Topik Penelitian Bidang Computer Vision dan Pengolahan Citra Digital

Berikut adalah beberapa contoh topik penelitian dan judul skripsi dan tesis pada bidang Computer Vision dan Pengolahan Citra Digital : 

• PENDETEKSIAN DAN PELACAKAN KENDARAAN UNTUK SISTEM MONITORING LALU LINTAS
• SISTEM DETEKSI, PELACAKAN DAN KLASIFIKASI KENDARAAN BERBASIS COMPUTER VISION MENGGUNAKAN ALGORITMA KALIBRASI KAMERA OTOMATIS 
• IDENTIFIKASI TELAPAK TANGAN (PALMPRINT) DENGAN EKSTRAKSI FITUR DIMENSI FRAKTAL DAN LACUNARITY
• FINGERPRINT IMAGE DE-NOISING USING MULTI-RESOLUTION ANALYSIS (MRA) THROUGH STATIONARY WAVELET TRANSFORM (SWT) METHOD
• PERBAIKAN KINERJA KECEPATAN PEMROSESAN DETEKSI DAN PELACAKAN KENDARAAN PADA SISTEM PELACAKAN KENDARAAN OTOMATIS MENGGUNAKAN BLOB 
• SISTEM PENGAWASAN LALU LINTAS OTOMATIS UNTUK PENGENALAN DAN PELACAKAN KENDARAAN BERBASIS COMPUTER VISION 
• PENGENALAN POLA UNTUK SISTEM KEAMANAN INDUSTRI MENGGUNAKAN INTEGRAL FUZZY SUGENO DAN MODULAR NEURAL NETWORKS
• SISTEM PENGAWASAN LALU LINTAS DAN DETEKSI KENDARAAN REAL-TIME PADA MALAM HARI BERBASIS COMPUTER VISION 
• PROPOSED MULTI-MODAL PALM VEINS-FACE BIOMETRIC AUTHENTICATION
• TEXTURE FEATURES FOR IMAGE RETRIEVAL USING GLCM
• ESTIMASI KECEPATAN KENDARAAN UNTUK SISTEM PENGAWASAN LALU LINTAS 
• SISTEM PELACAKAN KENDARAAN PADA LALU LINTAS MACET DAN MEMONITOR DETEKSI KEJADIAN MENGGUNAKAN TRACKING TRACE 
• A ROBUST TRAFFIC SURVEILLANCE SYSTEM FOR DETECTING AND TRACKING VEHICLES AT NIGHTTIME 
• GABOR FILTERS AND GREY-LEVEL CO-OCCURRENCE MATRICES IN TEXTURE CLASSIFICATION
• EMBEDDING COLOR VIDEO WATERMARK IN IMAGE USING ORTHOGONAL AND BI-ORTHOGONAL WAVELET TRANSFORM  
• IRIS RECOGNITION BASED ON COMBINED FEATURE OF GLCM AND WAVELET TRANSFORM
• A DUAL-STAGE ROBUST VEHICLE DETECTION AND TRACKING FOR REAL-TIME TRAFfiC MONITORING 
• DETEKSI KENDARAAN UNTUK PELACAKAN KENDARAAN PADA VIDEO PENGAWASAN LALU LINTAS MENGGUNAKAN ALGORITMA UNSUPERVISED LEARNING 
• TEXTURE SEGMENTATION USING DIFFERENT ORIENTATIONS OF GLCM FEATURES
• VEHICLE DETECTION AND TRACKING USING THE OPTICAL FLOW AND BACKGROUND SUBTRACTION 
• MULTI-VIEW INTELLIGENT VEHICLE SURVEILLANCE SYSTEM 
• VEHICLE DETECTION AND CLASSIFICATION FOR CLUTTERED URBAN INTERSECTION 
• AN AUTOMATED VEHICLE COUNTING SYSTEM BASED ON BLOB ANALYSIS FOR TRAFfiC SURVEILLANCE 
• A COMPUTER VISION MODEL FOR VEHICLE DETECTION IN TRAFFIC SURVEILLANCE
• GENERATING SITUATIONAL REPORT FOR NATURAL HAZARDS USING SOCIAL NETWORK DATA 
• PENGENALAN SIDIK JARI DENGAN MENGGUNAKAN ALGORITMA PENCOCOKAN STRING BOYER-MOORE
