Search Results for author: Abhijit Das

Found 7 papers, 4 papers with code

Enhancing 3D-Air Signature by Pen Tip Tail Trajectory Awareness: Dataset and Featuring by Novel Spatio-temporal CNN

1 code implementation5 Jan 2024 Saurabh Atreya, Maheswar Bora, Aritra Mukherjee, Abhijit Das

We proposed SliT-CNN, a novel 2D spatial-temporal convolutional neural network (CNN) for better featuring of the air signature.

Benchmarking

Recent Advancement in 3D Biometrics using Monocular Camera

no code implementations5 Jan 2024 Aritra Mukherjee, Abhijit Das

Recent literature has witnessed significant interest towards 3D biometrics employing monocular vision for robust authentication methods.

GeoChat: Grounded Large Vision-Language Model for Remote Sensing

1 code implementation24 Nov 2023 Kartik Kuckreja, Muhammad Sohail Danish, Muzammal Naseer, Abhijit Das, Salman Khan, Fahad Shahbaz Khan

Furthermore, the lack of domain-specific multimodal instruction following data as well as strong backbone models for RS make it hard for the models to align their behavior with user queries.

Instruction Following Language Modelling +3

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders

1 code implementation31 Oct 2023 Srijan Das, Tanmay Jain, Dominick Reilly, Pranav Balaji, Soumyajit Karmakar, Shyam Marjit, Xiang Li, Abhijit Das, Michael S. Ryoo

We explore the appropriate SSL tasks that can be optimized alongside the primary task, the training schemes for these tasks, and the data scale at which they can be most effective.

DeepFake Detection Face Swapping +1

Attending Generalizability in Course of Deep Fake Detection by Exploring Multi-task Learning

no code implementations25 Aug 2023 Pranav Balaji, Abhijit Das, Srijan Das, Antitza Dantcheva

This work explores various ways of exploring multi-task learning (MTL) techniques aimed at classifying videos as original or manipulated in cross-manipulation scenario to attend generalizability in deep fake scenario.

Multi-Task Learning

Exploring Multi-Tasking Learning in Document Attribute Classification

no code implementations30 Aug 2021 Tanmoy Mondal, Abhijit Das, Zuheng Ming

In this work, we adhere to explore a Multi-Tasking learning (MTL) based network to perform document attribute classification such as the font type, font size, font emphasis and scanning resolution classification of a document image.

Attribute Classification

The P-DESTRE: A Fully Annotated Dataset for Pedestrian Detection, Tracking, Re-Identification and Search from Aerial Devices

1 code implementation6 Apr 2020 S. V. Aruna Kumar, Ehsan Yaghoubi, Abhijit Das, B. S. Harish, Hugo Proença

Over the last decades, the world has been witnessing growing threats to the security in urban spaces, which has augmented the relevance given to visual surveillance solutions able to detect, track and identify persons of interest in crowds.

Pedestrian Detection Person Search

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