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portfolio
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publications
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Published in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
, 2018
RVOS: End-to-End Recurrent Network for Video Object Segmentation
Published in Computer Vision and Pattern Recognition (CVPR), 2019
Multiple Object Tracking with Mixture Density Networks for Trajectory Estimation
(Best paper runner up)
Published in Computer Vision and Pattern Recognition Workshop (CVPRW RSVU), 2021
Textual Analysis for Video Memorability Prediction
Published in International Conference on Multimedia Modeling Workshop (MMM MediaEval)
, 2022
Multiple Object Tracking from appearance by hierarchically clustering tracklets
(Spotlight)
Published in British Machine Vision Conference (BMVC), 2022
Current approaches in Multiple Object Tracking (MOT) rely on the spatio-temporal coherence between detections combined with object appearance to match objects from consecutive frames. In this work, we explore MOT using object appearances as the main source of association between objects in a video, using spatial and temporal priors as weighting factors. We form initial tracklets by leveraging on the idea that instances of an object that are close in time should be similar in appearance, and build the final object tracks by fusing the tracklets in a hierarchical fashion. We conduct extensive experiments that show the effectiveness of our method over three different MOT benchmarks, MOT17, MOT20, and DanceTrack, being competitive in MOT17 and MOT20 and establishing state-of-the-art results in DanceTrack.
Face Detection, Tracking, and Classification from Large-Scale News Archives
for Analysis of Key Political Figures
(Journal)
Published in Political Analysis, 2023
Event-based High-speed Ball Detection in Sports Video
Published in ACM Multimedia Workshop (ACM MM Sports), 2023
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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