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Publications

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ROI-Packing: Efficient Region-Based Compression for Machine Vision
November 11, 2025
By Md Eimran Hossain Eimon, Alena Krause, Ashan Perera, Juan Merlos, Hari Kalva, Velibor Adzic & Borko Furht
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Content Adaptive Multi-Scale Feature Layer Filtering
November 11, 2025
By Juan Merlos, Md Eimran Hossain Eimon, Ashan Perera, Hari Kalva, Velibor Adzic & Borko Furht
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Feature Coding for Scalable Machine Vision
November 07, 2025
By Md Eimran Hossain Eimon, Juan Merlos, Ashan Perera, Hari Kalva, Velibor Adzic & Borko Furht
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FCM-RT: Real-Time Feature Coding for Machines
October 27, 2025
By Ashan Perera, Md Eimran Hossain Eimon, Juan Merlos, Velibor Adzic, Hari Kalva & Borko Furht
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OD-VIRAT: A Large-Scale Benchmark for Object Detection in Realistic Surveillance Environments
July 16, 2025
By Hayat Ullah, Abbas Khan, Arslan Munir & Hari Kalva
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PAVEN: A Perceptual Algorithm for Versatile video Encoding using Neural networks
July 13, 2025
By Pablo Fern獺ndez-Lagos, Bel矇n R穩os, Hari Kalva, Gabriel Cebri獺n-M獺rquez, Guillermo Vigueras, Antonio Jesus Diaz-Honrubia
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Efficient Feature Compression for Machines with Global Statistics Preservation
June 27, 2025
By Md Eimran Hossain Eimon, Hyomin Choi, Fabien Racap矇, Mateen Ulhaq, Velibor Adzic, Hari Kalva & Borko Furht
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Feature Compression for Machines with Range-Based Channel Truncation and Frame Packing
May 20, 2025
By Juan Merlos, Fabien Racap矇, Hyomin Choi, Mateen Ulhaq & Hari Kalva
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Comparative Analysis of VCM and AhG8 for Machine Vision Applications
April 22, 2025
By Ashan Perera, Velibor Adzic, Hari Kalva & Borko Furht
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Enabling Next-Generation Consumer Experience with Feature Coding for Machines
March 26, 2025
By Md Eimran Hossain Eimon, Juan Merlos, Ashan Perera, Hari Kalva, Velibor Adzic & Borko Furht

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