• MOVING VEHICLE DETECTION FOR AUTOMATIC TRAFfiC MONITORING 
• AN AUTOMATED VEHICLE COUNTING SYSTEM BASED ON BLOB ANALYSIS FOR TRAFFIC SURVEILLANCE 
• SISTEM PENGENALAN SIDIK JARI TERINTEGRASI DENGAN EMBEDDED SYSTEM
• A ROBUST FRAMEWORK FOR MULTI-VEHICLE DETECTION, CLASSIfiCATION AND TRACKING
• AUTOMATIC VEHICLE DETECTION DURING NIGHTTIME USING BRIGHT PIXEL SEGMENT WITH SPATIAL TEMPORAL TECHNIQUE  
• AN AUTOMATED VEHICLE COUNTING SYSTEM BASED ON BLOB ANALYSIS FOR TRAFFIC SURVEILLANCE
• CO-OCCURRENCE MATRIX AND ITS STATISTICAL FEATURES AS A NEW APPROACH FOR FACE RECOGNITION 
• MOVING VEHICLE IDENTIFICATION USING BACKGROUND REGISTRATION TECHNIQUE FOR TRAFFIC SURVEILLANCE 
• IMAGE QUALITY ANALYSIS USING GLCM
• PERBAIKAN EFISIENSI PADA PELACAKAN DAN KLASIFIKASI KENDARAAN UNTUK SISTEM PENGAWASAN LALU LINTAS OTOMATIS 
• PENGENALAN SIDIK JARI DENGAN ALGORITMA DETEKSI MINUTIAE
• TRAFFIC DENSITY ESTIMATION, VEHICLE CLASSIFICATION AND STOPPED VEHICLE DETECTION FOR TRAFFIC SURVEILLANCE SYSTEM USING PREDEFINED TRAFFIC VIDEOS 
• MULTI-VIEW VEHICLE DETECTION AND TRACKING IN CROSSROADS
• TRAFFIC MONITORING WITHOUT SINGLE CAR DETECTION FROM OPTICAL AIRBORNE IMAGES 
• SISTEM PENGENALAN WAJAH PADA SUBRUANG ORTHOGONAL DENGAN MENGGUNAKAN LAPLACIANFACES TERDEKOMPOSISI QR 
• MOVING VEHICLE IDENTIFICATION USING BACKGROUND REGISTRATION TECHNIQUE FOR TRAFFIC SURVEILLANCE 
• DEVELOPMENT OF A ROBUST MONOCULAR-BASED VEHICLE DETECTION AND TRACKING SYSTEM
• ALGORITMA PENCARIAN CITRA SIDIK JARI BERDASARKAN KLASTER BASIS DATA
• SVM CLASSIFIER FOR VEHICLE SURVEILLANCE UNDER NIGHTTIME VIDEO SCENES
• 3D VEHICLE EXTRACTION AND TRACKING FROM MULTIPLE VIEWPOINTS FOR TRAFfiC MONITORING BY USING PROBABILITY FUSION MAP
• REAL TIME VEHICLE DETECTION AND COUNTING METHOD FOR UNSUPERVISED TRAFFIC VIDEO ON HIGHWAYS
• TEXTURES OF OPTICAL FLOW FOR REAL-TIME ANOMALY DETECTION IN CROWDS
• CO-OCCURRENCE BASED STATISTICAL APPROACH FOR FACE RECOGNITIONTEXTURE-BASED IMAGE RETRIEVAL BY EDGE DETECTION MATCHING GLCM
• IMPROVING PERFORMANCE OF TEXTURE BASED FACE RECOGNITION SYSTEMS BY SEGMENTING FACE REGION
• IMAGE RETRIEVAL USING TEXTURE FEATURES EXTRACTED FROM GLCM, LBG AND KPE 
• FACE RECOGNITION USING EIGENFACES
• OBJECT BASED GEOMETRICAL AND TEXTURE FEATURE EXTRACTION OF FACE FROM FRONT VIEW 
• LOCAL APPEARANCE BASED FACE RECOGNITION USING DISCRETE COSINE TRANSFORM
• TRAINING OF CELLULAR AUTOMATA FOR IMAGE FILTERING
• PROPOSED MULTI-MODAL PALM VEINS-FACE BIOMETRIC AUTHENTICATION
• SISTEM DETEKSI PENYAKIT KULIT OTOMATIS MENGGUNAKAN CIRI TEKSTUR
• PALMPRINT RECOGNITION BASED ON LOCAL HARALICK FEATURES
