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2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium

7 - 9 March, 2022 • Virtual Conference

2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium

7 - 9 March, 2022 • Virtual Conference

MO1.4

A JOINT SEMANTIC SEGMENTATION LOSS FUNCTION FOR IMBALANCED DATASETS

Sarmad Ismael, Erchan Aptoula, Koray Kayabol, Gebze Technical University, Turkey
Session:
Deep Learning 1
Track:
Data Analysis Methods
Location:
Oral Room
Presentation Time:
Mon, 7 Mar, 17:55 - 18:10 China Standard Time (UTC +8)
Mon, 7 Mar, 10:55 - 11:10 Central European Standard Time (UTC +2)
Mon, 7 Mar, 09:55 - 10:10 Coordinated Universal Time
Mon, 7 Mar, 04:55 - 05:10 Eastern Standard Time (UTC -4)
Session Co-Chairs:
Erchan Aptoula, Gebze Technical University and Yakoub Bazi, Department of Computer Engineering, College of Computer and Information Sciences, King Saud University
Presentation
Discussion
Resources
Session MO1
MO1.1: A NEW ACTIVE IMAGE CAPTIONING FUSION STRATEGY
Genc Hoxha, Andrea Munari, Farid Melgani, University of Trento, Italy
MO1.2: A RELEVANT, HARD AND DIVERSE TRIPLET SAMPLING METHOD FOR MULTI-LABEL REMOTE SENSING IMAGE RETRIEVAL
Gencer Sumbul, Mahdyar Ravanbakhsh, Begüm Demir, Technische Universität Berlin, Germany
MO1.3: LEARNING TO ALIGN ARABIC AND ENGLISH TEXT TO REMOTE SENSING IMAGES USING TRANSFORMERS
Norah A. Alsharif, Yakoub Bazi, Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Saudi Arabia; Mohamad M. Al Rahhal, Applied Computer Science Department, College of Applied Computer Science, King Saud University, Saudi Arabia
MO1.4: A JOINT SEMANTIC SEGMENTATION LOSS FUNCTION FOR IMBALANCED DATASETS
Sarmad Ismael, Erchan Aptoula, Koray Kayabol, Gebze Technical University, Turkey