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Browsing Articles by Subject "Image processing"

Browsing Articles by Subject "Image processing"

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  • Automatic Bangla Image Captioning Based on Transformer Model in Deep Learning 
    Hossain, Md. Anwar; Hasan, Mirza AFM Rashidul; Hossen, Ebrahim; Asraful, Md; Faruk, Md. Omar; Abadin, AFM Zainul; Ali, Md. Suhag (Institute of Advanced Engineering and Science (IAES), 2023-11-02)
    "Indeed, Image Captioning has become a crucial aspect of contemporary artificial intelligence because it has tackled two crucial parts of the AI field: Computer Vision and Natural Language Processing. Currently, ...
  • Bangladeshi Local Potatoes Dataset and Classification Using Deep Learning 
    Deb, Shrabosty; Laboni, Marfi Akter; Hena, Most. Hasna (IEEE, 2020-12)
    Potato is one of the major foods in Bangladesh during winter which shows the most environmentally amiable vegetables. Variations of potatoes in Bangladesh that are grown here are extensively categorized into two divisions, ...
  • A Computer Vision Approach to Classify Local Flower using Convolutional Neural Network 
    Islam, Saiful; Foysal, Md. Ferdouse Ahmed; Jahan, Nusrat (IEEE, 2020-06-19)
    Flower is the most beautiful part of this earth. In our busy lives, many flowers can be seen all over the places. Till now, more than 352,000 flower species in the world. In our country Bangladesh, the total numbers of ...
  • Computer Vision Based Local Vegetables Recognition 
    Mia, Md. Robel; Chakraborty, Narayan Ranjan (2021 IEEE 4th International Conference on Computing, Power and Communication Technologies (GUCON), 2021)
    We often travel to different countries, but we are not aware of the local vegetables of many countries. If we are aware of the local vegetables of different countries, then it is very easy for us to recognize the specific ...
  • A Convolutional Neural Network Approach to Recognize the Insect 
    Hossain, Md. Imran; Paul, Bidhan; Sattar, Abdus; Islam, Md. Mushfiqul (IEEE, 2020-06-16)
    In Bangladesh huge amount of agricultural products are destroying by the pests every year due to lack of poor knowledge about pest detection. As we know that manually identification is difficult for a farmer. So, classic ...
  • Deep Learning Based Sponge Gourd Diseases Recognition for Commercial Cultivation in Bangladesh 
    Mim, Tahmina Tashrif; Sheikh, Md. Helal; Chowdhury, Sadia; Akter, Roksana; Khan, Md. Abbas Ali; Habib, Md. Tarek (International Conference on Artificial Intelligence & Industrial Applications, Springer, 2020-09-02)
    Sponge gourd, called as “ Open image in new window ” in Bangladesh, is scientifically known as Luffa cylindrical that belongs to Cucurbitaceae family. Sponge gourd or luffa gourd is one of the most easily found vegetable ...
  • Deep Learning-Based Analysis of COVID-19 X-Ray Images: Incorporating Clinical Significance and Assessing Misinterpretation 
    Bhuiyan, Md. Rahad Islam; Azam, Sami; Montaha, Sidratul; Jim, Risul Islam; Karim, Asif; Khan, Inam Ullah; Brady, Mark; Hasan, Md. Zahid; Boer, Friso De; Mukta, Md. Saddam Hossain (SAGE Publications, 2023-11-06)
    COVID-19, pneumonia, and tuberculosis have had a significant effect on recent global health. Since 2019, COVID-19 has been a major factor underlying the increase in respiratory-related terminal illness. Early-stage ...
  • Handwritten Polynomial Equation Recognition and Simplification Using Convolutional Neural Network 
    Shuvo, Shifat Nayme; Hasan, Fuad; Hossain, Syed Akhter; Abujar, Sheikh (11th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2020, IEEE, 2020-10-15)
    Polynomials are algebraic expressions involving a sum of powers in one or more variables multiplied by its coefficients. If x is a variable, a0x n +a1x n-1 +a2x n-2 +....+an then it's a (n) powers polynomial. Human is ...
  • Human Face Recognition Using Eigenface, SURF Method 
    Shamrat, F.M. Javed Mehedi; Ghosh, Pronab; Tasnim, Zarrin; Khan, Aliza Ahmed; Uddin, Md. Shihab; Chowdhury, Tahmid Rashik (Springer, 2022-01-01)
    One such complicated and exciting problem in computer vision and pattern recognition is identification using face biometrics. One such application of biometrics, used in video inspection, biometric authentication, surveillance, ...
  • Improving Image Compression with Adjacent Attention and Refinement Block 
    Jeny, Afsana Ahsan; Islam, MD Baharul; Junayed, Masum Shah; Das, Debashish (Daffodil International University, 2022-08-01)
    Recently, learned image compression algorithms have shown incredible performance compared to classic hand-crafted image codecs. Despite its considerable achievements, the fundamental disadvantage is not optimized for ...
  • Ishara-Bochon 
    Islam, Md. Sanzidul; Mousumi, Sadia Sultana Sharmin; Jessan, Nazmul A.; Rabby, AKM Shahariar Azad; Abujar, Sheikh; Hossain, Syed Akhter (Communications in Computer and Information Science, Springer, 2019-07-20)
    Ishara-Bochon, the first multipurpose comprehensive open access isolated digits dataset for Bangladeshi Sign Language (BdSL) is introduced in this article. Sign language digits is a major part of communication for deaf and ...
  • Leaf Diseases Detection for Commercial Cultivation of Obsolete Fruit in Bangladesh Using Image Processing System 
    Sheikh, Md. Helal; Mim, Tahmina Tashrif; Reza, Md. Shamim; Hena, Most. Hasna (Proceedings of the 2019 8th International Conference on System Modeling and Advancement in Research Trends, SMART 2019, IEEE, 2020-06-16)
    Bangladesh is country of seasons. Naturally the people of Bangladesh are blessed with various native seasonal fruits to fulfill their needs and appetites. So, hundreds of local fruits are cultivated through the yearlong ...
  • Mango Species Detection from Raw Leaves Using Image Processing System 
    Hena, Most. Hasna; Sheikh, Md. Helal; Reza, Md. Shamim; Marouf, Ahmed Al (Springer, 2021)
    Mango is the national tree of Bangladesh which is one of the most popular fruits here during the hot summer enriching the highest quality of nutrition. Various species of mango cover the fruit market making the summer ...
  • A Model for Identifying Historical Landmarks of Bangladesh from Image Content Using a Depth-Wise Convolutional Neural Network 
    Jeny, Afsana Ahsan; Junayed, Masum Shah; Atik, Syeda Tanjila; Mahamd, Sazzad (Springer, 2019-04-12)
    At present, tourism is considered to be one of the key factors shaping the development of a country’s economy. Most of the tourists tend to explore places that they find fascinating after watching pictures of that places ...
  • Music Playing and Wallpaper Changing System Based on Emotion from Facial Expression 
    Hosen, Protik; Himel, Nuruzzaman; Adil, Md. Asaduzzaman; Moon, Ms. Nazmun Nessa; Nur, Ms. Fernaz Narin (Advances in Intelligent Systems and Computing, Springer, 2018-12-12)
    Our faces contain a huge amount of information and it plays an important role in finding out of an individual‘s behavior. Facial expression analysis is the most effective way to detect human emotion. In this paper, we ...
  • Parallelizing Image Processing Algorithms for Face Recognition on Multicore Platforms 
    Mia, Kausar; Assaduzzaman, Mr. Md; Islam, Tariqul; Saha, Arnab; Akhund, Tajim Md. Niamat Ullah; Shaha, Sonjoy Prosad; Razzak, Md. Abdur; Dhar, Angkur (Daffodil International University, 2022-11-11)
    A good face detection system should have the ability to identify objects with varying degrees of illumination and orientation. It should also be able to respond to all the possible variations in the image. The image of ...
  • A Performance Based Study on Deep Learning Algorithms in the Effective Prediction of Breast Cancer 
    Ghosh, Pronab; Azam, Sami; Hasib, Khan Md.; Karim, Asif; Jonkman, Mirjam; Anwar, Adnan (2021 International Joint Conference on Neural Networks (IJCNN), IEEE, 2021-09-21)
    Breast Cancer is one of the leading causes of death worldwide. Early detection is very important in increasing survival rates. Intensive research is therefore done to improve early detection of such cancers through the use ...
  • Potato Disease Detection Using Machine Learning 
    Tarik, Marjanul Islam; Akter, Sadia; Al Mamun, Abdullah; Sattar, Abdus (2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), IEEE, 2021-03-31)
    In Bangladesh potato is one of the major crops. Potato cultivation has been very popular in Bangladesh for the last few decades. But potato production is being hampered due to some diseases which are increasing the cost ...
  • Prediction of Rice Disease from Leaves Using Deep Convolution Neural Network towards a Digital Agricultural System 
    Al-Amin, Md.; Karim, Dewan Ziaul; Bushra, Tasfia Anika (2019 22nd International Conference on Computer and Information Technology, ICCIT 2019, IEEE, 2020-03-19)
    Rice is considered as the main food for about 140 million people in Bangladesh. Rice, as a food, does not only fulfill the protein or calorie intake of an average person, but also rice production plays a vital role in terms ...
  • Proposal of a New Method for Image Encryption and Decryption Technique 
    Seam, Md. Seamul Islam; Islam, Md. Moktarul; Miah, Mohammad Badrul Alam; Paul, Bikash Kumar; Uddin, Muhammad Shahin; Ahmed, Kawsar (2019 IEEE International Conference on Signal Processing, Information, Communication & Systems (SPICSCON), IEEE, 2020-04-16)
    The proposed paper is reported image encryption and decryption using a new random number generator technique named Seam's Random Number (SRN) generator. The generated random sequences perform XOR operation with gray scale ...

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