• TEXTURE CHARACTERIZATION IN REMOTE SENSING IMAGERY USING BINARY CODING TECHNIQUES 
• AN FPGA-BASED ARCHITECTURE FOR REAL TIME IMAGE FEATURE EXTRACTION
• A HYBRID MEMETIC ALGORITHM (GENETIC ALGORITHM AND GREAT DELUGE LOCAL SEARCH) WITH BACK-PROPAGATION CLASSIFIER FOR FISH RECOGNITION 
• FACE SPOOFING DETECTION THROUGH PARTIAL LEAST SQUARES AND LOW-LEVEL DESCRIPTORS
• AN AUTOMATIC IDENTIFICATION SYSTEM OF HUMAN SKIN IRRITATION 
• KLASIFIKASI USIA DENGAN CITRA WAJAH MENGUNAKAN GLCM DAN SVM
• GREY LEVEL CO-OCCURRENCE MATRICES : GENERALISATION AND SOME NEW FEATURES
• IMAGE TEXTURE FEATURE EXTRACTION USING GLCM APPROACH
• PENGEMBANGAN ALGORITMA MATEMATIKA UNTUK SISTEM PENGENALAN SIDIK JARI OTOMATIS
• FACIAL GENDER RECOGNITION USING EYES IMAGES 
• FACE RECOGNITION USING LINE EDGE MAP 
• DETEKSI KONDISI ORGAN PANKREAS MELALUI IRIS MATA MENGGUNAKAN JARINGAN SYARAF TIRUAN METODE PERAMBATAN BALIK DENGAN PENCIRIAN GLCM 
• PENCOCOKAN SIDIK JARI DENGAN ALGORITMA SOM
• AN INTRINSIC COORDINATE SYSTEM FOR FINGERPRINT MATCHING
• AUTOMATED FACIAL FEATURE POINTS EXTRACTION 
• STUDY OF FACE EXPRESSION RECOGNITION BASED ON GLCM AND CGA
• PENGENALAN SIDIK JARI MENGGUNAKAN ALGORITMA PENCOCOKAN ADAPTIF BERDASARKAN PENJAJARAN MINUTIAE
• APLIKASI ALGORITMA PENCOCOKAN STRING KNUTH-MORRIS-PRATT (KPM) DALAM PENGENALAN SIDIK JARI
• PENGGUNAAN GLCM DAN SVM DALAM KLASIFIKASI USIA BERDASARKAN CIRI TEKSTUR WAJAH
• PENINGKATAN KUALITAS CITRA SIDIK JARI MENGGUNAKAN FFT (FAST FOURIER TRANSFORM) 
• APLIKASI SISTEM PENGENALAN INDIVIDU BERBASIS SIDIK JARI PADA PENGEMBANGAN PORTAL OTOMATIS 
• STUDI SCANNER SIDIK JARI ULTRASONIK DENGAN MENGGUNAKAN CERMIN AKUSTIK 
• ANALISIS STEGNOGRAFI DENGAN PENGKODEAN LSB DALAM CITRA DIGITAL MENGGUNAKAN GLCM DAN NEURAL NETWORKS 
• ESTIMASI KEPADATAN LALU LINTAS OTOMATIS DAN KLASIFIKASI KENDARAAN UNTUK SISTEM PENGAWASAN LALU LINTAS MENGGUNAKN NEURAL NETWORKS
• PENCOCOKAN SIDIK JARI DENGAN ALGORITMA GENETIK 
• ANALISIS PROPORSI GARIS SIMIAN, POLA DAN JUMLAH RIGI SIDIK JARI PADA KELOMPOK RETARDASI MENTAL DAN KELOMPOK NORMAL 
• DETEKSI DAN PELACAKAN PERGERAKAN MANUSIA DAN KENDARAAN UNTUK PREDIKSI KELOWONGAN RUANG TEMPAT PARKIR
• PEMBENTUKAN KODE TELAPAK TANGAN (PALM CODE) BERBASIS METODE GABOR 2D 
• MULTIFEATURE PALMPRINT RECOGNITION USING FEATURE LEVEL FUSION
• A REAL-TIME COMPUTER VISION SYSTEM FOR VEHICLE TRACKING AND TRAC SURVEILLANCE
• ONE-DIMENSIONAL GREY-LEVEL CO-OCCURRENCE MATRICES FOR TEXTURE CLASSIFICATION 
• IMPROVING TEXTURE RECOGNITION USING COMBINED GLCM AND WAVELET FEATURES