地理空間画像におけるコンピュータビジョン市場：タイプ、製品、用途、エンドユーザー産業別-2025-2030年の世界予測

地理空間画像におけるコンピュータビジョン市場は、2023年に8億7,620万米ドルと評価され、2024年には9億8,720万米ドルに達すると予測され、CAGR 12.76%で成長し、2030年には20億3,107万米ドルに達すると予測されています。

地理空間画像におけるコンピュータビジョンは、人工衛星、ドローン、空中カメラなど様々なソースから得られた画像を分析・解釈するための機械学習と画像処理技術の使用を指します。この技術が必要とされる背景には、農業、都市計画、防衛、環境モニタリングなどの分野で、正確でリアルタイムのデータ分析に対する需要が高まっていることがあります。その用途は、地図作成サービス、災害対応管理、天然資源管理、インフラ整備など多岐にわたる。最終用途の範囲には、政府機関、農業会社、マッピング＆測量会社、防衛組織などの分野が含まれます。市場の洞察によると、AIの進歩、衛星打ち上げの増加、スマートシティプロジェクトへの投資の増加によって、着実な成長軌道が後押しされています。成長に影響を与える主な要因は、予測分析とリアルタイムの意思決定を提供するためのGISとAIの統合です。精度を高め、手作業による監視の必要性を減らす、より洗練されたアルゴリズムの開発に機会があります。しかし、導入コストの高さ、データプライバシーへの懸念、技術の複雑さといった課題が成長を阻害する可能性があります。リアルタイムの3D画像処理、自動化された土地の変化検出、クラウドベースの画像処理といった分野では、イノベーションが花開く可能性があります。もう一つの有望な道は、衛星データへのアクセスの民主化で、新興企業や小規模企業がこの技術を活用できるようになります。市場は急速な技術進化と競合情勢を特徴としており、イノベーションのためのダイナミックな環境を作り出しています。企業は、高度なAIソリューションのためのテクノロジー企業とのコラボレーションに注力し、地理空間アプリケーションが拡大しているアジアやアフリカの新興市場を開拓することが推奨されます。この急速に進化する市場で持続的に成長するためには、研究開発への継続的な投資と規制の変化に遅れを取らないことが重要です。

市場力学：急速に進化する地理空間画像におけるコンピュータビジョン市場の主要市場インサイトを公開

地理空間画像におけるコンピュータビジョン市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 売上増加のための企業によるGISサービスへの需要の高まり
  • 災害管理の改善に対する政府当局の関心の高まり
  • 地理空間特徴の自動検出と抽出のためのコンピュータアルゴリズムのニーズの増加
• 市場抑制要因
  • コンピュータビジョンによる地理空間画像に関連する高コスト
• 市場機会
  • コンピュータビジョンにおけるAIの導入による最近の進歩
  • 輸送・物流分野におけるGIS技術の採用
• 市場の課題
  • ソフトウェアのインストールや運用に伴う問題

ポーターの5つの力：地理空間画像におけるコンピュータビジョン市場をナビゲートする戦略ツール

ポーターの5つの力」フレームワークは、市場情勢の競合情勢を把握するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：地理空間画像におけるコンピュータビジョン市場における外部からの影響の把握

外部マクロ環境要因は、地理空間画像におけるコンピュータビジョン市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析地理空間画像におけるコンピュータビジョン市場における競合情勢の把握

地理空間画像におけるコンピュータビジョン市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス地理空間画像におけるコンピュータビジョン市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、地理空間画像におけるコンピュータビジョン市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨地理空間画像におけるコンピュータビジョン市場における成功への道筋を描く

地理空間画像におけるコンピュータビジョン市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 売上増加を目的とした企業によるGISサービスの需要増加
    • 政府当局は災害管理の改善にますます力を入れている
    • 地理空間特徴の自動検出と抽出のためのコンピュータアルゴリズムの必要性が高まっている
  • 抑制要因
    • コンピュータビジョンによる地理空間画像に関連する高コスト
  • 機会
    • コンピュータビジョンにおけるAIイントロダクションの最近の進歩
    • 運輸・物流分野におけるGIS技術の導入
  • 課題
    • ソフトウェアのインストールや操作に関する問題
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 地理空間画像におけるコンピュータビジョン市場：タイプ別

