4.8.08

Aplikasi Penglihatan Komputer

Penglihatan komputer (computer vision) merupakan cabang ilmu yang mempunyai wilayah aplikasi yang sangat luas. Berikut ini adalah daftar aplikasi yang mungkin dan pernah diteliti.
(dicomot/disadur dari sini)
  1. Pertanian/Kehutanan: Kendali penanganan tanaman, Survei hutan/pencacahan pucuk tanaman(Lihat juga Deteksi kebakaran), Penentuan mutu buah, Inspeksi bulir tanaman pangan, Kendali panen, Manajemen tanah,Identifikasi parasit dan penyakit tanaman, Pemantauan kondisi/kesehatan tanaman, Identifikasi serbuk sari, Estimasi keranuman buah, Identifikasi spesies, Dunia perkayuan/timber, Estimasi produksi
  2. Pemantauan hewan/serangga: Analisa umur ikan, Pelacakan dan pembuatan model ikan, Pelacakan kawanan unggas, Analisis perilaku dan pelacakan serangga, Pemantauan hewan hamil
  3. Konstruksi/Arsitektur: Aplikasi arkeologi, Deskripsi bangunan, Survei lokasi pembangunan, Pengenalan bangunan, Rekonstruksi model, Sewer Survey
  4. Pengenalan karakter (cetak maupun tulisan tangan): Tulisan arab (modern), Huruf Bengali, Tulisan China, Pengenalan karakter Farsi (Persia), Pengenalan karakter Ethiopia, Jepang, Korea, Huruf Romawi (Kursif, Cetak tangan, Cetak mesin), South Indian (Tamil, Malayalam, Kannada) Character Recognition, Normalisasi huruf miring, Angka Arab
  5. Aplikasi komersial: Advertising, Cek bank, Pembacaan bar-code, Pengenalan dan verifikasi mata uang, Verifikasi segel, Identifikasi dan verifikasi tanda tangan
  6. Budaya: Analisis dan pemodelan peninggalan budaya, Deskripsi tari-tarian, Pencocokan, deskripsi gaya, dan otentikasi lukisan
  7. Pengolahan Dokumen: Pemahaman diagram (Cetak biru, Cartoons/Sketches, Electronic Circuits, Floor Plan Analysis, Map Analysis, Music Scores), Document Mosaicing, Equation Understanding, Form and Layout Understanding, Handwritten Note Cleaning, Letter Analysis, Post Code Recognition, Post Metering Analysis, Signature/Writer Verification, Skew Correction, Trademark Database Indexing, Watermark Extraction
  8. Entertainment/Media Industry: Augmented Reality/Mixed Reality(Registration, Virtual Sets), Color Processing (Color Demosaicing, Color Matching, Decoloring/optimal color to grey conversion, Computer Games (Player Adaptation/Insertion), Video (Coding, Compression (See Image Compression), Cut Detection/Scene Segmentation, Databases, Post-Production, Video Copy Detection, Video Digitization, Video Inpainting)
  9. Environmental Analysis/Monitoring: Oil Spill Analysis
  10. Forensic: Crime Scene Reconstruction, Face Indexing and Identification (See also Heads and Faces), Fingerprint Indexing and Identification, Shoeprint Recognition
  11. Human
    1. Body
      1. Behavior Analysis
      2. Biometrics
      3. Detection
        1. Part-Based Body Detection
        2. Whole Body Detection
      4. Gait Analysis
      5. Gender Recognition
      6. Model Acquisition and Animation
      7. Motion Tracking
      8. Movement Analysis and Shape Recovery
        1. Appearance Based Approaches
          1. Articulated
          2. Exemplar Based
        2. Data Acquisition
          1. Multi-View
          2. Single View
        3. Geometric Model Based Approaches
          1. 2D Articulated
          2. 3D Articulated
          3. Exemplar Based
          4. Loose Models
          5. Marker Based
          6. Pose Tracking
        4. Pose Estimation
          1. Joint-Angle Estimation
          2. Posture Estimation
      9. Person Location/Counting/Following
      10. Posture Analysis
      11. Walker Identification
    2. Hands
      1. Finger Vein Silhouette Pattern
      2. Gesture Detection and Analysis
      3. Hand Sign Recognition
      4. Location and Tracking
      5. Palm Print Verification
    3. Heads and Faces
      1. Authentication and Identification
        1. 3D Data Methods
        2. Color Texture Methods
        3. Ear Recognition
        4. Frontal
        5. Intensity Texture Methods
        6. Iris recognition
        7. Model Based Methods
        8. Profile
      2. Detection, Location and Tracking
      3. Encoding and Compression
      4. Expression Understanding
      5. Eye Blink State Detection
      6. Eye Location / Tracking
      7. Feature Location and Tracking
      8. Gaze Location, Direction Estimation and Tracking
      9. Lip Shape Analysis, Tracking and Reading
      10. Model Acquisition and Animation
      11. Skin Color Analysis

