TY  - BOOK
AU  - Manza,Ramesh
AU  - Gawali,Bharti
AU  - Yannawar,Pravin
AU  - Juwono,Filbert
TI  - Proceedings of the First International Conference on Advances in Computer Vision and Artificial Intelligence Technologies (ACVAIT 2022)
T2  - Advances in Intelligent Systems Research Series
SN  - 9464631961
AV  - TA1634 
U1  - 006.3/7 23/eng/20241107
PY  - 2023///
CY  - Dordrecht
PB  - Atlantis Press (Zeger Karssen)
KW  - Computer vision
KW  - Congresses
KW  - Artificial intelligence
KW  - Electronic book
N1  - Description based upon print version of record; 5 Result and Discussion; Intro -- Preface -- Organization -- Contents -- Peer-Review Statements -- 1 Review Procedure -- 2 Quality Criteria -- 3 Key Metrics -- An Improved Computer Aided System for Lung Cancer Detection using Image Processing Techniques -- 1 Introduction -- 2 Literature survey -- 3 Methodology -- 4 Result -- 5 Conclusion -- References -- Automated Detection of Tuberculosis Based on Cantilever Biosensor -- 1 Introduction -- 2 Bio-Mems Cantilever Sensor -- 3 Experimental Details -- 4 Result and Discussion -- References; Diagnosing Microscopic Blood Samples for Early Detection of Leukemia by Deep and Hybrid Learning Techniques -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Description of Two Datasets -- 3.2 Pre-processing -- 3.3 Convolutional Neural Networks (CNN) -- 3.4 Hybrid of Deep and Machine Learning -- 4 Experimental Result -- 4.1 Splitting Dataset -- 4.2 Evaluation Metrics -- 4.3 CNN Models Results -- 4.4 Results of the Hybrid CNN with SVM Algorithm -- 5 Discussion -- 6 Conclusion -- References -- Lung Cancer Nodules Detection Using Ideal Features Extraction Technique in CT Images; 1 Introduction -- 2 Related Work -- 3 Methods and materials -- 3.1 Dataset -- 3.2 Image Preprocessing -- 3.3 Segmentation -- 3.4 Feature Extraction -- 3.5 Classification Using Hybrid-CNN -- 4 Result and Discussion -- 5 Conclusion -- References -- Fuzzy Level Set Search and Rescue Optimization (FLSSR) Based Segmentation of Pediatric Brain Tumor -- 1 Introduction -- 2 Related Work -- 3 Proposed Methodology -- 3.1 Preprocessing -- 3.2 Fuzzy Level Set Search and Rescue Optimization (FLSSR) for Segmentation Process: -- 4 Results and Discussions -- 5 Performance Evaluation -- 6 Conclusion -- References; Investigating EEG Images of Cognitive Actions for Robotic Arm -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Participants -- 3.2 Technical Analysis -- 3.3 Analyzing .edf Files via EEGLAB -- 3.4 Robotic Arm Overview -- 3.5 Active Region Identification -- 3.6 ERD and ERS for the Components in Frontal Region -- 4 Performance evaluation of the Robotic Arm -- 5 Result -- 6 Conclusion -- References -- Localization of Intervertebral Discs Using Deep-Learning and Region Growing Technique -- 1 Introduction -- 2 Review of the Literature -- 3 Proposed Methodology -- 3.1 Data; 3.2 Pre-processing -- 3.3 Proposed Method -- 4 Results and Discussion -- 4.1 Evaluation Matrices -- 4.2 Effect of Hourglass Attention Mechanism -- 5 Conclusion -- References -- Identification of Skin Disease Using Machine Learning -- 1 Introduction -- 2 Related Works -- 3 Method and Techniques -- 3.1 Input Images -- 3.2 Image Preprocessing -- 3.3 Filtering Techniques -- 3.4 Gaussian Filter -- 3.5 Image Segmentation -- 3.6 Support Vector Machine (SVM) -- 3.7 K-nearest Neighbor (KNN) -- 3.8 Feature Extraction -- 3.9 Color Moments -- 3.10 Texture Feature Extraction -- 4 Performance Measures; Open access versions available from some providers
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