• 画像分析
• ビデオ分析

第7章 地理空間画像におけるコンピュータビジョン市場：製品別

• PCベースのコンピュータビジョンシステム
• スマートカメラベースのコンピュータビジョンシステム

第8章 地理空間画像におけるコンピュータビジョン市場：用途別

• 保全と調査
• 建設・開発
• 災害管理
• エネルギーと資源管理
• 展示会とライブエンターテイメント
• 監視とモニタリング

第9章 地理空間画像におけるコンピュータビジョン市場エンドユーザー業界別

• 農業
• 防衛とセキュリティ
• エネルギー、ユーティリティ、天然資源
• エンジニアリングと建設
• 環境モニタリング
• 政府
• ヘルスケアとライフサイエンス
• 保険
• 鉱業および製造業

第10章 南北アメリカの地理空間画像におけるコンピュータビジョン市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域の地理空間画像におけるコンピュータビジョン市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカの地理空間画像におけるコンピュータビジョン市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Aerial Vantage, Inc.
• Alphabet, Inc.
• Alteryx, Inc.
• Cognex Corporation
• Intel Corporation
• Keyence Corporation
• L3 Harris Geospatial
• Matterport, Inc.
• Microsoft Corporation
• OMRON Corporation
• Oracle Corporation
• Sony Semiconductor Solutions Corporation
• Teledyne Digital Imaging Inc.
• Texas Instruments Incorporated
• Trimble Inc.
• ZillionInfo

LIST OF FIGURES

• FIGURE 1. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET RESEARCH PROCESS
• FIGURE 2. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 17. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 23. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET DYNAMICS
• TABLE 7. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY IMAGERY ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PC-BASED COMPUTER VISION SYSTEM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY SMART CAMERA-BASED COMPUTER VISION SYSTEM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY CONSERVATION & RESEARCH, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY CONSTRUCTION & DEVELOPMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY DISASTER MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY ENERGY & RESOURCE MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY EXHIBITION & LIVE ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY SURVEILLANCE & MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY AGRICULTURE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY DEFENSE & SECURITY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY ENERGY, UTILITY, & NATURAL RESOURCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY ENGINEERING & CONSTRUCTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY ENVIRONMENTAL MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY INSURANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY MINING & MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 32. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 33. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 34. AMERICAS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 35. ARGENTINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 36. ARGENTINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 37. ARGENTINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 38. ARGENTINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 39. BRAZIL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 40. BRAZIL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 41. BRAZIL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 42. BRAZIL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 43. CANADA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 44. CANADA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 45. CANADA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 46. CANADA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 47. MEXICO COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 48. MEXICO COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 49. MEXICO COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 50. MEXICO COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 51. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 52. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 53. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 54. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 55. UNITED STATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 56. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 57. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 58. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 59. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 60. ASIA-PACIFIC COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 61. AUSTRALIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 62. AUSTRALIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 63. AUSTRALIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 64. AUSTRALIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 65. CHINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 66. CHINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 67. CHINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 68. CHINA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 69. INDIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 70. INDIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 71. INDIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. INDIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 73. INDONESIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 74. INDONESIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 75. INDONESIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 76. INDONESIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 77. JAPAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 78. JAPAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 79. JAPAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 80. JAPAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 81. MALAYSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 82. MALAYSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 83. MALAYSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 84. MALAYSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 85. PHILIPPINES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 86. PHILIPPINES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 87. PHILIPPINES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 88. PHILIPPINES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 89. SINGAPORE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 90. SINGAPORE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 91. SINGAPORE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 92. SINGAPORE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 93. SOUTH KOREA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 94. SOUTH KOREA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 95. SOUTH KOREA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 96. SOUTH KOREA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 97. TAIWAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 98. TAIWAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 99. TAIWAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 100. TAIWAN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 101. THAILAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 102. THAILAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 103. THAILAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 104. THAILAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 105. VIETNAM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 106. VIETNAM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 107. VIETNAM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. VIETNAM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 109. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 110. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 111. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 112. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 113. EUROPE, MIDDLE EAST & AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 114. DENMARK COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 115. DENMARK COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 116. DENMARK COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 117. DENMARK COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 118. EGYPT COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 119. EGYPT COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 120. EGYPT COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 121. EGYPT COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 122. FINLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 123. FINLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 124. FINLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 125. FINLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 126. FRANCE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 127. FRANCE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 128. FRANCE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 129. FRANCE COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 130. GERMANY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 131. GERMANY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 132. GERMANY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 133. GERMANY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 134. ISRAEL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 135. ISRAEL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 136. ISRAEL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 137. ISRAEL COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 138. ITALY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 139. ITALY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 140. ITALY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 141. ITALY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 142. NETHERLANDS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 143. NETHERLANDS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 144. NETHERLANDS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 145. NETHERLANDS COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 146. NIGERIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 147. NIGERIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 148. NIGERIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 149. NIGERIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 150. NORWAY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 151. NORWAY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 152. NORWAY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 153. NORWAY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 154. POLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 155. POLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 156. POLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 157. POLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 158. QATAR COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 159. QATAR COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 160. QATAR COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 161. QATAR COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 162. RUSSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 163. RUSSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 164. RUSSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 165. RUSSIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 166. SAUDI ARABIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 167. SAUDI ARABIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 168. SAUDI ARABIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 169. SAUDI ARABIA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 170. SOUTH AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 171. SOUTH AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 172. SOUTH AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 173. SOUTH AFRICA COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 174. SPAIN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 175. SPAIN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 176. SPAIN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 177. SPAIN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 178. SWEDEN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 179. SWEDEN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 180. SWEDEN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 181. SWEDEN COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 182. SWITZERLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 183. SWITZERLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 184. SWITZERLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 185. SWITZERLAND COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 186. TURKEY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 187. TURKEY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 188. TURKEY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. TURKEY COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 190. UNITED ARAB EMIRATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 191. UNITED ARAB EMIRATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 192. UNITED ARAB EMIRATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 193. UNITED ARAB EMIRATES COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 194. UNITED KINGDOM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 195. UNITED KINGDOM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 196. UNITED KINGDOM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 197. UNITED KINGDOM COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SIZE, BY END-USER INDUSTRIES, 2018-2030 (USD MILLION)
• TABLE 198. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 199. COMPUTER VISION IN GEOSPATIAL IMAGERY MARKET, FPNV POSITIONING MATRIX, 2023