  12. Human-Computer Interfaces: Assistive Interfaces (Blind/Visually Impaired Person Support, Visual Mouse), Game Interfaces
  13. Image and Video Enhancement and Restoration (See also Noise Reduction and Image Restoration): Camera Motion Compensation/De-jittering, Color Correction, Motion Deblurring, Focus Blurring Correction, Red Eye Detection and Correction, Object Removal, Prettification, Scratch and Artifact Removal, Tampering Detection, Video Restoration
  14. Industrial: Factory Automation (Assembly Feedback), Food Manufacture, Inspection (Carpet, Disk Head, Glass and Ceramics, Industrial Parts/Castings, Integrated Circuits, Leather, Paper, Particle Counting, Printed Circuit Boards, Solder Joints, Steel, Structural Strain, Structural Crack Detection, Textiles/Fabrics, Timber/Wood (See Forestry->Timber)), Part Pose Estimation, Part Recognition, Process Control (Paint Spraying, Robot control and feedback, Weld Seam Tracking, Wood Use/Timber Cutting (See Forestry->Timber)), Reverse Engineering
    (Reverse engineering from Diagrams, From Motion, Reverse engineering from Object Contours, From Range Data, From Single Views, From Sparse 3D), Steam and Smoke Detection
  15. Leisure and Entertainment
  16. Measurement
  17. Medical (Veterinary and Human)
    1. Animal Disease and Parasite Identification
    2. Intensity Image Based
      1. Colposcopy/Cervical Abnormality
      2. Retinal Images
      3. Skin Analysis, including Cancer
    3. Microscope-Based
      1. Cell Nucleus Segmentation
      2. Chromosome Analysis
      3. Lymphoma Analysis
    4. Multi-Mode/Multi-Image Registration and Fusion
    5. Scanner-Based
      1. Abdominal Organ Extraction
      2. Aneurysm Detection
      3. Arterial Tree Segmentation
      4. Bone Detection and Segmentation
      5. Cardiac Shape Extraction and Tracking
      6. Cartiladge Analysis
      7. Cortical Shape Extraction
      8. Limb Extraction
      9. Mid-saggital Plane Detection
      10. Radiotherapy Planning
      11. Real-time Surgical Support
      12. Structure Extraction
      13. Tumor Detection
      14. Virtual Endoscopy
    6. Ultrasound-based
      1. 3D Reconstruction
      2. Cardiac Monitoring
      3. Fetal Monitoring
      4. Ovarian
    7. Xray-based
      1. Angiography
      2. Bone Densitometry
      3. Breast Scan/Mammogram
      4. General Tumor Detection
      5. Lung Status
      6. Skeletal Age Estimation
    8. Other
      1. DNA/Genome Analysis
      2. Hand-washing monitoring
      3. Skeletal Scintigraphy
  18. Military: Aircraft Identification/Tracking, Missile Tracking, Target Recognition/Tracking, Vehicle Detection
  19. Navigation, Mobility and Vehicle Control: Docking Control, Ground Tracking and Following, Local Traffic Analysis, Map Registration and Self-Localization (Optical, Landmark Detection, Radar/Range Sensing/acoustic, View Frames), Obstacle Detection and Avoidance, Road Following, Trajectory Correction, Vehicle Control
  20. Remote Sensing: Airport Analysis, Landing Strip Identification, Building Detection, Change Detection (See Change and Moving Object Detection), Cloud Identification/Tracking, Crop/Land-Use Identification and Survey, Drainage Network Analysis, Image-to-Map Registration, Multiple Scan Registration, Photogrammetry, Road Detection, Extraction and Matching, Sea/Ocean Wave Analysis, Sea Ice Detection, Ship/Seaport Analysis, Terrain Analysis and Understanding
  21. Robotics
    1. Robot Localization
      1. Marker Based
      2. Omni-directional Cameras
      3. SLAM Based
      4. Visual Servoing
    2. Robo-Cup Soccer Analysis
  22. Safety: Curb/Kerb and Step Detection, Flame and Fire Detection, Land Mine Detection, Microwave Cold Spot Detection, Particle Counting
  23. Scientific: Astronomical(Star Catalogue), Metallurgical Crystal Analysis, Physics (Particle Tracking), Protein Folding Recognition
  24. Security and Surveillance: Anomalous Behavior Detection, Background Labelling, Car Park Surveillance, Change Detection (See Change and Moving Object Detection), Intruder Detection and Tracking, Metal Detection, Pedestrian Surveillance, Surveillance Prioritization, Workflow Verification and Monitoring
  25. Sports: Event Detection/analysis, Play Annotation
  26. Traffic and Transport: Airport Monitoring, Driver Alertness Monitoring, Driver Support, Pedestrian Detection, Road Sign Identification, Road/Railroad Structure Analysis, Seaport Monitoring, Traffic Analysis, Vehicle Detection, Monitoring and Tracking, Vehicle License/Number Plate Analysis
  27. Virtual Reality: Architectural Model Construction (see Architectural/Construction Model Reconstruction) , Object Model Construction, VR from Intensity Data, VR from Range Data
  28. Other: Image Mosaicing, Image Sequence Stabilization, Texture Synthesis

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