Best SCI Journals for Computer Vision and Pattern Recognition

Best SCI Journals for Computer Vision and Pattern Recognition are listed here you can receive help with writing and organizing your paper. Our writers ensure your research is presented clearly. Our team highlights the uniqueness and importance of your research.

Key Areas of Performance Analysis in Computer Vision and Pattern Recognition

  1. Algorithm Performance
  • Accuracy: Measure how often the algorithm correctly identifies or classifies objects. Common metrics include precision, recall, F1 score, and accuracy.
  • Robustness: Evaluate how well the algorithm performs under various conditions, such as changes in lighting, occlusion, or noise.
  • Speed: Assess the time taken for the algorithm to process images or video frames. This includes both inference time and training time.
  • Scalability: Analyze how well the algorithm scales with increasing image resolution or the size of the dataset.
  1. Feature Extraction and Representation
  • Effectiveness: Evaluate how well the extracted features represent the underlying data and contribute to accurate classification or detection.
  • Dimensionality Reduction: Analyze the impact of dimensionality reduction techniques (e.g., PCA, t-SNE) on the performance and interpretability of features.
  1. Object Detection and Localization
  • Precision and Recall: Measure the accuracy of object detection algorithms in terms of how many objects are correctly identified and localized.
  • Bounding Box Quality: Assess the quality of bounding boxes in terms of overlap with ground truth (e.g., Intersection over Union, IoU).
  • Detection Speed: Evaluate the real-time performance of object detection algorithms, particularly for applications like autonomous driving.
  1. Image Classification
  • Classification Accuracy: Assess the accuracy of classification algorithms in assigning images to the correct categories.
  • Confusion Matrix: Use confusion matrices to understand how well the algorithm distinguishes between different classes and identify potential areas for improvement.
  • Class Imbalance: Analyze how well the algorithm handles imbalanced datasets where some classes are underrepresented.
  1. Image Segmentation
  • Segmentation Accuracy: Measure how accurately the algorithm segments different regions or objects in an image.
  • Boundary Detection: Evaluate the precision of boundary detection and the quality of segmented regions.
  • Computational Efficiency: Assess the efficiency of segmentation algorithms in terms of processing time and memory usage.
  1. Pattern Recognition
  • Pattern Matching Accuracy: Evaluate the performance of pattern recognition algorithms in identifying and matching patterns within images.
  • Feature Matching: Assess the accuracy and robustness of feature matching algorithms in applications like object recognition and tracking.
  1. Performance Metrics
  • Quantitative Metrics: Use metrics such as accuracy, precision, recall, F1 score, and AUC-ROC to evaluate algorithm performance.
  • Qualitative Evaluation: Perform visual inspection of results to assess the quality and practicality of the outputs.
  1. Training and Generalization
  • Overfitting and Underfitting: Analyze whether the model is overfitting (performing well on training data but poorly on test data) or underfitting (performing poorly on both).
  • Cross-Validation: Use cross-validation techniques to ensure that the model generalizes well to unseen data.
  1. Real-Time Processing
  • Latency: Measure the delay between input and output in real-time applications such as video analysis and augmented reality.
  • Throughput: Evaluate the system’s ability to process multiple frames or images per second.
  1. Resource Utilization
  • Computational Resources: Assess the computational resources required by the algorithm, including CPU, GPU, and memory usage.
  • Power Consumption: For embedded systems and mobile devices, analyze the power consumption of computer vision algorithms.

List Of High Impact Factor Vision and Pattern Recognition Journals

List Of High Impact Factor Vision and Pattern Recognition Journals are shared by phdservices.org get your research work done under one roof . We enhance compatibility by following your journal’s guidelines, broadening your chances for publication.

S.no

Title

Subject Area

Print ISSN

1.      

Journal of the Optical Society of America A: Optics and Image Science, and Vision

Computer Vision and Pattern Recognition

10847529

2.      

Journal of Computer and Systems Sciences International

Computer Vision and Pattern Recognition

10642307

3.      