The Computer Vision in Geospatial Imagery Market was valued at USD 876.20 million in 2023, expected to reach USD 987.20 million in 2024, and is projected to grow at a CAGR of 12.76%, to USD 2,031.07 million by 2030.

Computer vision in geospatial imagery refers to the use of machine learning and image processing techniques to analyze and interpret images obtained from various sources such as satellites, drones, and aerial cameras. The necessity for this technology is driven by the increasing demand for precise and real-time data analysis in sectors like agriculture, urban planning, defense, and environmental monitoring. Its applications span across mapping services, disaster response management, natural resource management, and infrastructure development. End-use scope includes sectors like government agencies, agriculture companies, mapping & surveying firms, and defense organizations. Market insights indicate a steady growth trajectory fueled by advancements in AI, increasing satellite launches, and rising investments in smart city projects. A key factor influencing growth is the integration of AI with GIS to provide predictive analytics and real-time decision making. Opportunities lie in the development of more sophisticated algorithms that enhance accuracy and reduce the need for manual oversight. However, challenges such as high costs of deployment, data privacy concerns, and technological complexity can impede growth. Innovation can flourish in areas like real-time 3D imaging, automated land change detection, and cloud-based imagery processing. Another promising avenue is the democratization of satellite data access, allowing startups and smaller enterprises to leverage this technology. The market is characterized by rapid technological evolution and a competitive landscape, creating a dynamic environment for innovation. Businesses are recommended to focus on collaborations with technology firms for advanced AI solutions and explore emerging markets in Asia and Africa where geospatial applications are expanding. Continual investment in R&D and staying abreast of regulatory changes will be crucial for sustained growth in this rapidly evolving market.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Computer Vision in Geospatial Imagery Market

The Computer Vision in Geospatial Imagery Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Rising demand for GIS services by businesses to increase sales
  • Increasing focus of government authorities on improving disaster management
  • Increasing need of computer algorithms for the auto detection and extraction of geospatial features
• Market Restraints
  • High cost associated with geospatial imagery by computer vision
• Market Opportunities
  • Recent advances with introduction of AI in computer vision
  • Adoption of GIS technology across the transportation and logistics sectors
• Market Challenges
  • Problems associated with installations and operations of softwares

