Concepedia

Gencer Sumbül

GS

16

Publications

942

Citations

12

H-Index

2019

Active since

Affiliations

Technische Universität Berlin(Current)

Gencer Sumbül is an author at Technische Universität Berlin specializing in deep learning, computer vision, and image analysis.

Top concepts

EngineeringData ScienceDeep LearningImage AnalysisRemote SensingComputer VisionMachine LearningMachine VisionPattern RecognitionComputer Science

Publications per year

2019–2023

16

Publications

16

Bigearthnet: A Large-Scale Benchmark Archive for Remote Sensing Image Understanding

Gencer Sumbül, Marcela Charfuelàn, Begüm Demir et al. · 2019 · 508 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning

Gencer Sumbül, Sonali Nayak, Begüm Demir · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 101 citations · Full text

Natural Language Processing, Multimodal Llm, Deep Neural Networks +15

A Deep Multi-Attention Driven Approach for Multi-Label Remote Sensing Image Classification

Gencer Sumbül, Begüm Demir · IEEE Access · 2020 · 59 citations · Full text

Image Classification, Multiple Instance Learning, Image Analysis +15

A Comparative Study of Deep Learning Loss Functions for Multi-Label\n Remote Sensing Image Classification

Hichame Yessou, Gencer Sumbül, Begüm Demir · arXiv (Cornell University) · 2020 · 48 citations · Full text

A Novel Multi-Attention Driven System for Multi-Label Remote Sensing Image Classification

Gencer Sumbül, Begüm Demir · 2019 · 43 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +16

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