Sowmen Das, Selim Seferbekov, Arup Datta, Md. Saiful Islam et al.
In this paper, we focus on identifying the limitations and shortcomings of existing deepfake detection frameworks. We identified some key problems surrounding deepfake detection through quantitative and qualitative analysis of existing methods and datasets. We found that deepfake datasets are highly...
Sowmen Das, Md Saiful Islam, Md. Ruhul Amin
Forensic analysis of manipulated pixels requires the identification of various hidden and subtle features from images. Conventional image recognition models generally fail at this task because they are biased and more attentive towards the dominant local and spatial features. In this paper, we propo...
Bishajit Sarkar, Md. Asad Ullah, Yusha Araf, Sowmen Das et al.
Herpes Simplex Virus (HSV) is a highly infectious virus that is responsible for various types of orofacial and genital infections. Two types of HSV exist i.e. HSV-1 and HSV-2, that are infecting millions of people around the world. However, no satisfactory treatment or counter-measure has yet been d...
Abu Tayab Moin, Md. Asad Ullah, Rajesh B. Patil, Nairita Ahsan Faruqui et al.
Human Respiratory Syncytial Virus (RSV) is one of the leading causes of lower respiratory tract infections (LRTI), responsible for infecting people from all age groups-a majority of which comprises infants and children. Primarily, severe RSV infections are accountable for multitudes of deaths worldw...
Bishajit Sarkar, Md. Asad Ullah, Yusha Araf, Sowmen Das et al.
Both dengue virus (DENV) and zika virus (ZIKV) belong to the highly infectious Flaviviridae family that has already caused several outbreaks and epidemics in many countries. DENV and ZIKV cause two of the most wide spread mosquito-borne viral diseases in the world, dengue fever (DENF) and zika fever...
Sheikh Sowmen Rahman, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque
Protiva Das, Sowmen Mitra, Sovon Chakraborty, Md Humaion Kabir Mehedi et al.
Because of recent improvements to Bangladesh’s roads and highways, Automatic Number Plate Recognition (ALPR) has become a crucial component. Numerous crimes, including kidnapping, failure to pay tolls, and harassment of women, occur on both public and private transportation. The security forces will...
Abu Tayab Moin, Md. Asad Ullah, Rajesh B. Patil, Nairita Ahsan Faruqui et al.
Abstract Human Respiratory Syncytial Virus (RSV) is one of the most prominent causes of lower respiratory tract infections (LRTI), contributory to infecting people from all age groups - a majority of which comprises infants and children. The implicated severe RSV infections lead to numerous deaths o...
Sowmen Das, Selim Seferbekov, Arup Datta, Md. Saiful Islam et al.
The creation of altered and manipulated faces has become more common due to the improvement of DeepFake generation methods. Simultaneously, we have seen detection models' development for differentiating between a manipulated and original face from image or video content. In this paper, we focus on i...