Porter's Five Forces: A Strategic Tool for Navigating the Computer Vision in Geospatial Imagery Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Computer Vision in Geospatial Imagery Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Computer Vision in Geospatial Imagery Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Computer Vision in Geospatial Imagery Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Computer Vision in Geospatial Imagery Market

A detailed market share analysis in the Computer Vision in Geospatial Imagery Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Computer Vision in Geospatial Imagery Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Computer Vision in Geospatial Imagery Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Computer Vision in Geospatial Imagery Market

A strategic analysis of the Computer Vision in Geospatial Imagery Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Computer Vision in Geospatial Imagery Market, highlighting leading vendors and their innovative profiles. These include Aerial Vantage, Inc., Alphabet, Inc., Alteryx, Inc., Cognex Corporation, Intel Corporation, Keyence Corporation, L3 Harris Geospatial, Matterport, Inc., Microsoft Corporation, OMRON Corporation, Oracle Corporation, Sony Semiconductor Solutions Corporation, Teledyne Digital Imaging Inc., Texas Instruments Incorporated, Trimble Inc., and ZillionInfo.

Market Segmentation & Coverage

This research report categorizes the Computer Vision in Geospatial Imagery Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Type, market is studied across Imagery Analytics and Video Analytics.
• Based on Product, market is studied across PC-Based Computer Vision System and Smart Camera-Based Computer Vision System.
• Based on Application, market is studied across Conservation & Research, Construction & Development, Disaster Management, Energy & Resource Management, Exhibition & Live Entertainment, and Surveillance & Monitoring.
• Based on End-User Industries, market is studied across Agriculture, Defense & Security, Energy, Utility, & Natural Resources, Engineering & Construction, Environmental Monitoring, Government, Healthcare & Life Sciences, Insurance, and Mining & Manufacturing.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Rising demand for GIS services by businesses to increase sales
    • 5.1.1.2. Increasing focus of government authorities on improving disaster management
    • 5.1.1.3. Increasing need of computer algorithms for the auto detection and extraction of geospatial features
  • 5.1.2. Restraints
    • 5.1.2.1. High cost associated with geospatial imagery by computer vision
  • 5.1.3. Opportunities
    • 5.1.3.1. Recent advances with introduction of AI in computer vision
    • 5.1.3.2. Adoption of GIS technology across the transportation and logistics sectors
  • 5.1.4. Challenges
    • 5.1.4.1. Problems associated with installations and operations of softwares
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Computer Vision in Geospatial Imagery Market, by Type

• 6.1. Introduction
• 6.2. Imagery Analytics
• 6.3. Video Analytics

7. Computer Vision in Geospatial Imagery Market, by Product

• 7.1. Introduction
• 7.2. PC-Based Computer Vision System
• 7.3. Smart Camera-Based Computer Vision System

8. Computer Vision in Geospatial Imagery Market, by Application

• 8.1. Introduction
• 8.2. Conservation & Research
• 8.3. Construction & Development
• 8.4. Disaster Management
• 8.5. Energy & Resource Management
• 8.6. Exhibition & Live Entertainment
• 8.7. Surveillance & Monitoring

9. Computer Vision in Geospatial Imagery Market, by End-User Industries

• 9.1. Introduction
• 9.2. Agriculture
• 9.3. Defense & Security
• 9.4. Energy, Utility, & Natural Resources
• 9.5. Engineering & Construction
• 9.6. Environmental Monitoring
• 9.7. Government
• 9.8. Healthcare & Life Sciences
• 9.9. Insurance
• 9.10. Mining & Manufacturing

10. Americas Computer Vision in Geospatial Imagery Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Computer Vision in Geospatial Imagery Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Computer Vision in Geospatial Imagery Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Aerial Vantage, Inc.
• 2. Alphabet, Inc.
• 3. Alteryx, Inc.
• 4. Cognex Corporation
• 5. Intel Corporation
• 6. Keyence Corporation
• 7. L3 Harris Geospatial
• 8. Matterport, Inc.
• 9. Microsoft Corporation
• 10. OMRON Corporation
• 11. Oracle Corporation
• 12. Sony Semiconductor Solutions Corporation
• 13. Teledyne Digital Imaging Inc.
• 14. Texas Instruments Incorporated
• 15. Trimble Inc.
• 16. ZillionInfo