Machine Vision and Applications

Computer Vision and Pattern Recognition

9328092

4.      

Acta Cybernetica

Computer Vision and Pattern Recognition

0324721X

5.      

Signal Processing: Image Communication

Computer Vision and Pattern Recognition

9235965

6.      

IEICE Transactions on Information and Systems

Computer Vision and Pattern Recognition

9168532

7.      

Medical Image Analysis

Computer Vision and Pattern Recognition

13618415

8.      

Computing and Visualization in Science

Computer Vision and Pattern Recognition

14329360

9.      

Computerized Medical Imaging and Graphics

Computer Vision and Pattern Recognition

8956111

10.   

Speech Communication

Computer Vision and Pattern Recognition

1676393

11.   

Computer Vision and Image Understanding

Computer Vision and Pattern Recognition

10773142

12.   

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Computer Vision and Pattern Recognition

10636919

13.   

IEEE Transactions on Pattern Analysis and Machine Intelligence

Computer Vision and Pattern Recognition

1628828

14.   

Digital Signal Processing: A Review Journal

Computer Vision and Pattern Recognition

10512004

15.   

International Journal of Pattern Recognition and Artificial Intelligence

Computer Vision and Pattern Recognition

2180014

16.   

Pattern Analysis and Applications

Computer Vision and Pattern Recognition

14337541

17.   

Pattern Recognition

Computer Vision and Pattern Recognition

313203

18.   

Pattern Recognition Letters

Computer Vision and Pattern Recognition

1678655

19.   

Computers and Graphics

Computer Vision and Pattern Recognition

978493

20.   

Proceedings of the Information Visualization Conference

Computer Vision and Pattern Recognition

10939547

21.   

IEEE Transactions on Visualization and Computer Graphics

Computer Vision and Pattern Recognition

10772626

22.   

Signal Processing

Computer Vision and Pattern Recognition

1651684

23.   

Image and Vision Computing

Computer Vision and Pattern Recognition

2628856

24.   

Journal of Visual Communication and Image Representation

Computer Vision and Pattern Recognition

10473203

25.   

Presence: Teleoperators and Virtual Environments

Computer Vision and Pattern Recognition

10547460

26.   

Imaging Science Journal

Computer Vision and Pattern Recognition

13682199

27.   

Visual Computer

Computer Vision and Pattern Recognition

1782789

28.   

International Journal of Speech Technology

Computer Vision and Pattern Recognition

13812416

29.   

Journal of Mathematical Imaging and Vision

Computer Vision and Pattern Recognition

9249907

30.   

Annual International Conference of the IEEE Engineering in Medicine and Biology – Proceedings

Computer Vision and Pattern Recognition

1557170X 05891019

31.   

International Journal of Imaging Systems and Technology

Computer Vision and Pattern Recognition

8999457

32.   

IEEE International Conference on Intelligent Robots and Systems

Computer Vision and Pattern Recognition

 

33.   

International Journal of Computer Vision

Computer Vision and Pattern Recognition

9205691

34.   

Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence

Computer Vision and Pattern Recognition

10036059

35.   

Proceedings of the IEEE International Conference on Computer Vision

Computer Vision and Pattern Recognition

 

36.   

International Journal on Document Analysis and Recognition

Computer Vision and Pattern Recognition

14332833

37.   

Machine Graphics and Vision

Computer Vision and Pattern Recognition

12300535

38.   

Information Visualization

Computer Vision and Pattern Recognition

14738716

39.   

Pattern Recognition and Image Analysis

Computer Vision and Pattern Recognition

10546618

40.   

International journal of computer assisted radiology and surgery

Computer Vision and Pattern Recognition

18616410

41.   

IET Image Processing

Computer Vision and Pattern Recognition

17519659

42.   

Spatial Cognition and Computation

Computer Vision and Pattern Recognition

13875868

43.   

IET Computer Vision

Computer Vision and Pattern Recognition

17519632

44.   

Intelligent Data Analysis

Computer Vision and Pattern Recognition

1088467X

45.   

