”, in International Conference on Image Analysis and Recognition, 2004, pp. 46333–470.
O. Salerno, Pardàs, M., Vilaplana, V., and Marqués, F., “Object recognition based on Binary Partition Trees”, in IEEE International Conference on Image Processing, 2004, pp. 929–932.
C. Dorea, Pardàs, M., and Marqués, F., “A region-based algorithm for image segmentation and parametric motion estimation”, in Image Analysis for Multimedia Interactive Services, 2004.
2003
J. - L. Landabaso, Pardàs, M., and Bonafonte, A., “HMM recognition of expressions in unrestrained video intervals”, in International conference on Acoustics, Speech, and Signal Processing, 2003, pp. 197–200.
2002
M. Pardàs, Bonafonte, A., and Landabaso, J. - L., “Emotion recognition based on MPEG-4 facial animation parameters”, in IEEE International Conference on Acoustics, Speech, and Signal Processing, 2002, pp. 3624–3627.
F. Marqués, Pardàs, M., and Morros, J. R., “Object matching based on partition information”, in IEEE International Conference on Image Processing, 2002, pp. 829–832. (317.46 KB)
2001
M. Pardàs and Marcos, L., “Facial Parameter Extraction System based on Active Contours”, in IEEE International Conference on Image Processing, 2001, pp. 1058–1061.
E. Sayrol, Fischi, O., and Pardàs, M., “Color Inititialization for Lip Tracking”, in International Conference on Augmented, Virtual Environments and 3D Imaging, 2001, pp. 351–354.
M. Pardàs and Bonafonte, A., “Facial Animation Parameters extraction and Expression detection using HMM”, in International Conference on Augmented, Virtual Environments and 3D Imaging, 2001, pp. 120–123.
2000
M. Pardàs, “Extraction and tracking of the eyelids”, in International Conference on Acoustics, Speech and Signal Processing, 2000.
M. Pardàs and Sayrol, E., “A new approach to active contours for tracking”, in IEEE International Conference on Image Processing, 2000.
1999
M. Pardàs, “Automatic Face Analysis for Model Calibration”, in International Workshop on Synthetic and natural hybrid coding and three dimensional imaging, 1999, pp. 12–15.
1998
M. Pardàs, “Video Object Segmentation introducing depth and motion information”, in IEEE International Conference on Image Processing, 1998.
1997
L. Garrido, Marqués, F., Pardàs, M., Salembier, P., and Vilaplana, V., “A hierarchical technique for image sequence analysis”, in Workshop on Image Analysis for Multimedia Application Services, WIAMIS'97, Louvain-la-Neuve, Belgium, 1997, pp. 13–20. (182.34 KB)
M. Pardàs, “Relative depth estimation and segmentation in monocular sequences”, in 1997 PICTURE CODING SYMPOSIUM, 1997, pp. 367–372.
1996
P. Salembier, Marqués, F., and Pardàs, M., “Segmentation-based video coding: temporal links and rate control”, in VIII European Signal Processing Conference, EUSIPCO'96, Trieste, Italy, 1996, pp. 455–458. (275.97 KB)
P. Salembier, Martí, E., and Pardàs, M., “Active mesh coding and rate distortion theory”, in IEEE International Conference on Image Processing, ICIP 1996, Lausanne, Switzerland, 1996. (366.12 KB)
F. Marqués, Salembier, P., Pardàs, M., Morros, J. R., Corset, I., Jeannin, S., Marcotegui, B., and Meyer, F., “A segmentation-based coding system allowing manipulation of objects”, in IEEE International Conference on Image Processing, ICIP 1996, Lausanne, Switzerland, 1996, pp. 145–175. (245.6 KB)
M. Pardàs, Salembier, P., Marqués, F., and Morros, J. R., “Partition tree for a segmentation-based video coding system”, in IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 1996, Atlanta (GA), USA, 1996, pp. 1982–1985. (196.06 KB)
J. R. Morros, Marqués, F., Pardàs, M., and Salembier, P., “Video sequence segmentation based on rate-distortion theory”, in SPIE Visual Communication and Image Processing, VCIP'96, Orlando, Florida, USA, 1996. (355.43 KB)
1994
F. Marqués, Bouchard, L., Corset, I., Jeannin, S., Morros, J. R., Pardàs, M., Salembier, P., and Torres, L., “Interleaved segmentation and motion estimation by means of morphological tools”, in Workshop on Image Analysis and Synthesis in Image Coding, Berlin, Germany, 1994.
M. Pardàs and Salembier, P., “Time-recursive segmentation of image sequences”, in European Signal Processing Conference, EUSIPCO-94, Edinburgh, UK, 1994, pp. 18–21. (806.06 KB)
M. Pardàs, Salembier, P., and Gonzalez, B., “Motion region overlapping for segmentation-based video coding”, in International Conference on Image Processing, ICIP'94, Austin, Texas, 1994, pp. 428–431.
M. Pardàs and Salembier, P., “Joint region and motion estimation with morphological tools”, in International Symposium on Mathematical Morphology, ISMM 1994, Fontainebleau, France, 1994.
P. Salembier, Gu, C., Pardàs, M., and Kunt, M., “Very low bit rate video coding using morphological segmentation and contour/texture motion compensation”, in 12th International Conference on Pattern Recognition, ICPR 1994, Jerusalem, Israel, 1994.
1993
P. Salembier, Torres, L., Pardàs, M., Marqués, F., HIERRO, P., and Gasull, A., “Morphological segmentation-based coding of image sequences”, in IEEE European Conference on Circuits Theory and Design, Davos, Switzerland, 1993, pp. 1245–1250.
M. Pardàs and Salembier, P., “3D morphological segmentation and motion estimation for image sequences”, in International Symposium on Mathematical Morphology and its applications to image and signal processing, ISMM 1993, Barcelona, Spain, 1993, pp. 58–63.
M. Pardàs, Salembier, P., and Torres, L., “3D morphological segmentation or image sequence processing”, in IEEE Winter Workshop on Nonlinear Signal Processing, Tampere, Finland, 1993, pp. 31–36.
1992
A. Bonafonte, Mariño, J., and Pardàs, M., “Efficient integration of coarticulation and lexical information ..”, in INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, 1992, pp. 45–48.
A. Bonafonte, Pardàs, M., and Mariño, J., “N-best hypotheses:an approach taking into account coarticulation”, in EUROPEAN SIGNAL PROCESSING CONFERENCE, 1992, pp. 379–382.
M. Pardàs and Torres, L., “Connectivity filters for image sequences”, in IMAGE ALGEBRA AND MORPHOLOGICAL IMAGE PROCESSING. SPIE, 1992, pp. 318–329.