5 papers
Towards a Joint Khmer Text Recognition and Word Segmentation
Marry Kong, Rina Buoy, Sovisal Chenda +3
Text recognition, or extracting electronic text from document images, has been indispensable for knowledge retrieval tasks, such as retrieval-augmented generation (RAG). For Khmer,…
Towards Khmer Scene Document Layout Detection
Marry Kong, Rina Buoy, Sovisal Chenda +3
While document layout analysis for Latin scripts has advanced significantly, driven by the advent of large multimodal models (LMMs), progress for the Khmer language remains constra…
Towards Universal Khmer Text Recognition
Marry Kong, Rina Buoy, Sovisal Chenda +3
Khmer is a low-resource language characterized by a complex script, presenting significant challenges for optical character recognition (OCR). While document printed text recogniti…
Towards Non-Latin Text and Layout Personalization for Enhanced Readability
Rina Buoy, Dylan berkamp Fouepe Dongmo, Vesal Khean +2
Reading has always been an integral part of both professional and personal life. Character and layout recognition and understanding by computers are well-explored areas. Neverthele…
CBEN -- A Multimodal Machine Learning Dataset for Cloud Robust Remote Sensing Image Understanding
Marco Stricker, Masakazu Iwamura, Koichi Kise
Clouds are a common phenomenon that distorts optical satellite imagery, which poses a challenge for remote sensing. However, in the literature cloudless analysis is often performed…