ACM International Conference Proceeding Series

Computer Vision and Pattern Recognition

 

46.   

Image Analysis and Stereology

Computer Vision and Pattern Recognition

15803139

47.   

Evolutionary Intelligence

Computer Vision and Pattern Recognition

18645909

48.   

International Journal of Biometrics

Computer Vision and Pattern Recognition

17558301

49.   

Cognitive Computation

Computer Vision and Pattern Recognition

18669956

50.   

Journal of Advanced Computational Intelligence and Intelligent Informatics

Computer Vision and Pattern Recognition

13430130

51.   

International Journal of Machine Learning and Cybernetics

Computer Vision and Pattern Recognition

18688071

52.   

IPSJ Transactions on Computer Vision and Applications

Computer Vision and Pattern Recognition

 

53.   

Journal of Uncertain Systems

Computer Vision and Pattern Recognition

17528909

54.   

Electronic Letters on Computer Vision and Image Analysis

Computer Vision and Pattern Recognition

15775097

55.   

Computer Optics

Computer Vision and Pattern Recognition

1342452

56.   

Intelligent Decision Technologies

Computer Vision and Pattern Recognition

18724981

57.   

International Journal of Computational Vision and Robotics

Computer Vision and Pattern Recognition

17529131

58.   

IET Biometrics

Computer Vision and Pattern Recognition

20474938

59.   

Iranian Journal of Science and Technology – Transactions of Electrical Engineering

Computer Vision and Pattern Recognition

22286179

60.   

Journal of Information Hiding and Multimedia Signal Processing

Computer Vision and Pattern Recognition

20734212

61.   

Multisensory research

Computer Vision and Pattern Recognition

22134794

62.   

Scientific Visualization

Computer Vision and Pattern Recognition

 

63.   

Journal of Advances in Information Fusion

Computer Vision and Pattern Recognition

15576418

64.   

Advances in Computer Vision and Pattern Recognition

Computer Vision and Pattern Recognition

21916586

65.   

Lecture Notes in Computational Vision and Biomechanics

Computer Vision and Pattern Recognition

22129391

66.   

Algorithmic Finance

Computer Vision and Pattern Recognition

21585571

67.   

International Journal of Computer Information Systems and Industrial Management Applications

Computer Vision and Pattern Recognition

 

68.   

Statistics, Optimization and Information Computing

Computer Vision and Pattern Recognition

2311004X

69.   

Journal of Artificial Intelligence and Soft Computing Research

Computer Vision and Pattern Recognition

20832567

70.   

Journal of Information Systems and Telecommunication

Computer Vision and Pattern Recognition

23221437

71.   

Cybernetics and Physics

Computer Vision and Pattern Recognition

22237038

72.   

Computer Science

Computer Vision and Pattern Recognition

15082806

73.   

Visualization in Engineering

Computer Vision and Pattern Recognition

 

74.   

International Journal of Computer-Assisted Language Learning and Teaching

Computer Vision and Pattern Recognition

21557098

75.   

Advanced Biomedical Engineering

Computer Vision and Pattern Recognition

 

76.   

International Journal of Image and Graphics

Computer Vision and Pattern Recognition

2194678

77.   

Computational Visual Media

Computer Vision and Pattern Recognition

20960433

78.   

International Journal of Advances in Intelligent Informatics

Computer Vision and Pattern Recognition

24426571

79.   

Cyber-Physical Systems

Computer Vision and Pattern Recognition

 

80.   

Journal of Imaging

Computer Vision and Pattern Recognition

 

81.   

IEEE Robotics and Automation Letters

Computer Vision and Pattern Recognition

 

82.   

CAAI Transactions on Intelligence Technology

Computer Vision and Pattern Recognition

24686557

83.   

Nature Machine Intelligence

Computer Vision and Pattern Recognition

 

84.   

Journal of Image and Graphics

Computer Vision and Pattern Recognition

10068961

85.   

Visual Computing for Industry, Biomedicine, and Art

Computer Vision and Pattern Recognition

2096496X