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B. S. Manjunath

  1. Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
    2018/11/05 by Spyridon Bakas, Mauricio Reyes, Bakas, Spyridon +845 · 61 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.CV #cs.LG #stat.ML
  2. Detecting GAN generated Fake Images using Co-occurrence Matrices
    2019/03/15 by Lakshmanan Nataraj, Tajuddin Manhar Mohammed, Nataraj, Lakshmanan +13 · 28 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV #eess.IV
  3. VSGNet: Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions
    2020/03/11 by Oytun Ulutan, Ulutan, Oytun, Adnan Iftekhar +5 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #cs.CV
  4. Detection, Attribution and Localization of GAN Generated Images
    2020/07/20 by Michael Goebel, Goebel, Michael, Lakshmanan Nataraj +10 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV #eess.IV
  5. Generalizable Deepfake Detection with Phase-Based Motion Analysis
    2022/11/17 by Ekta Prashnani, Prashnani, Ekta, Michael Goebel +3 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  6. Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning
    2021/01/26 by Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Mohammed, Tajuddin Manhar +8 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CR #cs.CV #cs.LG
  7. Weakly Supervised Localization using Deep Feature Maps
    2016/03/01 by Archith J. Bency, Bency, Archith J., Heesung Kwon +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  8. Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery
    2016/10/16 by Archith J. Bency, Swati Rallapalli, Bency, Archith J. +9 · 1 citation
    Computer Science · Engineering · Environmental Science · #Automated Road and Building Extraction #Impact of Light on Environment and Health #Land Use and Ecosystem Services #cs.CV
  9. Resampling Forgery Detection Using Deep Learning and A-Contrario Analysis
    2018/03/01 by Arjuna Flenner, Flenner, Arjuna, Lawrence Peterson +10 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Processing Techniques and Applications #cs.CV
  10. Adversarial Attacks on Co-Occurrence Features for GAN Detection
    2020/09/16 by Michael Goebel, B. S. Manjunath, Goebel, Michael +1 · 1 citation
    Computer Science · Engineering · Psychology · #Adversarial Robustness in Machine Learning #Adversarial system #Artificial intelligence #Computer science #Deep learning #Detector #Digital Media Forensic Detection #Engineering #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Generative adversarial network #Generative grammar #Image and Video Processing (eess.IV) #Machine learning #Meaning (existential) #Natural language processing #Pattern recognition (psychology) #Psychology #Task (project management) #Telecommunications #eess.IV #electronic engineering #information engineering
  11. PCAMs: Weakly Supervised Semantic Segmentation Using Point Supervision
    2020/07/10 by R. Austin McEver, McEver, R. Austin, B. S. Manjunath +1 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.CV
  12. A computational geometry approach for modeling neuronal fiber pathways
    2021/08/02 by S. Shailja, Shailja, S., Angela Zhang +4 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Topological and Geometric Data Analysis #cs.CV
  13. MalGrid: Visualization Of Binary Features In Large Malware Corpora
    2022/11/04 by Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Mohammed, Tajuddin Manhar +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Data Analysis with R #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  14. Optimizing Region Selection for Weakly Supervised Object Detection
    2017/08/05 by Wenhui Jiang, Thuyen Ngo, Jiang, Wenhui +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification #cs.CV
  15. DDS: Decoupled Dynamic Scene-Graph Generation Network
    2023/01/18 by Adnan Iftekhar, Iftekhar, A S M, Raphael Ruschel +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications